build: replace tslint with Biome for code quality

- Add @biomejs/biome as dev dependency - Remove deprecated tslint dependency - Add biome.json with project-specific rules - Update lint script to use Biome - Apply Biome auto-fixes across codebase
2026-03-27 10:05:50 +00:00 · 2026-03-03 17:03:23 +08:00
parent 6f389fc1a9
commit 318e6d3688
43 changed files with 1005 additions and 619 deletions
--- a/biome.json
+++ b/biome.json
@@ -0,0 +1,50 @@
 {
  "$schema": "https://biomejs.dev/schemas/1.9.4/schema.json",
  "organizeImports": {
    "enabled": true
  },
  "linter": {
    "enabled": true,
    "rules": {
      "recommended": true,
      "correctness": {
        "noUnusedImports": "warn",
        "noUnusedVariables": "warn"
      },
      "style": {
        "noNonNullAssertion": "off",
        "useImportType": "off"
      },
      "suspicious": {
        "noExplicitAny": "off",
        "noExportsInTest": "off",
        "noImplicitAnyLet": "off"
      },
      "complexity": {
        "noForEach": "off"
      }
    }
  },
  "formatter": {
    "enabled": true,
    "indentStyle": "space",
    "indentWidth": 2,
    "lineWidth": 100
  },
  "javascript": {
    "formatter": {
      "quoteStyle": "single",
      "semicolons": "always",
      "trailingCommas": "es5"
    }
  },
  "files": {
    "ignore": [
      "node_modules",
      "dist",
      "frontend",
      "*.json",
      "*.md"
    ]
  }
 }
--- a/bun.lock
+++ b/bun.lock
@@ -15,18 +15,32 @@
        "zod-to-json-schema": "^3.25.1",
      },
      "devDependencies": {
        "@biomejs/biome": "^1.9.4",
        "@types/lodash-es": "^4.17.12",
        "@types/node": "^22.13.10",
        "concurrently": "^9.2.1",
        "tslint": "^6.1.3",
        "typescript": "^5.8.2",
      },
    },
  },
  "packages": {
-    "@babel/code-frame": ["@babel/code-frame@7.26.2", "", { "dependencies": { "@babel/helper-validator-identifier": "^7.25.9", "js-tokens": "^4.0.0", "picocolors": "^1.0.0" } }, "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ=="],
+    "@biomejs/biome": ["@biomejs/biome@1.9.4", "", { "optionalDependencies": { "@biomejs/cli-darwin-arm64": "1.9.4", "@biomejs/cli-darwin-x64": "1.9.4", "@biomejs/cli-linux-arm64": "1.9.4", "@biomejs/cli-linux-arm64-musl": "1.9.4", "@biomejs/cli-linux-x64": "1.9.4", "@biomejs/cli-linux-x64-musl": "1.9.4", "@biomejs/cli-win32-arm64": "1.9.4", "@biomejs/cli-win32-x64": "1.9.4" }, "bin": { "biome": "bin/biome" } }, "sha512-1rkd7G70+o9KkTn5KLmDYXihGoTaIGO9PIIN2ZB7UJxFrWw04CZHPYiMRjYsaDvVV7hP1dYNRLxSANLaBFGpog=="],
-    "@babel/helper-validator-identifier": ["@babel/helper-validator-identifier@7.25.9", "", {}, "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ=="],
+    "@biomejs/cli-darwin-arm64": ["@biomejs/cli-darwin-arm64@1.9.4", "", { "os": "darwin", "cpu": "arm64" }, "sha512-bFBsPWrNvkdKrNCYeAp+xo2HecOGPAy9WyNyB/jKnnedgzl4W4Hb9ZMzYNbf8dMCGmUdSavlYHiR01QaYR58cw=="],
    "@biomejs/cli-darwin-x64": ["@biomejs/cli-darwin-x64@1.9.4", "", { "os": "darwin", "cpu": "x64" }, "sha512-ngYBh/+bEedqkSevPVhLP4QfVPCpb+4BBe2p7Xs32dBgs7rh9nY2AIYUL6BgLw1JVXV8GlpKmb/hNiuIxfPfZg=="],
    "@biomejs/cli-linux-arm64": ["@biomejs/cli-linux-arm64@1.9.4", "", { "os": "linux", "cpu": "arm64" }, "sha512-fJIW0+LYujdjUgJJuwesP4EjIBl/N/TcOX3IvIHJQNsAqvV2CHIogsmA94BPG6jZATS4Hi+xv4SkBBQSt1N4/g=="],
    "@biomejs/cli-linux-arm64-musl": ["@biomejs/cli-linux-arm64-musl@1.9.4", "", { "os": "linux", "cpu": "arm64" }, "sha512-v665Ct9WCRjGa8+kTr0CzApU0+XXtRgwmzIf1SeKSGAv+2scAlW6JR5PMFo6FzqqZ64Po79cKODKf3/AAmECqA=="],
    "@biomejs/cli-linux-x64": ["@biomejs/cli-linux-x64@1.9.4", "", { "os": "linux", "cpu": "x64" }, "sha512-lRCJv/Vi3Vlwmbd6K+oQ0KhLHMAysN8lXoCI7XeHlxaajk06u7G+UsFSO01NAs5iYuWKmVZjmiOzJ0OJmGsMwg=="],
    "@biomejs/cli-linux-x64-musl": ["@biomejs/cli-linux-x64-musl@1.9.4", "", { "os": "linux", "cpu": "x64" }, "sha512-gEhi/jSBhZ2m6wjV530Yy8+fNqG8PAinM3oV7CyO+6c3CEh16Eizm21uHVsyVBEB6RIM8JHIl6AGYCv6Q6Q9Tg=="],
    "@biomejs/cli-win32-arm64": ["@biomejs/cli-win32-arm64@1.9.4", "", { "os": "win32", "cpu": "arm64" }, "sha512-tlbhLk+WXZmgwoIKwHIHEBZUwxml7bRJgk0X2sPyNR3S93cdRq6XulAZRQJ17FYGGzWne0fgrXBKpl7l4M87Hg=="],
    "@biomejs/cli-win32-x64": ["@biomejs/cli-win32-x64@1.9.4", "", { "os": "win32", "cpu": "x64" }, "sha512-8Y5wMhVIPaWe6jw2H+KlEm4wP/f7EW3810ZLmDlrEEy5KvBsb9ECEfu/kMWD484ijfQ8+nIi0giMgu9g1UAuuA=="],
    "@hono/zod-validator": ["@hono/zod-validator@0.4.3", "", { "peerDependencies": { "hono": ">=3.9.0", "zod": "^3.19.1" } }, "sha512-xIgMYXDyJ4Hj6ekm9T9Y27s080Nl9NXHcJkOvkXPhubOLj8hZkOL8pDnnXfvCf5xEE8Q4oMFenQUZZREUY2gqQ=="],
@@ -50,18 +64,10 @@
    "ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="],
    "argparse": ["argparse@1.0.10", "", { "dependencies": { "sprintf-js": "~1.0.2" } }, "sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg=="],
    "asynckit": ["asynckit@0.4.0", "", {}, "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="],
    "axios": ["axios@1.8.3", "", { "dependencies": { "follow-redirects": "^1.15.6", "form-data": "^4.0.0", "proxy-from-env": "^1.1.0" } }, "sha512-iP4DebzoNlP/YN2dpwCgb8zoCmhtkajzS48JvwmkSkXvPI3DHc7m+XYL5tGnSlJtR6nImXZmdCuN5aP8dh1d8A=="],
    "balanced-match": ["balanced-match@1.0.2", "", {}, "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw=="],
    "brace-expansion": ["brace-expansion@1.1.11", "", { "dependencies": { "balanced-match": "^1.0.0", "concat-map": "0.0.1" } }, "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA=="],
    "builtin-modules": ["builtin-modules@1.1.1", "", {}, "sha512-wxXCdllwGhI2kCC0MnvTGYTMvnVZTvqgypkiTI8Pa5tcz2i6VqsqwYGgqwXji+4RgCzms6EajE4IxiUH6HH8nQ=="],
    "call-bind-apply-helpers": ["call-bind-apply-helpers@1.0.2", "", { "dependencies": { "es-errors": "^1.3.0", "function-bind": "^1.1.2" } }, "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ=="],
    "chalk": ["chalk@4.1.2", "", { "dependencies": { "ansi-styles": "^4.1.0", "supports-color": "^7.1.0" } }, "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA=="],
@@ -74,16 +80,10 @@
    "combined-stream": ["combined-stream@1.0.8", "", { "dependencies": { "delayed-stream": "~1.0.0" } }, "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg=="],
    "commander": ["commander@2.20.3", "", {}, "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ=="],
    "concat-map": ["concat-map@0.0.1", "", {}, "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg=="],
    "concurrently": ["concurrently@9.2.1", "", { "dependencies": { "chalk": "4.1.2", "rxjs": "7.8.2", "shell-quote": "1.8.3", "supports-color": "8.1.1", "tree-kill": "1.2.2", "yargs": "17.7.2" }, "bin": { "conc": "dist/bin/concurrently.js", "concurrently": "dist/bin/concurrently.js" } }, "sha512-fsfrO0MxV64Znoy8/l1vVIjjHa29SZyyqPgQBwhiDcaW8wJc2W3XWVOGx4M3oJBnv/zdUZIIp1gDeS98GzP8Ng=="],
    "delayed-stream": ["delayed-stream@1.0.0", "", {}, "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ=="],
    "diff": ["diff@4.0.2", "", {}, "sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A=="],
    "dotenv": ["dotenv@16.4.7", "", {}, "sha512-47qPchRCykZC03FhkYAhrvwU4xDBFIj1QPqaarj6mdM/hgUzfPHcpkHJOn3mJAufFeeAxAzeGsr5X0M4k6fLZQ=="],
    "dunder-proto": ["dunder-proto@1.0.1", "", { "dependencies": { "call-bind-apply-helpers": "^1.0.1", "es-errors": "^1.3.0", "gopd": "^1.2.0" } }, "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A=="],
@@ -100,10 +100,6 @@
    "escalade": ["escalade@3.2.0", "", {}, "sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA=="],
    "escape-string-regexp": ["escape-string-regexp@1.0.5", "", {}, "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg=="],
    "esprima": ["esprima@4.0.1", "", { "bin": { "esparse": "./bin/esparse.js", "esvalidate": "./bin/esvalidate.js" } }, "sha512-eGuFFw7Upda+g4p+QHvnW0RyTX/SVeJBDM/gCtMARO0cLuT2HcEKnTPvhjV6aGeqrCB/sbNop0Kszm0jsaWU4A=="],
    "event-target-shim": ["event-target-shim@5.0.1", "", {}, "sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ=="],
    "follow-redirects": ["follow-redirects@1.15.9", "", {}, "sha512-gew4GsXizNgdoRyqmyfMHyAmXsZDk6mHkSxZFCzW9gwlbtOW44CDtYavM+y+72qD/Vq2l550kMF52DT8fOLJqQ=="],
@@ -114,8 +110,6 @@
    "formdata-node": ["formdata-node@4.4.1", "", { "dependencies": { "node-domexception": "1.0.0", "web-streams-polyfill": "4.0.0-beta.3" } }, "sha512-0iirZp3uVDjVGt9p49aTaqjk84TrglENEDuqfdlZQ1roC9CWlPk6Avf8EEnZNcAqPonwkG35x4n3ww/1THYAeQ=="],
    "fs.realpath": ["fs.realpath@1.0.0", "", {}, "sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw=="],
    "function-bind": ["function-bind@1.1.2", "", {}, "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA=="],
    "get-caller-file": ["get-caller-file@2.0.5", "", {}, "sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg=="],
@@ -124,8 +118,6 @@
    "get-proto": ["get-proto@1.0.1", "", { "dependencies": { "dunder-proto": "^1.0.1", "es-object-atoms": "^1.0.0" } }, "sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g=="],
    "glob": ["glob@7.2.3", "", { "dependencies": { "fs.realpath": "^1.0.0", "inflight": "^1.0.4", "inherits": "2", "minimatch": "^3.1.1", "once": "^1.3.0", "path-is-absolute": "^1.0.0" } }, "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q=="],
    "gopd": ["gopd@1.2.0", "", {}, "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg=="],
    "has-flag": ["has-flag@4.0.0", "", {}, "sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ=="],
@@ -140,18 +132,8 @@
    "humanize-ms": ["humanize-ms@1.2.1", "", { "dependencies": { "ms": "^2.0.0" } }, "sha512-Fl70vYtsAFb/C06PTS9dZBo7ihau+Tu/DNCk/OyHhea07S+aeMWpFFkUaXRa8fI+ScZbEI8dfSxwY7gxZ9SAVQ=="],
    "inflight": ["inflight@1.0.6", "", { "dependencies": { "once": "^1.3.0", "wrappy": "1" } }, "sha512-k92I/b08q4wvFscXCLvqfsHCrjrF7yiXsQuIVvVE7N82W3+aqpzuUdBbfhWcy/FZR3/4IgflMgKLOsvPDrGCJA=="],
    "inherits": ["inherits@2.0.4", "", {}, "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ=="],
    "is-core-module": ["is-core-module@2.16.1", "", { "dependencies": { "hasown": "^2.0.2" } }, "sha512-UfoeMA6fIJ8wTYFEUjelnaGI67v6+N7qXJEvQuIGa99l4xsCruSYOVSQ0uPANn4dAzm8lkYPaKLrrijLq7x23w=="],
    "is-fullwidth-code-point": ["is-fullwidth-code-point@3.0.0", "", {}, "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg=="],
    "js-tokens": ["js-tokens@4.0.0", "", {}, "sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ=="],
    "js-yaml": ["js-yaml@3.14.1", "", { "dependencies": { "argparse": "^1.0.7", "esprima": "^4.0.0" }, "bin": { "js-yaml": "bin/js-yaml.js" } }, "sha512-okMH7OXXJ7YrN9Ok3/SXrnu4iX9yOk+25nqX4imS2npuvTYDmo/QEZoqwZkYaIDk3jVvBOTOIEgEhaLOynBS9g=="],
    "lodash-es": ["lodash-es@4.17.23", "", {}, "sha512-kVI48u3PZr38HdYz98UmfPnXl2DXrpdctLrFLCd3kOx1xUkOmpFPx7gCWWM5MPkL/fD8zb+Ph0QzjGFs4+hHWg=="],
    "math-intrinsics": ["math-intrinsics@1.1.0", "", {}, "sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g=="],
@@ -160,59 +142,33 @@
    "mime-types": ["mime-types@2.1.35", "", { "dependencies": { "mime-db": "1.52.0" } }, "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw=="],
    "minimatch": ["minimatch@3.1.2", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
    "minimist": ["minimist@1.2.8", "", {}, "sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA=="],
    "mkdirp": ["mkdirp@0.5.6", "", { "dependencies": { "minimist": "^1.2.6" }, "bin": { "mkdirp": "bin/cmd.js" } }, "sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw=="],
    "ms": ["ms@2.1.3", "", {}, "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="],
    "node-domexception": ["node-domexception@1.0.0", "", {}, "sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ=="],
    "node-fetch": ["node-fetch@2.7.0", "", { "dependencies": { "whatwg-url": "^5.0.0" }, "peerDependencies": { "encoding": "^0.1.0" }, "optionalPeers": ["encoding"] }, "sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A=="],
    "once": ["once@1.4.0", "", { "dependencies": { "wrappy": "1" } }, "sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w=="],
    "openai": ["openai@4.87.3", "", { "dependencies": { "@types/node": "^18.11.18", "@types/node-fetch": "^2.6.4", "abort-controller": "^3.0.0", "agentkeepalive": "^4.2.1", "form-data-encoder": "1.7.2", "formdata-node": "^4.3.2", "node-fetch": "^2.6.7" }, "peerDependencies": { "ws": "^8.18.0", "zod": "^3.23.8" }, "optionalPeers": ["ws", "zod"], "bin": { "openai": "bin/cli" } }, "sha512-d2D54fzMuBYTxMW8wcNmhT1rYKcTfMJ8t+4KjH2KtvYenygITiGBgHoIrzHwnDQWW+C5oCA+ikIR2jgPCFqcKQ=="],
    "path-is-absolute": ["path-is-absolute@1.0.1", "", {}, "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg=="],
    "path-parse": ["path-parse@1.0.7", "", {}, "sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw=="],
    "picocolors": ["picocolors@1.1.1", "", {}, "sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA=="],
    "proxy-from-env": ["proxy-from-env@1.1.0", "", {}, "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="],
    "require-directory": ["require-directory@2.1.1", "", {}, "sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q=="],
    "resolve": ["resolve@1.22.10", "", { "dependencies": { "is-core-module": "^2.16.0", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": { "resolve": "bin/resolve" } }, "sha512-NPRy+/ncIMeDlTAsuqwKIiferiawhefFJtkNSW0qZJEqMEb+qBt/77B/jGeeek+F0uOeN05CDa6HXbbIgtVX4w=="],
    "rxjs": ["rxjs@7.8.2", "", { "dependencies": { "tslib": "^2.1.0" } }, "sha512-dhKf903U/PQZY6boNNtAGdWbG85WAbjT/1xYoZIC7FAY0yWapOBQVsVrDl58W86//e1VpMNBtRV4MaXfdMySFA=="],
    "semver": ["semver@5.7.2", "", { "bin": { "semver": "bin/semver" } }, "sha512-cBznnQ9KjJqU67B52RMC65CMarK2600WFnbkcaiwWq3xy/5haFJlshgnpjovMVJ+Hff49d8GEn0b87C5pDQ10g=="],
    "shell-quote": ["shell-quote@1.8.3", "", {}, "sha512-ObmnIF4hXNg1BqhnHmgbDETF8dLPCggZWBjkQfhZpbszZnYur5DUljTcCHii5LC3J5E0yeO/1LIMyH+UvHQgyw=="],
    "sprintf-js": ["sprintf-js@1.0.3", "", {}, "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g=="],
    "string-width": ["string-width@4.2.3", "", { "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", "strip-ansi": "^6.0.1" } }, "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g=="],
    "strip-ansi": ["strip-ansi@6.0.1", "", { "dependencies": { "ansi-regex": "^5.0.1" } }, "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A=="],
    "supports-color": ["supports-color@8.1.1", "", { "dependencies": { "has-flag": "^4.0.0" } }, "sha512-MpUEN2OodtUzxvKQl72cUF7RQ5EiHsGvSsVG0ia9c5RbWGL2CI4C7EpPS8UTBIplnlzZiNuV56w+FuNxy3ty2Q=="],
    "supports-preserve-symlinks-flag": ["supports-preserve-symlinks-flag@1.0.0", "", {}, "sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w=="],
    "tr46": ["tr46@0.0.3", "", {}, "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="],
    "tree-kill": ["tree-kill@1.2.2", "", { "bin": { "tree-kill": "cli.js" } }, "sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A=="],
-    "tslib": ["tslib@1.14.1", "", {}, "sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg=="],
+    "tslib": ["tslib@2.8.1", "", {}, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
    "tslint": ["tslint@6.1.3", "", { "dependencies": { "@babel/code-frame": "^7.0.0", "builtin-modules": "^1.1.1", "chalk": "^2.3.0", "commander": "^2.12.1", "diff": "^4.0.1", "glob": "^7.1.1", "js-yaml": "^3.13.1", "minimatch": "^3.0.4", "mkdirp": "^0.5.3", "resolve": "^1.3.2", "semver": "^5.3.0", "tslib": "^1.13.0", "tsutils": "^2.29.0" }, "peerDependencies": { "typescript": ">=2.3.0-dev || >=2.4.0-dev || >=2.5.0-dev || >=2.6.0-dev || >=2.7.0-dev || >=2.8.0-dev || >=2.9.0-dev || >=3.0.0-dev || >= 3.1.0-dev || >= 3.2.0-dev || >= 4.0.0-dev" }, "bin": { "tslint": "bin/tslint" } }, "sha512-IbR4nkT96EQOvKE2PW/djGz8iGNeJ4rF2mBfiYaR/nvUWYKJhLwimoJKgjIFEIDibBtOevj7BqCRL4oHeWWUCg=="],
    "tsutils": ["tsutils@2.29.0", "", { "dependencies": { "tslib": "^1.8.1" }, "peerDependencies": { "typescript": ">=2.1.0 || >=2.1.0-dev || >=2.2.0-dev || >=2.3.0-dev || >=2.4.0-dev || >=2.5.0-dev || >=2.6.0-dev || >=2.7.0-dev || >=2.8.0-dev || >=2.9.0-dev || >= 3.0.0-dev || >= 3.1.0-dev" } }, "sha512-g5JVHCIJwzfISaXpXE1qvNalca5Jwob6FjI4AoPlqMusJ6ftFE7IkkFoMhVLRgK+4Kx3gkzb8UZK5t5yTTvEmA=="],
    "typescript": ["typescript@5.8.2", "", { "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" } }, "sha512-aJn6wq13/afZp/jT9QZmwEjDqqvSGp1VT5GVg+f/t6/oVyrgXM6BY1h9BRh/O5p3PlUPAe+WuiEZOmb/49RqoQ=="],
@@ -228,8 +184,6 @@
    "wrap-ansi": ["wrap-ansi@7.0.0", "", { "dependencies": { "ansi-styles": "^4.0.0", "string-width": "^4.1.0", "strip-ansi": "^6.0.0" } }, "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q=="],
    "wrappy": ["wrappy@1.0.2", "", {}, "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="],
    "y18n": ["y18n@5.0.8", "", {}, "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA=="],
    "yargs": ["yargs@17.7.2", "", { "dependencies": { "cliui": "^8.0.1", "escalade": "^3.1.1", "get-caller-file": "^2.0.5", "require-directory": "^2.1.1", "string-width": "^4.2.3", "y18n": "^5.0.5", "yargs-parser": "^21.1.1" } }, "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w=="],
@@ -246,22 +200,8 @@
    "openai/@types/node": ["@types/node@18.19.80", "", { "dependencies": { "undici-types": "~5.26.4" } }, "sha512-kEWeMwMeIvxYkeg1gTc01awpwLbfMRZXdIhwRcakd/KlK53jmRC26LqcbIt7fnAQTu5GzlnWmzA3H6+l1u6xxQ=="],
    "rxjs/tslib": ["tslib@2.8.1", "", {}, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
    "tslint/chalk": ["chalk@2.4.2", "", { "dependencies": { "ansi-styles": "^3.2.1", "escape-string-regexp": "^1.0.5", "supports-color": "^5.3.0" } }, "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ=="],
    "@types/node-fetch/@types/node/undici-types": ["undici-types@5.26.5", "", {}, "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="],
    "openai/@types/node/undici-types": ["undici-types@5.26.5", "", {}, "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="],
    "tslint/chalk/ansi-styles": ["ansi-styles@3.2.1", "", { "dependencies": { "color-convert": "^1.9.0" } }, "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA=="],
    "tslint/chalk/supports-color": ["supports-color@5.5.0", "", { "dependencies": { "has-flag": "^3.0.0" } }, "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow=="],
    "tslint/chalk/ansi-styles/color-convert": ["color-convert@1.9.3", "", { "dependencies": { "color-name": "1.1.3" } }, "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg=="],
    "tslint/chalk/supports-color/has-flag": ["has-flag@3.0.0", "", {}, "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw=="],
    "tslint/chalk/ansi-styles/color-convert/color-name": ["color-name@1.1.3", "", {}, "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw=="],
  }
 }
--- a/package.json
+++ b/package.json
@@ -17,10 +17,10 @@
    "zod-to-json-schema": "^3.25.1"
  },
  "devDependencies": {
    "@biomejs/biome": "^1.9.4",
    "@types/lodash-es": "^4.17.12",
    "@types/node": "^22.13.10",
    "concurrently": "^9.2.1",
    "tslint": "^6.1.3",
    "typescript": "^5.8.2"
  },
  "files": [
@@ -35,7 +35,7 @@
    "build": "rm -rf dist && tsc",
    "start": "bun run src/index.ts",
    "start:prod": "bun run dist/index.js",
-    "lint": "tslint -c tslint.json src/**/*.ts",
+    "lint": "biome check src/",
    "test": "bun test"
  },
  "keywords": [
--- a/src/config/tests/config-manager.test.ts
+++ b/src/config/tests/config-manager.test.ts
@@ -11,27 +11,48 @@ declare module 'bun:test' {
 }
 // @ts-expect-error bun:test is provided by Bun at runtime
-import { describe, test, expect, beforeEach, afterEach } from 'bun:test';
+import { afterEach, beforeEach, describe, expect, test } from 'bun:test';
 import { join } from 'node:path';
 import { tmpdir } from 'node:os';
 import { unlink, readFile } from 'node:fs/promises';
 import { randomUUID } from 'node:crypto';
 import { readFile, unlink } from 'node:fs/promises';
 import { tmpdir } from 'node:os';
 import { join } from 'node:path';
 import type { AppConfig } from '../config-manager';
 // ── All env keys in the Zod schema ──────────────────────────────────────────
 const SCHEMA_KEYS = [
-  'GITEA_API_URL', 'GITEA_ACCESS_TOKEN', 'GITEA_ADMIN_TOKEN',
+  'GITEA_API_URL',
-  'OPENAI_BASE_URL', 'OPENAI_API_KEY', 'OPENAI_MODEL',
+  'GITEA_ACCESS_TOKEN',
-  'CUSTOM_SUMMARY_PROMPT', 'CUSTOM_LINE_COMMENT_PROMPT',
+  'GITEA_ADMIN_TOKEN',
-  'FEISHU_WEBHOOK_URL', 'FEISHU_WEBHOOK_SECRET',
+  'OPENAI_BASE_URL',
-  'PORT', 'WEBHOOK_SECRET', 'ADMIN_PASSWORD', 'JWT_SECRET',
+  'OPENAI_API_KEY',
-  'REVIEW_ENGINE', 'REVIEW_WORKDIR', 'REVIEW_MODEL_PLANNER',
+  'OPENAI_MODEL',
-  'REVIEW_MODEL_SPECIALIST', 'REVIEW_MODEL_JUDGE',
+  'CUSTOM_SUMMARY_PROMPT',
-  'REVIEW_MAX_PARALLEL_RUNS', 'REVIEW_MAX_FILES_PER_RUN',
+  'CUSTOM_LINE_COMMENT_PROMPT',
-  'REVIEW_MAX_FILE_CONTENT_CHARS', 'REVIEW_AUTO_PUBLISH_MIN_CONFIDENCE',
+  'FEISHU_WEBHOOK_URL',
-  'REVIEW_ENABLE_HUMAN_GATE', 'REVIEW_ALLOWED_COMMANDS', 'REVIEW_COMMAND_TIMEOUT_MS',
+  'FEISHU_WEBHOOK_SECRET',
-  'QDRANT_URL', 'ENABLE_MEMORY', 'FEW_SHOT_EXAMPLES_COUNT',
+  'PORT',
-  'ENABLE_REFLECTION', 'MAX_REFLECTION_ROUNDS', 'ENABLE_DEBATE', 'DEBATE_THRESHOLD',
+  'WEBHOOK_SECRET',
  'ADMIN_PASSWORD',
  'JWT_SECRET',
  'REVIEW_ENGINE',
  'REVIEW_WORKDIR',
  'REVIEW_MODEL_PLANNER',
  'REVIEW_MODEL_SPECIALIST',
  'REVIEW_MODEL_JUDGE',
  'REVIEW_MAX_PARALLEL_RUNS',
  'REVIEW_MAX_FILES_PER_RUN',
  'REVIEW_MAX_FILE_CONTENT_CHARS',
  'REVIEW_AUTO_PUBLISH_MIN_CONFIDENCE',
  'REVIEW_ENABLE_HUMAN_GATE',
  'REVIEW_ALLOWED_COMMANDS',
  'REVIEW_COMMAND_TIMEOUT_MS',
  'QDRANT_URL',
  'ENABLE_MEMORY',
  'FEW_SHOT_EXAMPLES_COUNT',
  'ENABLE_REFLECTION',
  'MAX_REFLECTION_ROUNDS',
  'ENABLE_DEBATE',
  'DEBATE_THRESHOLD',
 ] as const;
 const CONTROL_KEYS = ['CONFIG_OVERRIDES_PATH', 'NODE_ENV'] as const;
@@ -80,7 +101,11 @@ describe('ConfigManager', () => {
        process.env[key] = savedEnv[key]!;
      }
    }
-    try { await unlink(tmpPath); } catch { /* ok if missing */ }
+    try {
      await unlink(tmpPath);
    } catch {
      /* ok if missing */
    }
  });
  // ─── 1. Layering: defaults < env < override ─────────────────────────
--- a/src/config/config-manager.ts
+++ b/src/config/config-manager.ts
@@ -8,12 +8,12 @@
 * Bun-friendly IO: reads via readFile, writes atomically via temp+rename.
 */
 import { z } from 'zod';
 import { dirname, resolve } from 'node:path';
 import { rename, mkdir, writeFile, readFile } from 'node:fs/promises';
 import { readFileSync } from 'node:fs';
 import { randomUUID } from 'node:crypto';
 import { readFileSync } from 'node:fs';
 import { mkdir, readFile, rename, writeFile } from 'node:fs/promises';
 import { dirname, resolve } from 'node:path';
 import { config as dotenvConfig } from 'dotenv';
 import { z } from 'zod';
 // Load .env before any process.env access (must precede singleton construction)
 dotenvConfig();
@@ -79,7 +79,7 @@ const envSchema = z.object({
  // Memory & learning
  QDRANT_URL: z.preprocess(
    (val) => (typeof val === 'string' && val.trim() === '' ? undefined : val),
-    z.string().url().optional(),
+    z.string().url().optional()
  ),
  ENABLE_MEMORY: z
    .enum(['true', 'false'])
@@ -204,7 +204,6 @@ const DEV_FALLBACK_CONFIG: AppConfig = {
  },
 };
 // ---------------------------------------------------------------------------
 // ConfigManager
 // ---------------------------------------------------------------------------
@@ -394,7 +393,6 @@ class ConfigManager {
    }
    return 'default';
  }
 }
 // ---------------------------------------------------------------------------
--- a/src/config/config-schema.ts
+++ b/src/config/config-schema.ts
@@ -193,7 +193,8 @@ export const CONFIG_FIELDS: ConfigFieldMeta[] = [
    envKey: 'WEBHOOK_SECRET',
    group: 'app',
    label: 'Webhook 密钥',
-    description: '用于验证 Gitea Webhook 请求来源的 HMAC 密钥，修改需通过 .env 配置并同步更新 Gitea',
+    description:
      '用于验证 Gitea Webhook 请求来源的 HMAC 密钥，修改需通过 .env 配置并同步更新 Gitea',
    type: 'string',
    sensitive: true,
    readonly: true,
--- a/src/controllers/admin.ts
+++ b/src/controllers/admin.ts
@@ -1,9 +1,9 @@
 import { Hono } from 'hono';
 import { sign } from 'hono/jwt';
 import config from '../config';
 import { reviewEngine } from '../review/engine';
 import { giteaService } from '../services/gitea';
 import { logger } from '../utils/logger';
 import { reviewEngine } from '../review/engine';
 const publicRoutes = new Hono();
 const protectedRoutes = new Hono();
@@ -26,13 +26,12 @@ publicRoutes.post('/login', async (c) => {
  return c.json({ message: 'Invalid credentials' }, 401);
 });
 // --- Protected Routes ---
 // 获取仓库列表及 Webhook 状态
 protectedRoutes.get('/repositories', async (c) => {
  try {
-    const page = parseInt(c.req.query('page') || '1', 10);
+    const page = Number.parseInt(c.req.query('page') || '1', 10);
    const query = c.req.query('q');
    const limit = 30; // 每页数量固定，或也可从查询参数获取
@@ -43,7 +42,7 @@ protectedRoutes.get('/repositories', async (c) => {
      repos.map(async (repo) => {
        const [owner, repoName] = repo.full_name.split('/');
        const hooks = await giteaService.listWebhooks(owner, repoName);
-        const webhook = hooks.find(h => h.config.url === webhookUrl);
+        const webhook = hooks.find((h) => h.config.url === webhookUrl);
        return {
          name: repo.full_name,
          webhook_status: webhook ? 'active' : 'inactive',
@@ -67,7 +66,7 @@ protectedRoutes.get('/repositories', async (c) => {
 // 创建 Webhook
 protectedRoutes.post('/repositories/:owner/:repo/webhook', async (c) => {
  const { owner, repo } = c.req.param();
-  const webhookUrl = new URL(c.req.url).origin + '/webhook/gitea';
+  const webhookUrl = `${new URL(c.req.url).origin}/webhook/gitea`;
  try {
    await giteaService.createWebhook(owner, repo, webhookUrl);
@@ -83,7 +82,7 @@ protectedRoutes.delete('/repositories/:owner/:repo/webhook/:hookId', async (c) =
  const { owner, repo, hookId } = c.req.param();
  try {
-    await giteaService.deleteWebhook(owner, repo, parseInt(hookId, 10));
+    await giteaService.deleteWebhook(owner, repo, Number.parseInt(hookId, 10));
    return c.json({ success: true });
  } catch (error: any) {
    logger.error(`删除 ${owner}/${repo} 的 Webhook 失败:`, error);
@@ -94,7 +93,7 @@ protectedRoutes.delete('/repositories/:owner/:repo/webhook/:hookId', async (c) =
 // 查询审查任务
 protectedRoutes.get('/review/runs', async (c) => {
  try {
-    const limit = parseInt(c.req.query('limit') || '50', 10);
+    const limit = Number.parseInt(c.req.query('limit') || '50', 10);
    const runs = await reviewEngine.listRuns(limit);
    return c.json({ data: runs });
  } catch (error: any) {
--- a/src/controllers/config.ts
+++ b/src/controllers/config.ts
@@ -1,5 +1,5 @@
 import { Hono } from 'hono';
-import { configManager, type AppConfig } from '../config/config-manager';
+import { type AppConfig, configManager } from '../config/config-manager';
 import { CONFIG_FIELDS, CONFIG_GROUPS, type ConfigFieldMeta } from '../config/config-schema';
 import { logger } from '../utils/logger';
@@ -19,9 +19,7 @@ const INTEGER_FIELDS = new Set([
 ]);
 /** Fast lookup from envKey → field metadata. */
-const FIELDS_MAP = new Map<string, ConfigFieldMeta>(
+const FIELDS_MAP = new Map<string, ConfigFieldMeta>(CONFIG_FIELDS.map((f) => [f.envKey, f]));
  CONFIG_FIELDS.map((f) => [f.envKey, f]),
 );
 // ── Helpers ──────────────────────────────────────────────────────────────────
@@ -31,50 +29,84 @@ const FIELDS_MAP = new Map<string, ConfigFieldMeta>(
 */
 function getEffectiveValue(
  envKey: string,
-  current: AppConfig,
+  current: AppConfig
 ): string | number | boolean | undefined {
  switch (envKey) {
    // Gitea
-    case 'GITEA_API_URL':                      return current.gitea.apiUrl;
+    case 'GITEA_API_URL':
-    case 'GITEA_ACCESS_TOKEN':                 return current.gitea.accessToken;
+      return current.gitea.apiUrl;
-    case 'GITEA_ADMIN_TOKEN':                  return current.admin.giteaAdminToken;
+    case 'GITEA_ACCESS_TOKEN':
      return current.gitea.accessToken;
    case 'GITEA_ADMIN_TOKEN':
      return current.admin.giteaAdminToken;
    // OpenAI
-    case 'OPENAI_BASE_URL':                    return current.openai.baseUrl;
+    case 'OPENAI_BASE_URL':
-    case 'OPENAI_API_KEY':                     return current.openai.apiKey;
+      return current.openai.baseUrl;
-    case 'OPENAI_MODEL':                       return current.openai.model;
+    case 'OPENAI_API_KEY':
-    case 'CUSTOM_SUMMARY_PROMPT':              return current.openai.customSummaryPrompt;
+      return current.openai.apiKey;
-    case 'CUSTOM_LINE_COMMENT_PROMPT':         return current.openai.customLineCommentPrompt;
+    case 'OPENAI_MODEL':
      return current.openai.model;
    case 'CUSTOM_SUMMARY_PROMPT':
      return current.openai.customSummaryPrompt;
    case 'CUSTOM_LINE_COMMENT_PROMPT':
      return current.openai.customLineCommentPrompt;
    // Feishu
-    case 'FEISHU_WEBHOOK_URL':                 return current.feishu.webhookUrl;
+    case 'FEISHU_WEBHOOK_URL':
-    case 'FEISHU_WEBHOOK_SECRET':              return current.feishu.webhookSecret;
+      return current.feishu.webhookUrl;
    case 'FEISHU_WEBHOOK_SECRET':
      return current.feishu.webhookSecret;
    // App
-    case 'PORT':                               return current.app.port;
+    case 'PORT':
-    case 'WEBHOOK_SECRET':                     return current.app.webhookSecret;
+      return current.app.port;
    case 'WEBHOOK_SECRET':
      return current.app.webhookSecret;
    // Admin
-    case 'ADMIN_PASSWORD':                     return current.admin.password;
+    case 'ADMIN_PASSWORD':
-    case 'JWT_SECRET':                         return current.admin.jwtSecret;
+      return current.admin.password;
    case 'JWT_SECRET':
      return current.admin.jwtSecret;
    // Review
-    case 'REVIEW_ENGINE':                      return current.review.engine;
+    case 'REVIEW_ENGINE':
-    case 'REVIEW_WORKDIR':                     return current.review.workdir;
+      return current.review.engine;
-    case 'REVIEW_MODEL_PLANNER':               return current.review.modelPlanner;
+    case 'REVIEW_WORKDIR':
-    case 'REVIEW_MODEL_SPECIALIST':            return current.review.modelSpecialist;
+      return current.review.workdir;
-    case 'REVIEW_MODEL_JUDGE':                 return current.review.modelJudge;
+    case 'REVIEW_MODEL_PLANNER':
-    case 'REVIEW_MAX_PARALLEL_RUNS':           return current.review.maxParallelRuns;
+      return current.review.modelPlanner;
-    case 'REVIEW_MAX_FILES_PER_RUN':           return current.review.maxFilesPerRun;
+    case 'REVIEW_MODEL_SPECIALIST':
-    case 'REVIEW_MAX_FILE_CONTENT_CHARS':      return current.review.maxFileContentChars;
+      return current.review.modelSpecialist;
-    case 'REVIEW_AUTO_PUBLISH_MIN_CONFIDENCE': return current.review.autoPublishMinConfidence;
+    case 'REVIEW_MODEL_JUDGE':
-    case 'REVIEW_ENABLE_HUMAN_GATE':           return current.review.enableHumanGate;
+      return current.review.modelJudge;
-    case 'REVIEW_ALLOWED_COMMANDS':            return current.review.allowedCommands.join(',');
+    case 'REVIEW_MAX_PARALLEL_RUNS':
-    case 'REVIEW_COMMAND_TIMEOUT_MS':          return current.review.commandTimeoutMs;
+      return current.review.maxParallelRuns;
    case 'REVIEW_MAX_FILES_PER_RUN':
      return current.review.maxFilesPerRun;
    case 'REVIEW_MAX_FILE_CONTENT_CHARS':
      return current.review.maxFileContentChars;
    case 'REVIEW_AUTO_PUBLISH_MIN_CONFIDENCE':
      return current.review.autoPublishMinConfidence;
    case 'REVIEW_ENABLE_HUMAN_GATE':
      return current.review.enableHumanGate;
    case 'REVIEW_ALLOWED_COMMANDS':
      return current.review.allowedCommands.join(',');
    case 'REVIEW_COMMAND_TIMEOUT_MS':
      return current.review.commandTimeoutMs;
    // Memory
-    case 'QDRANT_URL':                         return current.review.qdrantUrl;
+    case 'QDRANT_URL':
-    case 'ENABLE_MEMORY':                      return current.review.enableMemory;
+      return current.review.qdrantUrl;
-    case 'FEW_SHOT_EXAMPLES_COUNT':            return current.review.fewShotExamplesCount;
+    case 'ENABLE_MEMORY':
-    case 'ENABLE_REFLECTION':                  return current.review.enableReflection;
+      return current.review.enableMemory;
-    case 'MAX_REFLECTION_ROUNDS':              return current.review.maxReflectionRounds;
+    case 'FEW_SHOT_EXAMPLES_COUNT':
-    case 'ENABLE_DEBATE':                      return current.review.enableDebate;
+      return current.review.fewShotExamplesCount;
-    case 'DEBATE_THRESHOLD':                   return current.review.debateThreshold;
+    case 'ENABLE_REFLECTION':
-    default:                                   return undefined;
+      return current.review.enableReflection;
    case 'MAX_REFLECTION_ROUNDS':
      return current.review.maxReflectionRounds;
    case 'ENABLE_DEBATE':
      return current.review.enableDebate;
    case 'DEBATE_THRESHOLD':
      return current.review.debateThreshold;
    default:
      return undefined;
  }
 }
@@ -106,7 +138,7 @@ function validateField(field: ConfigFieldMeta, key: string, value: string): stri
    }
    case 'number': {
      const num = Number(value);
-      if (isNaN(num)) {
+      if (Number.isNaN(num)) {
        return `${field.label}（${key}）必须是有效的数字`;
      }
      if (INTEGER_FIELDS.has(key) && !Number.isInteger(num)) {
@@ -255,7 +287,7 @@ configRouter.post('/reset', async (c) => {
    if (unknownKeys.length > 0) {
      return c.json(
        { message: '保存配置失败', error: `未知配置项: ${unknownKeys.join(', ')}` },
-        400,
+        400
      );
    }
--- a/src/controllers/feedback.ts
+++ b/src/controllers/feedback.ts
@@ -1,12 +1,12 @@
 import { Hono } from 'hono';
 import { zValidator } from '@hono/zod-validator';
-import { z } from 'zod';
+import { Hono } from 'hono';
 import { FileReviewStore } from '../review/store/file-review-store';
 import { VectorMemoryStore } from '../review/memory/vector-store';
 import { LearningSystem } from '../review/learning/learning-system';
 import { giteaService } from '../services/gitea';
 import config from '../config';
 import OpenAI from 'openai';
 import { z } from 'zod';
 import config from '../config';
 import { LearningSystem } from '../review/learning/learning-system';
 import { VectorMemoryStore } from '../review/memory/vector-store';
 import { FileReviewStore } from '../review/store/file-review-store';
 import { giteaService } from '../services/gitea';
 const feedbackRouter = new Hono();
@@ -68,7 +68,10 @@ feedbackRouter.post(
    // 原子幂等性保护：先标记finding为published（原子check-and-set）
    // 只有第一个请求会得到true，后续并发/重试请求会得到false
    // 这解决了read-check-write竞态：两个并发请求不会都发布评论
-    const wasUnpublished = await reviewStore.markFindingPublished(finding.runId, finding.fingerprint);
+    const wasUnpublished = await reviewStore.markFindingPublished(
      finding.runId,
      finding.fingerprint
    );
    if (!wasUnpublished) {
      // finding已被标记为published，但需验证是否真的发布成功
@@ -76,7 +79,7 @@ feedbackRouter.post(
      // 检查是否存在已发布的comment记录来确认真实状态
      // 关键：必须通过fingerprint匹配，而非仅path+line，以区分同一位置的不同findings
      const publishedComment = runDetails.comments.find(
-        c => c.status === 'published' && c.fingerprint === finding.fingerprint
+        (c) => c.status === 'published' && c.fingerprint === finding.fingerprint
      );
      if (publishedComment) {
@@ -88,15 +91,17 @@ feedbackRouter.post(
          learningApplied: false,
          published: true,
        });
-      } else {
+      }
-        // published标记存在但无published comment记录
+      // published标记存在但无published comment记录
-        // 可能原因：1) 并发请求正在发布中 2) 之前发布失败并回滚
+      // 可能原因：1) 并发请求正在发布中 2) 之前发布失败并回滚
-        // 不能声称成功，返回错误让用户稍后重试
+      // 不能声称成功，返回错误让用户稍后重试
-        return c.json({
+      return c.json(
        {
          error: 'Finding approval in progress or previously failed. Please retry in a moment.',
          inProgress: true,
-        }, 409); // 409 Conflict
+        },
-      }
+        409
      ); // 409 Conflict
    }
    // 以下代码只会被第一个请求执行（wasUnpublished=true）
@@ -111,7 +116,12 @@ feedbackRouter.post(
        if (approved) {
          await learningSystem.learnFromApproval(finding, owner, repo);
        } else {
-          await learningSystem.learnFromFalsePositive(finding, reason || '人工标记为误报', owner, repo);
+          await learningSystem.learnFromFalsePositive(
            finding,
            reason || '人工标记为误报',
            owner,
            repo
          );
        }
        learningApplied = true;
@@ -146,19 +156,9 @@ _此问题已通过人工审批确认_`;
        // 2. 再写本地record，失败不回滚（因为Gitea已成功，重试不应重复发布）
        try {
          if (runDetails.run.eventType === 'pull_request' && runDetails.run.prNumber) {
-            await giteaService.addPullRequestComment(
+            await giteaService.addPullRequestComment(owner, repo, runDetails.run.prNumber, comment);
              owner,
              repo,
              runDetails.run.prNumber,
              comment
            );
          } else if (runDetails.run.commitSha) {
-            await giteaService.addCommitComment(
+            await giteaService.addCommitComment(owner, repo, runDetails.run.commitSha, comment);
              owner,
              repo,
              runDetails.run.commitSha,
              comment
            );
          }
        } catch (giteaError) {
          // Gitea API失败：回滚published状态，允许用户重试发布
@@ -181,7 +181,10 @@ _此问题已通过人工审批确认_`;
        } catch (storeError) {
          // 本地store失败：回滚published标记，允许用户重试
          // 如果用户立即重试，可能导致重复Gitea评论（可接受的权衡以避免永久卡死）
-          console.error('Failed to persist comment record after successful Gitea publish, rolling back:', storeError);
+          console.error(
            'Failed to persist comment record after successful Gitea publish, rolling back:',
            storeError
          );
          await reviewStore.unmarkFindingPublished(finding.runId, finding.fingerprint);
          throw new Error(
            'Comment published to Gitea but failed to save locally. State rolled back, you may retry. Note: immediate retry may create duplicate comments.'
--- a/src/controllers/review.ts
+++ b/src/controllers/review.ts
@@ -1,11 +1,11 @@
 import * as crypto from 'node:crypto';
 import { Context } from 'hono';
 import { map } from 'lodash-es';
 import { giteaService, PullRequestFile, PullRequestDetails } from '../services/gitea';
 import { aiReviewService } from '../services/ai-review';
 import { feishuService } from '../services/feishu';
 import config from '../config';
 import { reviewEngine } from '../review/engine';
-import * as crypto from 'crypto';
+import { aiReviewService } from '../services/ai-review';
 import { feishuService } from '../services/feishu';
 import { PullRequestDetails, PullRequestFile, giteaService } from '../services/gitea';
 import { logger } from '../utils/logger';
 // 判断是否为开发环境
@@ -16,7 +16,7 @@ enum GiteaEventType {
  PullRequest = 'pull_request',
  Status = 'status',
  Issue = 'issues',
-  Unknown = 'unknown'
+  Unknown = 'unknown',
 }
 /**
@@ -48,10 +48,7 @@ function verifyWebhookSignature(body: string, signature: string): boolean {
  // Gitea的签名没有前缀，直接比较
  try {
    // 使用timingSafeEqual进行常量时间比较，防止时序攻击
-    return crypto.timingSafeEqual(
+    return crypto.timingSafeEqual(Buffer.from(calculatedSignature), Buffer.from(signature));
      Buffer.from(calculatedSignature),
      Buffer.from(signature)
    );
  } catch (error) {
    logger.error('签名验证失败', error);
    return false;
@@ -108,10 +105,7 @@ async function handlePullRequestEvent(c: Context, body: any): Promise<Response>
  }
  // 从事件中提取必要信息
-  const {
+  const { pull_request: pullRequest, repository: repo } = body;
    pull_request: pullRequest,
    repository: repo
  } = body;
  if (!pullRequest || !repo) {
    return c.json({ error: '无效的Webhook数据' }, 400);
@@ -123,18 +117,21 @@ async function handlePullRequestEvent(c: Context, body: any): Promise<Response>
  const prTitle = pullRequest.title;
  const prUrl = pullRequest.html_url;
-  logger.info(`收到PR事件`, { owner, repo: repoName, prNumber, action: body.action });
+  logger.info('收到PR事件', { owner, repo: repoName, prNumber, action: body.action });
  // 处理PR审阅者通知
  try {
    // 获取PR的审阅者列表
-    const reviewerUsernames = map(pullRequest.requested_reviewers, reviewer => reviewer.full_name || reviewer.login);
+    const reviewerUsernames = map(
      pullRequest.requested_reviewers,
      (reviewer) => reviewer.full_name || reviewer.login
    );
    // 记录审阅者信息
    if (reviewerUsernames.length > 0) {
-      logger.info(`PR有指定审阅者`, {
+      logger.info('PR有指定审阅者', {
        prNumber,
-        reviewers: reviewerUsernames.join(',')
+        reviewers: reviewerUsernames.join(','),
      });
    }
@@ -145,13 +142,16 @@ async function handlePullRequestEvent(c: Context, body: any): Promise<Response>
    // 处理审阅者指派事件
    if (body.action === 'review_requested' && body.requested_reviewer) {
-      const newReviewerUsername = body.requested_reviewer.full_name || body.requested_reviewer.login;
+      const newReviewerUsername =
        body.requested_reviewer.full_name || body.requested_reviewer.login;
      if (newReviewerUsername) {
-        await feishuService.sendPrReviewerAssignedNotification(prTitle, prUrl, [newReviewerUsername]);
+        await feishuService.sendPrReviewerAssignedNotification(prTitle, prUrl, [
          newReviewerUsername,
        ]);
      }
    }
  } catch (error) {
-    logger.error(`处理PR审阅者通知失败:`, error);
+    logger.error('处理PR审阅者通知失败:', error);
    // 继续执行代码审查流程，不因通知失败而中断
  }
@@ -165,7 +165,9 @@ async function handlePullRequestEvent(c: Context, body: any): Promise<Response>
    }
    // 检测fork PR：head.repo存在且与base repo不同
-    const headCloneUrl = pullRequest.head?.repo ? resolveCloneUrl(pullRequest.head.repo) : undefined;
+    const headCloneUrl = pullRequest.head?.repo
      ? resolveCloneUrl(pullRequest.head.repo)
      : undefined;
    const isForkPR = headCloneUrl && headCloneUrl !== baseCloneUrl;
    // 包含baseSha以支持retarget场景：相同headSha但baseSha变化时需要重新审查
@@ -193,7 +195,7 @@ async function handlePullRequestEvent(c: Context, body: any): Promise<Response>
  }
  // Legacy模式：开始异步审查流程
-  reviewPullRequest(owner, repoName, prNumber).catch(error => {
+  reviewPullRequest(owner, repoName, prNumber).catch((error) => {
    logger.error(`审查PR ${owner}/${repoName}#${prNumber} 失败:`, error);
  });
@@ -211,7 +213,7 @@ async function handleCommitStatusEvent(c: Context, body: any): Promise<Response>
    sha: body.sha,
    commit_id: body.commit?.id,
    context: body.context,
-    repo: body.repository?.full_name
+    repo: body.repository?.full_name,
  });
  // 验证请求体中是否包含必要信息
@@ -250,10 +252,10 @@ async function handleCommitStatusEvent(c: Context, body: any): Promise<Response>
    message: body.commit.message || '',
    added: body.commit.added || [],
    removed: body.commit.removed || [],
-    modified: body.commit.modified || []
+    modified: body.commit.modified || [],
  };
-  logger.info(`收到提交状态更新事件`, {
+  logger.info('收到提交状态更新事件', {
    owner,
    repo: repoName,
    commitSha,
@@ -261,7 +263,7 @@ async function handleCommitStatusEvent(c: Context, body: any): Promise<Response>
    relatedPR: relatedPR?.number || 'unknown',
    added: commitInfo.added.length,
    modified: commitInfo.modified.length,
-    removed: commitInfo.removed.length
+    removed: commitInfo.removed.length,
  });
  // Agent模式优先处理：从本地仓库派生diff，不依赖webhook文件列表
@@ -294,13 +296,17 @@ async function handleCommitStatusEvent(c: Context, body: any): Promise<Response>
  }
  // Legacy模式：需要webhook文件列表
-  if (commitInfo.added.length === 0 && commitInfo.modified.length === 0 && commitInfo.removed.length === 0) {
+  if (
    commitInfo.added.length === 0 &&
    commitInfo.modified.length === 0 &&
    commitInfo.removed.length === 0
  ) {
    logger.warn('提交没有文件变更信息，忽略审查', { commitSha });
    return c.json({ status: 'ignored', message: '提交没有文件变更信息' }, 200);
  }
  // 开始异步审查流程，传入关联的PR信息
-  reviewCommit(owner, repoName, commitSha, commitInfo, relatedPR).catch(error => {
+  reviewCommit(owner, repoName, commitSha, commitInfo, relatedPR).catch((error) => {
    logger.error(`审查提交 ${owner}/${repoName}@${commitSha} 失败:`, error);
  });
@@ -321,14 +327,17 @@ async function handleIssueEvent(c: Context, body: any): Promise<Response> {
  const issueTitle = issue.title;
  const issueUrl = issue.html_url;
  const creatorUsername = issue.user.full_name || issue.user.login;
-  const assigneeUsernames = map(issue.assignees, assignee => assignee.full_name || assignee.login);
+  const assigneeUsernames = map(
    issue.assignees,
    (assignee) => assignee.full_name || assignee.login
  );
-  logger.info(`收到工单事件`, {
+  logger.info('收到工单事件', {
    action,
    issueTitle,
    issueUrl,
    creatorUsername,
-    assigneeUsernames: assigneeUsernames.join(',')
+    assigneeUsernames: assigneeUsernames.join(','),
  });
  try {
@@ -371,16 +380,16 @@ async function reviewPullRequest(owner: string, repo: string, prNumber: number):
        number: prNumber,
        title: '测试PR',
        head: {
-          sha: 'abcd1234abcd1234abcd1234abcd1234abcd1234'
+          sha: 'abcd1234abcd1234abcd1234abcd1234abcd1234',
        },
        base: {
          repo: {
            owner: {
-              login: owner
+              login: owner,
            },
-            name: repo
+            name: repo,
-          }
+          },
-        }
+        },
      };
      // 测试用diff内容
@@ -404,7 +413,7 @@ index 1234567..abcdefg 100644
      // 生产环境中从Gitea获取真实数据
      [prDetails, diffContent] = await Promise.all([
        giteaService.getPullRequestDetails(owner, repo, prNumber),
-        giteaService.getPullRequestDiff(owner, repo, prNumber)
+        giteaService.getPullRequestDiff(owner, repo, prNumber),
      ]);
    }
@@ -421,21 +430,21 @@ index 1234567..abcdefg 100644
    );
    logger.info('代码审查结果', {
-      summary: reviewResult.summary.substring(0, 100) + '...',
+      summary: `${reviewResult.summary.substring(0, 100)}...`,
-      commentCount: reviewResult.lineComments.length
+      commentCount: reviewResult.lineComments.length,
    });
    // 添加总结评论
    if (isDev) {
      logger.info('开发环境: 模拟添加PR评论', {
-        comment: reviewResult.summary
+        comment: reviewResult.summary,
      });
    } else {
      logger.info('生产环境: 添加PR评论', {
        owner,
        repo,
        prNumber,
-        comment: reviewResult.summary
+        comment: reviewResult.summary,
      });
      await giteaService.addPullRequestComment(
        owner,
@@ -450,7 +459,7 @@ index 1234567..abcdefg 100644
      if (isDev) {
        logger.info('开发环境: 模拟添加行评论', {
          commentCount: reviewResult.lineComments.length,
-          comments: reviewResult.lineComments
+          comments: reviewResult.lineComments,
        });
      } else {
        await giteaService.addLineComments(
@@ -465,7 +474,7 @@ index 1234567..abcdefg 100644
    logger.info(`完成PR ${owner}/${repo}#${prNumber} 的代码审查`);
  } catch (error) {
-    logger.error(`审查PR失败:`, error);
+    logger.error('审查PR失败:', error);
    throw error;
  }
 }
@@ -478,21 +487,22 @@ async function reviewCommit(
  repo: string,
  commitSha: string,
  commitInfo: {
-    sha: string,
+    sha: string;
-    message: string,
+    message: string;
-    added: string[],
+    added: string[];
-    modified: string[],
+    modified: string[];
-    removed: string[]
+    removed: string[];
  },
  relatedPR?: PullRequestDetails | null
 ): Promise<void> {
  try {
    logger.info(`开始审查提交 ${owner}/${repo}@${commitSha}`);
    logger.info('提交信息', {
-      message: commitInfo.message.substring(0, 100) + (commitInfo.message.length > 100 ? '...' : ''),
+      message:
        commitInfo.message.substring(0, 100) + (commitInfo.message.length > 100 ? '...' : ''),
      added: commitInfo.added.length,
      modified: commitInfo.modified.length,
-      removed: commitInfo.removed.length
+      removed: commitInfo.removed.length,
    });
    // 如果是开发环境，打印更多信息但不执行实际审查
@@ -503,47 +513,42 @@ async function reviewCommit(
        commitSha,
        added: commitInfo.added,
        modified: commitInfo.modified,
-        removed: commitInfo.removed
+        removed: commitInfo.removed,
      });
      return;
    }
    // 创建自定义文件列表，因为Gitea API不直接提供
    const webhookFiles: PullRequestFile[] = [
-      ...commitInfo.added.map(filename => ({
+      ...commitInfo.added.map((filename) => ({
        filename,
        status: 'added',
        additions: 0, // 不知道具体行数
        deletions: 0,
-        changes: 0
+        changes: 0,
      })),
-      ...commitInfo.modified.map(filename => ({
+      ...commitInfo.modified.map((filename) => ({
        filename,
        status: 'modified',
        additions: 0,
        deletions: 0,
-        changes: 0
+        changes: 0,
      })),
-      ...commitInfo.removed.map(filename => ({
+      ...commitInfo.removed.map((filename) => ({
        filename,
        status: 'removed',
        additions: 0,
        deletions: 0,
-        changes: 0
+        changes: 0,
-      }))
+      })),
    ];
    // 使用AI审查服务分析提交，并传入webhook提供的文件列表
-    const reviewResult = await aiReviewService.reviewCommit(
+    const reviewResult = await aiReviewService.reviewCommit(owner, repo, commitSha, webhookFiles);
      owner,
      repo,
      commitSha,
      webhookFiles
    );
    logger.info('提交代码审查结果', {
-      summary: reviewResult.summary.substring(0, 100) + '...',
+      summary: `${reviewResult.summary.substring(0, 100)}...`,
-      commentCount: reviewResult.lineComments.length
+      commentCount: reviewResult.lineComments.length,
    });
    // 添加总结评论到提交
@@ -562,7 +567,7 @@ async function reviewCommit(
    // 尝试使用传入的PR信息，或者查找相关的PR
    try {
      // 如果已经有关联PR，直接使用
-      if (relatedPR && relatedPR.number) {
+      if (relatedPR?.number) {
        logger.info(`使用已知关联的PR #${relatedPR.number}`);
        // 添加行级评论
@@ -579,7 +584,7 @@ async function reviewCommit(
        // 否则尝试查找
        logger.info('尝试查找与提交关联的PR');
        const response = await giteaService.getRelatedPullRequest(owner, repo, commitSha);
-        if (response && response.number) {
+        if (response?.number) {
          logger.info(`找到与提交关联的PR #${response.number}`);
          // 添加行级评论
@@ -602,7 +607,7 @@ async function reviewCommit(
    logger.info(`完成提交 ${owner}/${repo}@${commitSha} 的代码审查`);
  } catch (error) {
-    logger.error(`审查提交失败:`, error);
+    logger.error('审查提交失败:', error);
    throw error;
  }
 }
--- a/src/index.ts
+++ b/src/index.ts
@@ -1,13 +1,13 @@
 import { Hono } from 'hono';
 import { jwt } from 'hono/jwt';
 import { serveStatic } from 'hono/bun';
-import { handleGiteaWebhook } from './controllers/review';
+import { jwt } from 'hono/jwt';
 import { adminController } from './controllers/admin';
 import { feedbackRouter, initializeFeedbackSystem } from './controllers/feedback';
 import { configRouter } from './controllers/config';
 import config from './config';
 import { reviewEngine } from './review/engine';
 import OpenAI from 'openai';
 import config from './config';
 import { adminController } from './controllers/admin';
 import { configRouter } from './controllers/config';
 import { feedbackRouter, initializeFeedbackSystem } from './controllers/feedback';
 import { handleGiteaWebhook } from './controllers/review';
 import { reviewEngine } from './review/engine';
 // 创建Hono应用实例
 const app = new Hono();
@@ -25,12 +25,12 @@ app.get('/', (c) => {
    webhookSecurityEnabled: webhookSecretConfigured,
    configuration: {
      webhookEndpoints: {
-        unified: '/webhook/gitea (支持Pull Request和Commit Status事件)'
+        unified: '/webhook/gitea (支持Pull Request和Commit Status事件)',
      },
      signature: webhookSecretConfigured
        ? '签名验证已启用 (使用X-Gitea-Signature头)'
-        : '警告: 签名验证未配置，建议设置WEBHOOK_SECRET环境变量'
+        : '警告: 签名验证未配置，建议设置WEBHOOK_SECRET环境变量',
-    }
+    },
  });
 });
@@ -49,7 +49,6 @@ adminProtected.route('/feedback', feedbackRouter);
 adminProtected.route('/config', configRouter);
 app.route('/admin/api', adminProtected);
 // --- 前端静态文件服务 ---
 // 优先服务于 public 目录下的静态文件
@@ -58,7 +57,6 @@ app.use('/*', serveStatic({ root: './public' }));
 // 对于所有未匹配到的GET请求，返回 index.html，以支持SPA路由
 app.get('*', serveStatic({ path: './public/index.html' }));
 // 启动服务器
 const port = config.app.port;
 console.log(`⚡️ 服务启动在 http://localhost:${port}`);
--- a/src/review/tests/file-review-store.test.ts
+++ b/src/review/tests/file-review-store.test.ts
@@ -1,13 +1,15 @@
-import { describe, test, expect, beforeEach, afterEach } from 'bun:test';
+import { afterEach, beforeEach, describe, expect, test } from 'bun:test';
-import { FileReviewStore } from '../store/file-review-store';
+import { mkdtemp, readFile, rm } from 'node:fs/promises';
 import { mkdtemp, rm, readFile } from 'node:fs/promises';
 import { tmpdir } from 'node:os';
 import path from 'node:path';
 import { FileReviewStore } from '../store/file-review-store';
 import type { PullRequestReviewPayload } from '../types';
-function makePRPayload(overrides: Partial<PullRequestReviewPayload> = {}): PullRequestReviewPayload {
+function makePRPayload(
  overrides: Partial<PullRequestReviewPayload> = {}
 ): PullRequestReviewPayload {
  return {
-    idempotencyKey: 'idem-' + Math.random().toString(36).slice(2, 8),
+    idempotencyKey: `idem-${Math.random().toString(36).slice(2, 8)}`,
    eventType: 'pull_request',
    owner: 'test-owner',
    repo: 'test-repo',
@@ -305,17 +307,37 @@ describe('FileReviewStore', () => {
      await store.addFindings(run.id, [
        {
-          id: 'f1', runId: run.id, fingerprint: 'fp1', category: 'correctness',
+          id: 'f1',
-          severity: 'high', confidence: 0.9, path: 'a.ts', line: 1,
+          runId: run.id,
-          title: 'Old', detail: 'd', evidence: 'e', suggestion: 's', published: false,
+          fingerprint: 'fp1',
          category: 'correctness',
          severity: 'high',
          confidence: 0.9,
          path: 'a.ts',
          line: 1,
          title: 'Old',
          detail: 'd',
          evidence: 'e',
          suggestion: 's',
          published: false,
        },
      ]);
      await store.addFindings(run.id, [
        {
-          id: 'f2', runId: run.id, fingerprint: 'fp2', category: 'security',
+          id: 'f2',
-          severity: 'medium', confidence: 0.8, path: 'b.ts', line: 2,
+          runId: run.id,
-          title: 'New', detail: 'd', evidence: 'e', suggestion: 's', published: false,
+          fingerprint: 'fp2',
          category: 'security',
          severity: 'medium',
          confidence: 0.8,
          path: 'b.ts',
          line: 2,
          title: 'New',
          detail: 'd',
          evidence: 'e',
          suggestion: 's',
          published: false,
        },
      ]);
@@ -329,9 +351,19 @@ describe('FileReviewStore', () => {
      const { run } = await store.createOrReuseRun(payload);
      await store.addFindings(run.id, [
        {
-          id: 'f1', runId: run.id, fingerprint: 'fp1', category: 'correctness',
+          id: 'f1',
-          severity: 'high', confidence: 0.9, path: 'a.ts', line: 1,
+          runId: run.id,
-          title: 'Bug', detail: 'd', evidence: 'e', suggestion: 's', published: false,
+          fingerprint: 'fp1',
          category: 'correctness',
          severity: 'high',
          confidence: 0.9,
          path: 'a.ts',
          line: 1,
          title: 'Bug',
          detail: 'd',
          evidence: 'e',
          suggestion: 's',
          published: false,
        },
      ]);
@@ -352,9 +384,9 @@ describe('FileReviewStore', () => {
      await store.createOrReuseRun(p1);
      // Ensure distinct timestamps for sorting
-      await new Promise(r => setTimeout(r, 5));
+      await new Promise((r) => setTimeout(r, 5));
      await store.createOrReuseRun(p2);
-      await new Promise(r => setTimeout(r, 5));
+      await new Promise((r) => setTimeout(r, 5));
      await store.createOrReuseRun(p3);
      const runs = await store.listRuns();
--- a/src/review/tests/integration.test.ts
+++ b/src/review/tests/integration.test.ts
@@ -1,19 +1,17 @@
-import { describe, test, expect, beforeEach, afterEach } from 'bun:test';
+import { afterEach, beforeEach, describe, expect, test } from 'bun:test';
 import { mkdtemp, rm } from 'node:fs/promises';
 import { tmpdir } from 'node:os';
 import path from 'node:path';
 import { FileReviewStore } from '../store/file-review-store';
 import { JudgeAgent } from '../agents/judge-agent';
 import { applyPublishPolicy } from '../policy/publish-policy';
-import type {
+import { FileReviewStore } from '../store/file-review-store';
-  PullRequestReviewPayload,
+import type { Finding, PullRequestReviewPayload } from '../types';
  Finding,
  ReviewRun,
 } from '../types';
 type PartialFinding = Omit<Finding, 'id' | 'runId' | 'published'>;
-function makePRPayload(overrides: Partial<PullRequestReviewPayload> = {}): PullRequestReviewPayload {
+function makePRPayload(
  overrides: Partial<PullRequestReviewPayload> = {}
 ): PullRequestReviewPayload {
  return {
    idempotencyKey: 'test/repo#1:aaa...bbb',
    eventType: 'pull_request',
@@ -27,7 +25,10 @@ function makePRPayload(overrides: Partial<PullRequestReviewPayload> = {}): PullR
  };
 }
-function makeAgentFindings(count: number, severity: 'high' | 'medium' | 'low' = 'high'): PartialFinding[] {
+function makeAgentFindings(
  count: number,
  severity: 'high' | 'medium' | 'low' = 'high'
 ): PartialFinding[] {
  return Array.from({ length: count }, (_, i) => ({
    fingerprint: `fp-${severity}-${i}`,
    category: 'correctness' as const,
--- a/src/review/tests/judge-agent.test.ts
+++ b/src/review/tests/judge-agent.test.ts
@@ -1,4 +1,4 @@
-import { describe, test, expect } from 'bun:test';
+import { describe, expect, test } from 'bun:test';
 import { JudgeAgent } from '../agents/judge-agent';
 import type { Finding } from '../types';
@@ -6,7 +6,7 @@ type TestFinding = Omit<Finding, 'id' | 'runId' | 'published'>;
 function makeFinding(overrides: Partial<TestFinding> = {}): TestFinding {
  return {
-    fingerprint: 'fp-' + Math.random().toString(36).slice(2, 8),
+    fingerprint: `fp-${Math.random().toString(36).slice(2, 8)}`,
    category: 'correctness',
    severity: 'medium',
    confidence: 0.8,
@@ -34,8 +34,8 @@ describe('JudgeAgent', () => {
  test('duplicate fingerprints → keeps highest weighted', () => {
    const fp = 'same-fingerprint';
    const findings: TestFinding[] = [
-      makeFinding({ fingerprint: fp, severity: 'low', confidence: 0.9 }),     // weight: 1 * 0.9 = 0.9
+      makeFinding({ fingerprint: fp, severity: 'low', confidence: 0.9 }), // weight: 1 * 0.9 = 0.9
-      makeFinding({ fingerprint: fp, severity: 'high', confidence: 0.5 }),    // weight: 3 * 0.5 = 1.5  ← winner
+      makeFinding({ fingerprint: fp, severity: 'high', confidence: 0.5 }), // weight: 3 * 0.5 = 1.5  ← winner
      makeFinding({ fingerprint: fp, severity: 'medium', confidence: 0.6 }), // weight: 2 * 0.6 = 1.2
    ];
    const result = judge.judge(findings);
@@ -59,8 +59,8 @@ describe('JudgeAgent', () => {
  // ─── Sorting by severity × confidence ───
  test('findings sorted by weight descending', () => {
    const findings: TestFinding[] = [
-      makeFinding({ fingerprint: 'a', severity: 'low', confidence: 0.9 }),     // 1 * 0.9 = 0.9
+      makeFinding({ fingerprint: 'a', severity: 'low', confidence: 0.9 }), // 1 * 0.9 = 0.9
-      makeFinding({ fingerprint: 'b', severity: 'high', confidence: 0.8 }),    // 3 * 0.8 = 2.4
+      makeFinding({ fingerprint: 'b', severity: 'high', confidence: 0.8 }), // 3 * 0.8 = 2.4
      makeFinding({ fingerprint: 'c', severity: 'medium', confidence: 0.7 }), // 2 * 0.7 = 1.4
    ];
    const result = judge.judge(findings);
@@ -99,10 +99,10 @@ describe('JudgeAgent', () => {
  // ─── Dedup + sort combined ───
  test('dedup then sort: complex scenario', () => {
    const findings: TestFinding[] = [
-      makeFinding({ fingerprint: 'x', severity: 'low', confidence: 0.3 }),     // weight 0.3 — will be overridden
+      makeFinding({ fingerprint: 'x', severity: 'low', confidence: 0.3 }), // weight 0.3 — will be overridden
-      makeFinding({ fingerprint: 'y', severity: 'high', confidence: 0.9 }),    // weight 2.7 — unique
+      makeFinding({ fingerprint: 'y', severity: 'high', confidence: 0.9 }), // weight 2.7 — unique
      makeFinding({ fingerprint: 'x', severity: 'medium', confidence: 0.8 }), // weight 1.6 — overrides x
-      makeFinding({ fingerprint: 'z', severity: 'high', confidence: 0.5 }),    // weight 1.5 — unique
+      makeFinding({ fingerprint: 'z', severity: 'high', confidence: 0.5 }), // weight 1.5 — unique
    ];
    const result = judge.judge(findings);
    expect(result.findings).toHaveLength(3); // x, y, z (deduped)
--- a/src/review/tests/publish-policy.test.ts
+++ b/src/review/tests/publish-policy.test.ts
@@ -1,4 +1,4 @@
-import { describe, test, expect } from 'bun:test';
+import { describe, expect, test } from 'bun:test';
 import { applyPublishPolicy } from '../policy/publish-policy';
 import type { Finding } from '../types';
@@ -6,7 +6,7 @@ type TestFinding = Omit<Finding, 'id' | 'runId' | 'published'>;
 function makeFinding(overrides: Partial<TestFinding> = {}): TestFinding {
  return {
-    fingerprint: 'fp-' + Math.random().toString(36).slice(2, 8),
+    fingerprint: `fp-${Math.random().toString(36).slice(2, 8)}`,
    category: 'correctness',
    severity: 'medium',
    confidence: 0.9,
@@ -113,11 +113,11 @@ describe('applyPublishPolicy', () => {
  // ─── Mixed findings ───
  test('mixed findings split correctly', () => {
    const findings: TestFinding[] = [
-      makeFinding({ severity: 'high', confidence: 0.95 }),  // → publishable
+      makeFinding({ severity: 'high', confidence: 0.95 }), // → publishable
      makeFinding({ severity: 'medium', confidence: 0.85 }), // → publishable
-      makeFinding({ severity: 'low', confidence: 0.9 }),     // → dropped (low severity, humanGate off)
+      makeFinding({ severity: 'low', confidence: 0.9 }), // → dropped (low severity, humanGate off)
-      makeFinding({ severity: 'high', confidence: 0.5 }),    // → dropped (low confidence)
+      makeFinding({ severity: 'high', confidence: 0.5 }), // → dropped (low confidence)
-      makeFinding({ severity: 'medium', confidence: 0.6 }),  // → dropped (low confidence)
+      makeFinding({ severity: 'medium', confidence: 0.6 }), // → dropped (low confidence)
    ];
    const result = applyPublishPolicy(findings, MIN_CONFIDENCE, false);
    expect(result.publishable).toHaveLength(2);
@@ -127,9 +127,9 @@ describe('applyPublishPolicy', () => {
  test('mixed findings with humanGate on', () => {
    const findings: TestFinding[] = [
-      makeFinding({ severity: 'high', confidence: 0.95 }),  // → publishable
+      makeFinding({ severity: 'high', confidence: 0.95 }), // → publishable
-      makeFinding({ severity: 'low', confidence: 0.9 }),     // → gated
+      makeFinding({ severity: 'low', confidence: 0.9 }), // → gated
-      makeFinding({ severity: 'high', confidence: 0.5 }),    // → gated
+      makeFinding({ severity: 'high', confidence: 0.5 }), // → gated
    ];
    const result = applyPublishPolicy(findings, MIN_CONFIDENCE, true);
    expect(result.publishable).toHaveLength(1);
@@ -161,7 +161,7 @@ describe('applyPublishPolicy', () => {
    const result = applyPublishPolicy(findings, MIN_CONFIDENCE, false);
    // Policy doesn't care about fingerprint - each finding evaluated independently
    expect(result.publishable).toHaveLength(2); // high+medium
-    expect(result.dropped).toHaveLength(1);      // low severity
+    expect(result.dropped).toHaveLength(1); // low severity
  });
  // ─── Different minConfidence thresholds ───
--- a/src/review/tests/sandbox-exec.test.ts
+++ b/src/review/tests/sandbox-exec.test.ts
@@ -1,4 +1,4 @@
-import { describe, test, expect } from 'bun:test';
+import { describe, expect, test } from 'bun:test';
 import { SandboxExec } from '../context/sandbox-exec';
 describe('SandboxExec', () => {
@@ -157,6 +157,6 @@ describe('SandboxExec', () => {
    });
    expect(result.stdout).not.toContain('SUPER_SECRET_TOKEN');
    expect(result.stdout).not.toContain('should-not-leak');
-    delete process.env.SUPER_SECRET_TOKEN;
+    process.env.SUPER_SECRET_TOKEN = undefined;
  });
 });
--- a/src/review/tests/specialist-agent-react.test.ts
+++ b/src/review/tests/specialist-agent-react.test.ts
@@ -1,9 +1,9 @@
-import { describe, test, expect, mock } from 'bun:test';
+import { describe, expect, mock, test } from 'bun:test';
 import { z } from 'zod';
 import { SpecialistAgent } from '../agents/specialist-agent';
 import { ToolRegistry } from '../tools/registry';
 import { z } from 'zod';
 import type { ReviewRun, ReviewContext, FindingCategory } from '../types';
 import type { Tool } from '../tools/types';
 import type { FindingCategory, ReviewContext, ReviewRun } from '../types';
 function makeRun(overrides: Partial<ReviewRun> = {}): ReviewRun {
  return {
@@ -139,9 +139,7 @@ describe('SpecialistAgent ReAct loop', () => {
      suggestion: 'Use undefined',
    };
-    const { client, getCalls } = createMockOpenAI([
+    const { client, getCalls } = createMockOpenAI([() => jsonResponse({ findings: [finding] })]);
      () => jsonResponse({ findings: [finding] }),
    ]);
    const agent = new SpecialistAgent(client as any, 'gpt-4', category, 'TestAgent', 'bugs');
    const result = await agent.review(makeRun(), makeContext());
@@ -178,7 +176,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
@@ -203,7 +206,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    await agent.review(makeRun(), makeContext());
@@ -222,16 +230,21 @@ describe('SpecialistAgent ReAct loop', () => {
    const registry = new ToolRegistry();
    registry.register(makeDummyTool());
-    let callCount = 0;
+    const _callCount = 0;
    const { client, getCalls } = createMockOpenAI([
      () => jsonResponse({ findings: [], need_more_investigation: true }),
      () => jsonResponse({ findings: [], need_more_investigation: false }),
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
-    const result = await agent.review(makeRun(), makeContext());
+    const _result = await agent.review(makeRun(), makeContext());
    const calls = getCalls();
    expect(calls.length).toBeGreaterThanOrEqual(2);
@@ -271,7 +284,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
@@ -314,7 +332,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
@@ -329,11 +352,18 @@ describe('SpecialistAgent ReAct loop', () => {
    registry.register(makeDummyTool());
    const { client } = createMockOpenAI([
-      () => { throw new Error('API rate limited'); },
+      () => {
        throw new Error('API rate limited');
      },
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
@@ -351,9 +381,14 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
-    const result = await agent.review(makeRun(), makeContext());
+    const _result = await agent.review(makeRun(), makeContext());
    const calls = getCalls();
    expect(calls).toHaveLength(2);
@@ -369,7 +404,9 @@ describe('SpecialistAgent ReAct loop', () => {
    const registry = new ToolRegistry();
    registry.register({
      ...makeDummyTool(),
-      execute: async () => { throw new Error('Sandbox timeout'); },
+      execute: async () => {
        throw new Error('Sandbox timeout');
      },
    });
    const { client, getCalls } = createMockOpenAI([
@@ -378,7 +415,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    await agent.review(makeRun(), makeContext());
@@ -397,7 +439,12 @@ describe('SpecialistAgent ReAct loop', () => {
    const { client } = createMockOpenAI([() => emptyResponse()]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
@@ -413,7 +460,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
@@ -440,7 +492,12 @@ describe('SpecialistAgent ReAct loop', () => {
    ]);
    const agent = new SpecialistAgent(
-      client as any, 'gpt-4', category, 'TestAgent', 'bugs', registry
+      client as any,
      'gpt-4',
      category,
      'TestAgent',
      'bugs',
      registry
    );
    const result = await agent.review(makeRun(), makeContext());
--- a/src/review/agents/correctness-agent.ts
+++ b/src/review/agents/correctness-agent.ts
@@ -1,10 +1,23 @@
 import OpenAI from 'openai';
 import { SpecialistAgent } from './specialist-agent';
 import { ToolRegistry } from '../tools/registry';
 import type { LearningSystem } from '../learning/learning-system';
 import { ToolRegistry } from '../tools/registry';
 import { SpecialistAgent } from './specialist-agent';
 export class CorrectnessAgent extends SpecialistAgent {
-  constructor(openai: OpenAI, model: string, toolRegistry?: ToolRegistry, learningSystem?: LearningSystem) {
+  constructor(
-    super(openai, model, 'correctness', 'Correctness Agent', '业务逻辑正确性、边界条件、空值处理和明显bug', toolRegistry, learningSystem);
+    openai: OpenAI,
    model: string,
    toolRegistry?: ToolRegistry,
    learningSystem?: LearningSystem
  ) {
    super(
      openai,
      model,
      'correctness',
      'Correctness Agent',
      '业务逻辑正确性、边界条件、空值处理和明显bug',
      toolRegistry,
      learningSystem
    );
  }
 }
--- a/src/review/agents/critic-agent.ts
+++ b/src/review/agents/critic-agent.ts
@@ -1,6 +1,6 @@
 import OpenAI from 'openai';
 import { Finding, ReviewContext } from '../types';
 import { logger } from '../../utils/logger';
 import { Finding, ReviewContext } from '../types';
 export interface CritiqueResult {
  qualityScore: number; // 0-1
--- a/src/review/agents/debate-orchestrator.ts
+++ b/src/review/agents/debate-orchestrator.ts
@@ -1,7 +1,7 @@
 import OpenAI from 'openai';
 import { SpecialistAgent } from './specialist-agent';
 import { Finding, FindingSeverity } from '../types';
 import { logger } from '../../utils/logger';
 import { Finding, FindingSeverity } from '../types';
 import { SpecialistAgent } from './specialist-agent';
 interface AgentOpinion {
  agentName: string;
@@ -23,7 +23,7 @@ export class DebateOrchestrator {
  async conductDebate(
    finding: Omit<Finding, 'id' | 'runId' | 'published'>,
    agents: SpecialistAgent[],
-    maxRounds: number = 2
+    maxRounds = 2
  ): Promise<Omit<Finding, 'id' | 'runId' | 'published'>> {
    if (agents.length < 2) {
      logger.debug('Debate需要至少2个agents，跳过');
@@ -213,13 +213,15 @@ ${otherOpinions
      // 返回当前意见（从opinions Map中获取）
      const currentOpinion = opinions.get(agentName);
-      return currentOpinion || {
+      return (
-        agentName,
+        currentOpinion || {
-        confidence: 0.5,
+          agentName,
-        severity: 'medium',
+          confidence: 0.5,
-        reasoning: '修订失败',
+          severity: 'medium',
-        isValid: true,
+          reasoning: '修订失败',
-      };
+          isValid: true,
        }
      );
    }
  }
@@ -297,11 +299,15 @@ ${otherOpinions
      severityVotes[vote.severity] += vote.confidence;
    });
-    const agreedSeverity = (Object.entries(severityVotes).sort((a, b) => b[1] - a[1])[0][0] as FindingSeverity) || finding.severity;
+    const agreedSeverity =
      (Object.entries(severityVotes).sort((a, b) => b[1] - a[1])[0][0] as FindingSeverity) ||
      finding.severity;
    // 综合推理
    const synthesizedDetail = `${finding.detail}\n\n**专家Debate意见汇总：**\n${validVotes
-      .map((v) => `- ${v.agentName} (${v.severity}, 置信度${v.confidence.toFixed(2)}): ${v.reasoning}`)
+      .map(
        (v) => `- ${v.agentName} (${v.severity}, 置信度${v.confidence.toFixed(2)}): ${v.reasoning}`
      )
      .join('\n')}`;
    logger.info('Debate达成共识', {
--- a/src/review/agents/judge-agent.ts
+++ b/src/review/agents/judge-agent.ts
@@ -1,4 +1,4 @@
-import { ReviewDecision, Finding } from '../types';
+import { Finding, ReviewDecision } from '../types';
 const severityWeight: Record<Finding['severity'], number> = {
  high: 3,
--- a/src/review/agents/maintainability-agent.ts
+++ b/src/review/agents/maintainability-agent.ts
@@ -1,10 +1,23 @@
 import OpenAI from 'openai';
 import { SpecialistAgent } from './specialist-agent';
 import { ToolRegistry } from '../tools/registry';
 import type { LearningSystem } from '../learning/learning-system';
 import { ToolRegistry } from '../tools/registry';
 import { SpecialistAgent } from './specialist-agent';
 export class MaintainabilityAgent extends SpecialistAgent {
-  constructor(openai: OpenAI, model: string, toolRegistry?: ToolRegistry, learningSystem?: LearningSystem) {
+  constructor(
-    super(openai, model, 'maintainability', 'Maintainability Agent', '可维护性、复杂度、接口破坏风险和可测试性不足', toolRegistry, learningSystem);
+    openai: OpenAI,
    model: string,
    toolRegistry?: ToolRegistry,
    learningSystem?: LearningSystem
  ) {
    super(
      openai,
      model,
      'maintainability',
      'Maintainability Agent',
      '可维护性、复杂度、接口破坏风险和可测试性不足',
      toolRegistry,
      learningSystem
    );
  }
 }
--- a/src/review/agents/reflexion-agent.ts
+++ b/src/review/agents/reflexion-agent.ts
@@ -1,15 +1,18 @@
 import OpenAI from 'openai';
 import { SpecialistAgent } from './specialist-agent';
 import { CriticAgent, CritiqueResult } from './critic-agent';
 import { AgentResult, FindingCategory, ReviewContext, ReviewRun, Finding } from '../types';
 import { ToolRegistry } from '../tools/registry';
 import { LearningSystem } from '../learning/learning-system';
 import { logger } from '../../utils/logger';
 import { findingResponseSchema } from '../schema/finding-schema';
 import { createHash } from 'node:crypto';
 import OpenAI from 'openai';
 import { logger } from '../../utils/logger';
 import { LearningSystem } from '../learning/learning-system';
 import { findingResponseSchema } from '../schema/finding-schema';
 import { ToolRegistry } from '../tools/registry';
 import { AgentResult, Finding, FindingCategory, ReviewContext, ReviewRun } from '../types';
 import { CriticAgent, CritiqueResult } from './critic-agent';
 import { SpecialistAgent } from './specialist-agent';
 function buildFingerprint(category: string, path: string, line: number, title: string): string {
-  return createHash('sha256').update(`${category}:${path}:${line}:${title}`).digest('hex').slice(0, 24);
+  return createHash('sha256')
    .update(`${category}:${path}:${line}:${title}`)
    .digest('hex')
    .slice(0, 24);
 }
 export class ReflexionAgent extends SpecialistAgent {
@@ -31,7 +34,7 @@ export class ReflexionAgent extends SpecialistAgent {
  async reviewWithReflection(
    run: ReviewRun,
    context: ReviewContext,
-    maxReflectionRounds: number = 2
+    maxReflectionRounds = 2
  ): Promise<AgentResult> {
    let bestFindings: Omit<Finding, 'id' | 'runId' | 'published'>[] = [];
    let bestQualityScore = 0;
@@ -165,7 +168,9 @@ ${context.diff.slice(0, 3000)}
      return validated.findings.map((finding) => ({
        ...finding,
        category: this.category,
-        fingerprint: finding.fingerprint || buildFingerprint(this.category, finding.path, finding.line, finding.title),
+        fingerprint:
          finding.fingerprint ||
          buildFingerprint(this.category, finding.path, finding.line, finding.title),
      }));
    } catch (error) {
      logger.error(`${this.agentName} Refine失败`, {
--- a/src/review/agents/reliability-agent.ts
+++ b/src/review/agents/reliability-agent.ts
@@ -1,10 +1,23 @@
 import OpenAI from 'openai';
 import { SpecialistAgent } from './specialist-agent';
 import { ToolRegistry } from '../tools/registry';
 import type { LearningSystem } from '../learning/learning-system';
 import { ToolRegistry } from '../tools/registry';
 import { SpecialistAgent } from './specialist-agent';
 export class ReliabilityAgent extends SpecialistAgent {
-  constructor(openai: OpenAI, model: string, toolRegistry?: ToolRegistry, learningSystem?: LearningSystem) {
+  constructor(
-    super(openai, model, 'reliability', 'Reliability Agent', '错误处理、重试策略、幂等性、并发一致性和资源释放', toolRegistry, learningSystem);
+    openai: OpenAI,
    model: string,
    toolRegistry?: ToolRegistry,
    learningSystem?: LearningSystem
  ) {
    super(
      openai,
      model,
      'reliability',
      'Reliability Agent',
      '错误处理、重试策略、幂等性、并发一致性和资源释放',
      toolRegistry,
      learningSystem
    );
  }
 }
--- a/src/review/agents/security-agent.ts
+++ b/src/review/agents/security-agent.ts
@@ -1,10 +1,23 @@
 import OpenAI from 'openai';
 import { SpecialistAgent } from './specialist-agent';
 import { ToolRegistry } from '../tools/registry';
 import type { LearningSystem } from '../learning/learning-system';
 import { ToolRegistry } from '../tools/registry';
 import { SpecialistAgent } from './specialist-agent';
 export class SecurityAgent extends SpecialistAgent {
-  constructor(openai: OpenAI, model: string, toolRegistry?: ToolRegistry, learningSystem?: LearningSystem) {
+  constructor(
-    super(openai, model, 'security', 'Security Agent', '注入漏洞、权限绕过、敏感信息泄露、反序列化和输入校验缺失', toolRegistry, learningSystem);
+    openai: OpenAI,
    model: string,
    toolRegistry?: ToolRegistry,
    learningSystem?: LearningSystem
  ) {
    super(
      openai,
      model,
      'security',
      'Security Agent',
      '注入漏洞、权限绕过、敏感信息泄露、反序列化和输入校验缺失',
      toolRegistry,
      learningSystem
    );
  }
 }
--- a/src/review/agents/specialist-agent.ts
+++ b/src/review/agents/specialist-agent.ts
@@ -1,14 +1,17 @@
 import OpenAI from 'openai';
 import { createHash } from 'node:crypto';
 import OpenAI from 'openai';
 import { logger } from '../../utils/logger';
 import { findingResponseSchema } from '../schema/finding-schema';
 import { AgentResult, Finding, FindingCategory, ReviewContext, ReviewRun } from '../types';
 import { ToolRegistry } from '../tools/registry';
 import type { ToolResult, ToolExecutionContext } from '../tools/types';
 import type { LearningSystem } from '../learning/learning-system';
 import { findingResponseSchema } from '../schema/finding-schema';
 import { ToolRegistry } from '../tools/registry';
 import type { ToolExecutionContext, ToolResult } from '../tools/types';
 import { AgentResult, Finding, FindingCategory, ReviewContext, ReviewRun } from '../types';
 function buildFingerprint(category: string, path: string, line: number, title: string): string {
-  return createHash('sha256').update(`${category}:${path}:${line}:${title}`).digest('hex').slice(0, 24);
+  return createHash('sha256')
    .update(`${category}:${path}:${line}:${title}`)
    .digest('hex')
    .slice(0, 24);
 }
 function toCompactContext(context: ReviewContext): string {
@@ -58,7 +61,10 @@ function toCompactContext(context: ReviewContext): string {
  let result = tryBuild(maxChangesPerFile, maxFileContentsEntries);
  // 如果超过限制，逐步缩减
-  while (result.length > MAX_CONTEXT_CHARS && (maxChangesPerFile > 20 || maxFileContentsEntries > 0)) {
+  while (
    result.length > MAX_CONTEXT_CHARS &&
    (maxChangesPerFile > 20 || maxFileContentsEntries > 0)
  ) {
    if (maxChangesPerFile > 20) {
      maxChangesPerFile = Math.max(20, Math.floor(maxChangesPerFile * 0.7));
    } else if (maxFileContentsEntries > 0) {
@@ -74,7 +80,7 @@ function toCompactContext(context: ReviewContext): string {
      originalSize: result.length,
      limit: MAX_CONTEXT_CHARS,
    });
-    result = result.slice(0, MAX_CONTEXT_CHARS) + '\n... [truncated]';
+    result = `${result.slice(0, MAX_CONTEXT_CHARS)}\n... [truncated]`;
  }
  return result;
@@ -137,7 +143,8 @@ ${toCompactContext(context)}`;
      const findings = parsed.findings.map((item) => ({
        ...item,
        category: this.category,
-        fingerprint: item.fingerprint || buildFingerprint(this.category, item.path, item.line, item.title),
+        fingerprint:
          item.fingerprint || buildFingerprint(this.category, item.path, item.line, item.title),
      }));
      return {
@@ -259,7 +266,9 @@ confidence取值范围0到1。line必须是正整数且引用新增行。`,
              // 使用schema验证findings，防止畸形数据流入发布系统
              const validated = findingResponseSchema.parse({ findings: parsed.findings });
              for (const item of validated.findings) {
-                const fp = item.fingerprint || buildFingerprint(this.category, item.path, item.line, item.title);
+                const fp =
                  item.fingerprint ||
                  buildFingerprint(this.category, item.path, item.line, item.title);
                // 基于 fingerprint 去重：后续迭代产生的同一 finding 覆盖前一次
                findingsMap.set(fp, {
                  ...item,
@@ -278,7 +287,8 @@ confidence取值范围0到1。line必须是正整数且引用新增行。`,
            messages.push(choice.message as OpenAI.Chat.ChatCompletionMessageParam);
            messages.push({
              role: 'user',
-              content: '请使用工具进行更深入的调查。如果你已经获得了足够的信息，请将 need_more_investigation 设为 false 并输出最终结果。',
+              content:
                '请使用工具进行更深入的调查。如果你已经获得了足够的信息，请将 need_more_investigation 设为 false 并输出最终结果。',
            });
          } catch (parseError) {
            logger.error(`${this.agentName} 解析响应失败`, {
--- a/src/review/context/diff-extractor.ts
+++ b/src/review/context/diff-extractor.ts
@@ -1,8 +1,8 @@
-import { readFile, lstat } from 'node:fs/promises';
+import { lstat, readFile } from 'node:fs/promises';
 import path from 'node:path';
-import { DiffFile, ReviewContext, ReviewRun, ChangedFile } from '../types';
+import { ChangedFile, DiffFile, ReviewContext, ReviewRun } from '../types';
 import { SandboxExec } from './sandbox-exec';
 import { LocalRepoManager } from './local-repo-manager';
 import { SandboxExec } from './sandbox-exec';
 function toStatus(status: string): ChangedFile['status'] {
  const value = status.trim().charAt(0).toUpperCase();
@@ -33,7 +33,11 @@ export class DiffExtractor {
    return this.sandboxExec;
  }
-  async buildContext(run: ReviewRun, mirrorPath: string, workspacePath: string): Promise<ReviewContext> {
+  async buildContext(
    run: ReviewRun,
    mirrorPath: string,
    workspacePath: string
  ): Promise<ReviewContext> {
    const targetSha = run.headSha || run.commitSha;
    if (!targetSha) {
      throw new Error('缺少 target sha，无法构建审查上下文');
@@ -41,7 +45,8 @@ export class DiffExtractor {
    let baseSha = run.baseSha;
    if (!baseSha) {
-      baseSha = await this.localRepoManager.resolveCommitParent(workspacePath, targetSha) || undefined;
+      baseSha =
        (await this.localRepoManager.resolveCommitParent(workspacePath, targetSha)) || undefined;
    }
    // Root commit场景：没有parent，使用git show获取完整diff
@@ -55,7 +60,7 @@ export class DiffExtractor {
      : await this.getChangedFiles(workspacePath, baseSha!, targetSha);
    // 构建允许的文件路径集合，确保parsedDiff也受REVIEW_MAX_FILES_PER_RUN限制
-    const allowedPaths = new Set(changedFiles.map(f => f.path));
+    const allowedPaths = new Set(changedFiles.map((f) => f.path));
    const parsedDiff = this.parseDiff(diff, allowedPaths);
    const fileContents = await this.readChangedFileContents(workspacePath, changedFiles);
@@ -86,32 +91,51 @@ export class DiffExtractor {
    targetSha: string
  ): Promise<string> {
    if (eventType === 'pull_request') {
-      const response = await this.sandboxExec.run('git', ['diff', '--unified=3', `${baseSha}...${targetSha}`], {
+      const response = await this.sandboxExec.run(
-        cwd: workspacePath,
+        'git',
-        timeoutMs: this.commandTimeoutMs,
+        ['diff', '--unified=3', `${baseSha}...${targetSha}`],
-      });
+        {
          cwd: workspacePath,
          timeoutMs: this.commandTimeoutMs,
        }
      );
      return response.stdout;
    }
-    const response = await this.sandboxExec.run('git', ['show', '--format=', '--unified=3', targetSha], {
+    const response = await this.sandboxExec.run(
-      cwd: workspacePath,
+      'git',
-      timeoutMs: this.commandTimeoutMs,
+      ['show', '--format=', '--unified=3', targetSha],
-    });
+      {
        cwd: workspacePath,
        timeoutMs: this.commandTimeoutMs,
      }
    );
    return response.stdout;
  }
-  private async getRootCommitChangedFiles(workspacePath: string, sha: string): Promise<ChangedFile[]> {
+  private async getRootCommitChangedFiles(
    workspacePath: string,
    sha: string
  ): Promise<ChangedFile[]> {
    // Root commit：所有文件都是新增的（A状态）
    // --root flag是必需的，否则diff-tree对root commit返回空输出
-    const statusResult = await this.sandboxExec.run('git', ['diff-tree', '--root', '--no-commit-id', '--name-status', '-r', sha], {
+    const statusResult = await this.sandboxExec.run(
-      cwd: workspacePath,
+      'git',
-      timeoutMs: this.commandTimeoutMs,
+      ['diff-tree', '--root', '--no-commit-id', '--name-status', '-r', sha],
-    });
+      {
        cwd: workspacePath,
        timeoutMs: this.commandTimeoutMs,
      }
    );
-    const numStatResult = await this.sandboxExec.run('git', ['diff-tree', '--root', '--no-commit-id', '--numstat', '-r', sha], {
+    const numStatResult = await this.sandboxExec.run(
-      cwd: workspacePath,
+      'git',
-      timeoutMs: this.commandTimeoutMs,
+      ['diff-tree', '--root', '--no-commit-id', '--numstat', '-r', sha],
-    });
+      {
        cwd: workspacePath,
        timeoutMs: this.commandTimeoutMs,
      }
    );
    const numMap = new Map<string, { additions: number; deletions: number }>();
    for (const line of numStatResult.stdout.split('\n')) {
@@ -155,16 +179,28 @@ export class DiffExtractor {
    return changedFiles;
  }
-  private async getChangedFiles(workspacePath: string, baseSha: string, targetSha: string): Promise<ChangedFile[]> {
+  private async getChangedFiles(
-    const statusResult = await this.sandboxExec.run('git', ['diff', '--name-status', `${baseSha}...${targetSha}`], {
+    workspacePath: string,
-      cwd: workspacePath,
+    baseSha: string,
-      timeoutMs: this.commandTimeoutMs,
+    targetSha: string
-    });
+  ): Promise<ChangedFile[]> {
    const statusResult = await this.sandboxExec.run(
      'git',
      ['diff', '--name-status', `${baseSha}...${targetSha}`],
      {
        cwd: workspacePath,
        timeoutMs: this.commandTimeoutMs,
      }
    );
-    const numStatResult = await this.sandboxExec.run('git', ['diff', '--numstat', `${baseSha}...${targetSha}`], {
+    const numStatResult = await this.sandboxExec.run(
-      cwd: workspacePath,
+      'git',
-      timeoutMs: this.commandTimeoutMs,
+      ['diff', '--numstat', `${baseSha}...${targetSha}`],
-    });
+      {
        cwd: workspacePath,
        timeoutMs: this.commandTimeoutMs,
      }
    );
    const numMap = new Map<string, { additions: number; deletions: number }>();
    for (const line of numStatResult.stdout.split('\n')) {
@@ -229,9 +265,7 @@ export class DiffExtractor {
        const content = await readFile(filePath, 'utf-8');
        result[file.path] = content.slice(0, this.maxFileContentChars);
-      } catch {
+      } catch {}
        continue;
      }
    }
    return result;
@@ -277,7 +311,7 @@ export class DiffExtractor {
      if (line.startsWith('@@')) {
        const match = line.match(/@@ -\d+(?:,\d+)? \+(\d+)(?:,\d+)? @@/);
-        if (match && match[1]) {
+        if (match?.[1]) {
          lineNumber = Number.parseInt(match[1], 10) - 1;
          inHunk = true;
        }
--- a/src/review/context/local-repo-manager.ts
+++ b/src/review/context/local-repo-manager.ts
@@ -1,8 +1,8 @@
 import { createHash } from 'node:crypto';
 import { access, mkdir, rm } from 'node:fs/promises';
 import path from 'node:path';
 import { createHash } from 'node:crypto';
 import { SandboxExec } from './sandbox-exec';
 import { logger } from '../../utils/logger';
 import { SandboxExec } from './sandbox-exec';
 export interface LocalRepoPaths {
  mirrorPath: string;
@@ -91,16 +91,24 @@ export class LocalRepoManager {
      if (!mirrorExists) {
        logger.info('创建本地 mirror 仓库', { owner, repo, mirrorPath });
-        await this.sandboxExec.run('git', [...authArgs, 'clone', '--mirror', cloneUrl, mirrorPath], {
+        await this.sandboxExec.run(
-          cwd: this.workDir,
+          'git',
-          timeoutMs: this.commandTimeoutMs,
+          [...authArgs, 'clone', '--mirror', cloneUrl, mirrorPath],
-        });
+          {
            cwd: this.workDir,
            timeoutMs: this.commandTimeoutMs,
          }
        );
      } else {
        // 更新remote URL（不含认证信息）
-        await this.sandboxExec.run('git', ['--git-dir', mirrorPath, 'remote', 'set-url', 'origin', cloneUrl], {
+        await this.sandboxExec.run(
-          cwd: this.workDir,
+          'git',
-          timeoutMs: this.commandTimeoutMs,
+          ['--git-dir', mirrorPath, 'remote', 'set-url', 'origin', cloneUrl],
-        });
+          {
            cwd: this.workDir,
            timeoutMs: this.commandTimeoutMs,
          }
        );
        // fetch使用认证参数
        await this.sandboxExec.run(
          'git',
@@ -117,28 +125,47 @@ export class LocalRepoManager {
        logger.info('Fork PR检测，添加head remote', { owner, repo, headCloneUrl });
        // 检查head remote是否已存在，存在则更新URL
-        const remoteListResult = await this.sandboxExec.run('git', ['--git-dir', mirrorPath, 'remote'], {
+        const remoteListResult = await this.sandboxExec.run(
-          cwd: this.workDir,
+          'git',
-          timeoutMs: this.commandTimeoutMs,
+          ['--git-dir', mirrorPath, 'remote'],
-        });
+          {
            cwd: this.workDir,
            timeoutMs: this.commandTimeoutMs,
          }
        );
        const hasHeadRemote = remoteListResult.stdout.includes('head');
        if (hasHeadRemote) {
-          await this.sandboxExec.run('git', ['--git-dir', mirrorPath, 'remote', 'set-url', 'head', headCloneUrl], {
+          await this.sandboxExec.run(
-            cwd: this.workDir,
+            'git',
-            timeoutMs: this.commandTimeoutMs,
+            ['--git-dir', mirrorPath, 'remote', 'set-url', 'head', headCloneUrl],
-          });
+            {
              cwd: this.workDir,
              timeoutMs: this.commandTimeoutMs,
            }
          );
        } else {
-          await this.sandboxExec.run('git', ['--git-dir', mirrorPath, 'remote', 'add', 'head', headCloneUrl], {
+          await this.sandboxExec.run(
-            cwd: this.workDir,
+            'git',
-            timeoutMs: this.commandTimeoutMs,
+            ['--git-dir', mirrorPath, 'remote', 'add', 'head', headCloneUrl],
-          });
+            {
              cwd: this.workDir,
              timeoutMs: this.commandTimeoutMs,
            }
          );
        }
        // Fetch head remote
        await this.sandboxExec.run(
          'git',
-          [...authArgs, '--git-dir', mirrorPath, 'fetch', 'head', '+refs/heads/*:refs/remotes/head/*'],
+          [
            ...authArgs,
            '--git-dir',
            mirrorPath,
            'fetch',
            'head',
            '+refs/heads/*:refs/remotes/head/*',
          ],
          {
            cwd: this.workDir,
            timeoutMs: this.commandTimeoutMs,
@@ -156,10 +183,14 @@ export class LocalRepoManager {
        timeoutMs: this.commandTimeoutMs,
      });
-      await this.sandboxExec.run('git', ['--git-dir', mirrorPath, 'worktree', 'add', '--detach', workspacePath, targetSha], {
+      await this.sandboxExec.run(
-        cwd: this.workDir,
+        'git',
-        timeoutMs: this.commandTimeoutMs,
+        ['--git-dir', mirrorPath, 'worktree', 'add', '--detach', workspacePath, targetSha],
-      });
+        {
          cwd: this.workDir,
          timeoutMs: this.commandTimeoutMs,
        }
      );
    } finally {
      // 确保锁总是被释放，在所有mirror-mutating操作（fetch/prune/add）完成后释放
      unlock();
--- a/src/review/context/sandbox-exec.ts
+++ b/src/review/context/sandbox-exec.ts
@@ -44,7 +44,11 @@ export class SandboxExec {
    });
  }
-  async run(command: string, args: string[], options: SandboxRunOptions): Promise<SandboxCommandResult> {
+  async run(
    command: string,
    args: string[],
    options: SandboxRunOptions
  ): Promise<SandboxCommandResult> {
    if (!this.allowedCommands.has(command)) {
      throw new Error(`命令未在白名单中: ${command}`);
    }
--- a/src/review/engine.ts
+++ b/src/review/engine.ts
@@ -23,7 +23,11 @@ class ReviewEngine {
    config.review.maxFilesPerRun,
    config.review.maxFileContentChars
  );
-  private readonly orchestrator = new ReviewOrchestrator(this.store, this.localRepoManager, this.diffExtractor);
+  private readonly orchestrator = new ReviewOrchestrator(
    this.store,
    this.localRepoManager,
    this.diffExtractor
  );
  private started = false;
  private activeRunsCount = 0;
@@ -61,7 +65,9 @@ class ReviewEngine {
    this.started = false;
  }
-  async enqueuePullRequest(payload: PullRequestReviewPayload): Promise<{ run: ReviewRun; reused: boolean }> {
+  async enqueuePullRequest(
    payload: PullRequestReviewPayload
  ): Promise<{ run: ReviewRun; reused: boolean }> {
    await this.store.init();
    return this.store.createOrReuseRun(payload);
  }
@@ -75,7 +81,9 @@ class ReviewEngine {
    return this.store.listRuns(limit);
  }
-  async getRunDetails(runId: string): Promise<Awaited<ReturnType<FileReviewStore['getRunDetails']>>> {
+  async getRunDetails(
    runId: string
  ): Promise<Awaited<ReturnType<FileReviewStore['getRunDetails']>>> {
    return this.store.getRunDetails(runId);
  }
--- a/src/review/learning/learning-system.ts
+++ b/src/review/learning/learning-system.ts
@@ -1,9 +1,9 @@
 import OpenAI from 'openai';
 import config from '../../config';
 import { logger } from '../../utils/logger';
 import { VectorMemoryStore } from '../memory/vector-store';
 import { FileReviewStore } from '../store/file-review-store';
 import { Finding, FindingCategory } from '../types';
 import { logger } from '../../utils/logger';
 import OpenAI from 'openai';
 import config from '../../config';
 export class LearningSystem {
  constructor(
@@ -100,7 +100,9 @@ export class LearningSystem {
          { key: 'approved', match: { value: true } },
        ],
      });
-      approved.push(...globalApproved.filter((a) => !approved.find((e) => e.entry.id === a.entry.id)));
+      approved.push(
        ...globalApproved.filter((a) => !approved.find((e) => e.entry.id === a.entry.id))
      );
    }
    const examples: OpenAI.Chat.ChatCompletionMessageParam[] = [];
@@ -160,11 +162,7 @@ export class LearningSystem {
    return [];
  }
-  async learnFromApproval(
+  async learnFromApproval(finding: Finding, _owner: string, _repo: string): Promise<void> {
    finding: Finding,
    _owner: string,
    _repo: string
  ): Promise<void> {
    // 将已批准的finding存储为正样本
    await this.memoryStore.storeFinding(finding, true, _owner, _repo);
@@ -199,9 +197,11 @@ export class LearningSystem {
    if (maxSimilarity > 0.9) {
      return -0.3; // 高度相似的误报，大幅降低置信度
-    } else if (maxSimilarity > 0.8) {
+    }
    if (maxSimilarity > 0.8) {
      return -0.15; // 中度相似，适度降低
-    } else if (maxSimilarity > 0.7) {
+    }
    if (maxSimilarity > 0.7) {
      return -0.05; // 低度相似，略微降低
    }
--- a/src/review/memory/vector-store.ts
+++ b/src/review/memory/vector-store.ts
@@ -1,8 +1,8 @@
 import { QdrantClient } from '@qdrant/js-client-rest';
 import OpenAI from 'openai';
 import { MemoryEntry, MemorySearchResult } from './types';
 import { Finding } from '../types';
 import { logger } from '../../utils/logger';
 import { Finding } from '../types';
 import { MemoryEntry, MemorySearchResult } from './types';
 export class VectorMemoryStore {
  private client: QdrantClient;
@@ -70,11 +70,7 @@ export class VectorMemoryStore {
    });
  }
-  async searchSimilar(
+  async searchSimilar(query: string, limit = 5, filter?: any): Promise<MemorySearchResult[]> {
    query: string,
    limit: number = 5,
    filter?: any
  ): Promise<MemorySearchResult[]> {
    await this.initialize();
    const queryEmbedding = await this.getEmbedding(query);
@@ -121,7 +117,12 @@ export class VectorMemoryStore {
    }
  }
-  async storeFinding(finding: Finding, approved: boolean, owner: string, repo: string): Promise<void> {
+  async storeFinding(
    finding: Finding,
    approved: boolean,
    owner: string,
    repo: string
  ): Promise<void> {
    const content = `${finding.title}\n${finding.detail}\nEvidence: ${finding.evidence}`;
    // 使用repo-scoped ID防止不同仓库的findings相互覆盖
--- a/src/review/orchestrator.ts
+++ b/src/review/orchestrator.ts
@@ -3,20 +3,20 @@ import OpenAI from 'openai';
 import config from '../config';
 import { giteaService } from '../services/gitea';
 import { logger } from '../utils/logger';
 import { DebateOrchestrator } from './agents/debate-orchestrator';
 import { JudgeAgent } from './agents/judge-agent';
 import { ReflexionAgent } from './agents/reflexion-agent';
 import { DebateOrchestrator } from './agents/debate-orchestrator';
 import { DiffExtractor } from './context/diff-extractor';
 import { LocalRepoManager, LocalRepoPaths } from './context/local-repo-manager';
 import { LearningSystem } from './learning/learning-system';
 import { VectorMemoryStore } from './memory/vector-store';
 import { applyPublishPolicy } from './policy/publish-policy';
 import { FileReviewStore } from './store/file-review-store';
 import { Finding, ReviewRun } from './types';
 import { ToolRegistry } from './tools/registry';
 import { createCodeSearchTool } from './tools/code-search-tool';
 import { createFunctionReferenceSearchTool } from './tools/function-reference-search-tool';
 import { createFileReadTool } from './tools/file-read-tool';
-import { VectorMemoryStore } from './memory/vector-store';
+import { createFunctionReferenceSearchTool } from './tools/function-reference-search-tool';
-import { LearningSystem } from './learning/learning-system';
+import { ToolRegistry } from './tools/registry';
 import { Finding, ReviewRun } from './types';
 interface LineCommentInput {
  path: string;
@@ -24,7 +24,9 @@ interface LineCommentInput {
  comment: string;
 }
-function findingToLineComment(finding: Omit<Finding, 'id' | 'runId' | 'published'>): LineCommentInput {
+function findingToLineComment(
  finding: Omit<Finding, 'id' | 'runId' | 'published'>
 ): LineCommentInput {
  return {
    path: finding.path,
    line: finding.line,
@@ -172,7 +174,11 @@ export class ReviewOrchestrator {
        startedAt: new Date(contextStart).toISOString(),
      });
-      const context = await this.diffExtractor.buildContext(run, repoPaths.mirrorPath, repoPaths.workspacePath);
+      const context = await this.diffExtractor.buildContext(
        run,
        repoPaths.mirrorPath,
        repoPaths.workspacePath
      );
      await this.store.addStep({
        runId: run.id,
@@ -291,17 +297,17 @@ export class ReviewOrchestrator {
      // summary comment特征：status='published' 且 path字段为空
      // line comment特征：status='published' 且 path字段存在
      const runDetails = await this.store.getRunDetails(run.id);
-      const summaryPublished = runDetails?.comments.some(
+      const summaryPublished =
-        (comment) => comment.status === 'published' && !comment.path
+        runDetails?.comments.some((comment) => comment.status === 'published' && !comment.path) ||
-      ) || false;
+        false;
-      const lineCommentsPublished = runDetails?.comments.some(
+      const lineCommentsPublished =
-        (comment) => comment.status === 'published' && comment.path
+        runDetails?.comments.some((comment) => comment.status === 'published' && comment.path) ||
-      ) || false;
+        false;
      if (lineCommentsPublished) {
        logger.info('检测到重试且line comments已发布，跳过line comments和findings标记', {
          runId: run.id,
-          existingLineComments: runDetails?.comments.filter(c => c.path).length,
+          existingLineComments: runDetails?.comments.filter((c) => c.path).length,
        });
        // 重试场景：line comments已发布，跳过line comments发布步骤
        // 注意：不能return，需要继续执行summary和pending gate记录（即使summary已存在）
@@ -362,7 +368,8 @@ export class ReviewOrchestrator {
      // 关键：即使summary已存在，仍需添加gated findings到pending队列
      // 防止crash发生在publishSummary之后、addCommentRecord之前时丢失待审批findings
      // 使用幂等性检查防止retry时重复添加
-      const existingPendingComments = runDetails?.comments.filter(c => c.status === 'pending') || [];
+      const existingPendingComments =
        runDetails?.comments.filter((c) => c.status === 'pending') || [];
      // 跟踪本次循环中已添加的location，防止同一run中多个findings在同一位置导致重复pending记录
      const addedLocations = new Set<string>();
@@ -373,7 +380,7 @@ export class ReviewOrchestrator {
        // 检查是否已存在相同的pending记录（通过runId + path + line去重）
        // 需要同时检查：1) 之前run的记录 2) 本次循环已添加的记录
        const alreadyPending =
-          existingPendingComments.some(c => c.path === finding.path && c.line === finding.line) ||
+          existingPendingComments.some((c) => c.path === finding.path && c.line === finding.line) ||
          addedLocations.has(locationKey);
        if (!alreadyPending) {
@@ -398,10 +405,17 @@ export class ReviewOrchestrator {
      // 将已发布的findings存储到向量记忆（自动标记为已批准）
      if (this.memoryStore && policyResult.publishable.length > 0) {
        for (const finding of policyResult.publishable) {
-          const persistedFinding = persistedFindings.find((f) => f.fingerprint === finding.fingerprint);
+          const persistedFinding = persistedFindings.find(
            (f) => f.fingerprint === finding.fingerprint
          );
          if (persistedFinding) {
            try {
-              await this.memoryStore.storeFinding(persistedFinding as Finding, true, run.owner, run.repo);
+              await this.memoryStore.storeFinding(
                persistedFinding as Finding,
                true,
                run.owner,
                run.repo
              );
            } catch (error) {
              logger.warn('存储finding到向量记忆失败', {
                findingId: persistedFinding.id,
@@ -456,10 +470,13 @@ export class ReviewOrchestrator {
          body,
        });
      } catch (storeError) {
-        logger.error('Failed to persist summary comment record (non-fatal, may cause duplicate on retry)', {
+        logger.error(
-          runId: run.id,
+          'Failed to persist summary comment record (non-fatal, may cause duplicate on retry)',
-          error: storeError instanceof Error ? storeError.message : String(storeError),
+          {
-        });
+            runId: run.id,
            error: storeError instanceof Error ? storeError.message : String(storeError),
          }
        );
        // 不抛出，允许审查流程继续
      }
      return;
@@ -475,16 +492,22 @@ export class ReviewOrchestrator {
          body,
        });
      } catch (storeError) {
-        logger.error('Failed to persist summary comment record (non-fatal, may cause duplicate on retry)', {
+        logger.error(
-          runId: run.id,
+          'Failed to persist summary comment record (non-fatal, may cause duplicate on retry)',
-          error: storeError instanceof Error ? storeError.message : String(storeError),
+          {
-        });
+            runId: run.id,
            error: storeError instanceof Error ? storeError.message : String(storeError),
          }
        );
        // 不抛出，允许审查流程继续
      }
    }
  }
-  private async publishLineComments(run: ReviewRun, comments: LineCommentInput[]): Promise<boolean> {
+  private async publishLineComments(
    run: ReviewRun,
    comments: LineCommentInput[]
  ): Promise<boolean> {
    if (comments.length === 0) {
      return false;
    }
@@ -518,12 +541,15 @@ export class ReviewOrchestrator {
          body: comment.comment,
        });
      } catch (storeError) {
-        logger.error('Failed to persist line comment record (non-fatal, may cause duplicate on retry)', {
+        logger.error(
-          runId: run.id,
+          'Failed to persist line comment record (non-fatal, may cause duplicate on retry)',
-          path: comment.path,
+          {
-          line: comment.line,
+            runId: run.id,
-          error: storeError instanceof Error ? storeError.message : String(storeError),
+            path: comment.path,
-        });
+            line: comment.line,
            error: storeError instanceof Error ? storeError.message : String(storeError),
          }
        );
        // 不抛出，继续处理下一条comment
      }
    }
--- a/src/review/store/file-review-store.ts
+++ b/src/review/store/file-review-store.ts
@@ -1,6 +1,6 @@
 import { mkdir, readFile, writeFile, rename } from 'node:fs/promises';
 import path from 'node:path';
 import { randomUUID } from 'node:crypto';
 import { mkdir, readFile, rename, writeFile } from 'node:fs/promises';
 import path from 'node:path';
 import {
  CommitReviewPayload,
  Finding,
@@ -76,9 +76,7 @@ export class FileReviewStore {
            this.data = createEmptyData();
            await this.persist();
          } else {
-            throw new Error(
+            throw new Error(`Store初始化失败 - 拒绝擦除数据: ${error.message || String(error)}`);
              `Store初始化失败 - 拒绝擦除数据: ${error.message || String(error)}`
            );
          }
        }
@@ -188,7 +186,10 @@ export class FileReviewStore {
    await this.markRunFinished(runId, 'ignored', reason);
  }
-  async markRunFailed(runId: string, error: string): Promise<{ requeued: boolean; run: ReviewRun | null }> {
+  async markRunFailed(
    runId: string,
    error: string
  ): Promise<{ requeued: boolean; run: ReviewRun | null }> {
    await this.ensureInitialized();
    const run = this.data.runs.find((item) => item.id === runId);
@@ -287,7 +288,12 @@ export class FileReviewStore {
    return runs.slice(0, limit);
  }
-  async getRunDetails(runId: string): Promise<{ run: ReviewRun; steps: ReviewStep[]; findings: Finding[]; comments: ReviewCommentRecord[] } | null> {
+  async getRunDetails(runId: string): Promise<{
    run: ReviewRun;
    steps: ReviewStep[];
    findings: Finding[];
    comments: ReviewCommentRecord[];
  } | null> {
    await this.ensureInitialized();
    const run = this.data.runs.find((item) => item.id === runId);
@@ -356,7 +362,11 @@ export class FileReviewStore {
    };
  }
-  private async markRunFinished(runId: string, status: ReviewRunStatus, error?: string): Promise<void> {
+  private async markRunFinished(
    runId: string,
    status: ReviewRunStatus,
    error?: string
  ): Promise<void> {
    await this.ensureInitialized();
    const run = this.data.runs.find((item) => item.id === runId);
@@ -382,21 +392,20 @@ export class FileReviewStore {
    // 追踪当前write操作是否成功，失败时立即抛出给调用者（防止静默数据丢失）
    let currentWriteError: Error | null = null;
-    this.writeChain = this.writeChain
+    this.writeChain = this.writeChain.then(async () => {
-      .then(async () => {
+      try {
-        try {
+        // 原子写入：先写临时文件，再 rename 覆盖目标文件
-          // 原子写入：先写临时文件，再 rename 覆盖目标文件
+        // POSIX rename 是原子操作，即使进程在 rename 中间崩溃，文件也不会损坏
-          // POSIX rename 是原子操作，即使进程在 rename 中间崩溃，文件也不会损坏
+        const tempPath = `${this.statePath}.tmp`;
-          const tempPath = `${this.statePath}.tmp`;
+        await writeFile(tempPath, JSON.stringify(this.data, null, 2), 'utf-8');
-          await writeFile(tempPath, JSON.stringify(this.data, null, 2), 'utf-8');
+        await rename(tempPath, this.statePath);
-          await rename(tempPath, this.statePath);
+        currentWriteError = null; // 写入成功
-          currentWriteError = null; // 写入成功
+      } catch (error) {
-        } catch (error) {
+        // 捕获错误但不重新throw，保持chain为resolved状态（允许后续persist()重试）
-          // 捕获错误但不重新throw，保持chain为resolved状态（允许后续persist()重试）
+        currentWriteError = error instanceof Error ? error : new Error(String(error));
-          currentWriteError = error instanceof Error ? error : new Error(String(error));
+        console.error('Store persist failed:', currentWriteError);
-          console.error('Store persist failed:', currentWriteError);
+      }
-        }
+    });
      });
    await this.writeChain;
--- a/src/review/tools/code-search-tool.ts
+++ b/src/review/tools/code-search-tool.ts
@@ -1,18 +1,14 @@
 import { z } from 'zod';
 import { Tool } from './types';
 import { SandboxExec } from '../context/sandbox-exec';
 import { Tool } from './types';
 export function createCodeSearchTool(sandbox: SandboxExec): Tool {
  return {
    name: 'search_code',
-    description:
+    description: '在代码库中搜索匹配给定模式的代码，支持正则表达式。用于发现相似问题或影响范围。',
      '在代码库中搜索匹配给定模式的代码，支持正则表达式。用于发现相似问题或影响范围。',
    parameters: z.object({
      pattern: z.string().describe('要搜索的正则表达式模式'),
-      file_types: z
+      file_types: z.array(z.string()).optional().describe('限制搜索的文件类型，如["ts", "js"]'),
        .array(z.string())
        .optional()
        .describe('限制搜索的文件类型，如["ts", "js"]'),
      max_results: z.number().default(20).describe('最大返回结果数'),
    }),
    execute: async (params, context) => {
--- a/src/review/tools/file-read-tool.ts
+++ b/src/review/tools/file-read-tool.ts
@@ -1,7 +1,7 @@
 import { z } from 'zod';
 import { Tool } from './types';
 import { readFile, realpath } from 'node:fs/promises';
 import path from 'node:path';
 import { z } from 'zod';
 import { Tool } from './types';
 export function createFileReadTool(): Tool {
  return {
--- a/src/review/tools/function-reference-search-tool.ts
+++ b/src/review/tools/function-reference-search-tool.ts
@@ -1,6 +1,6 @@
 import { z } from 'zod';
 import { Tool } from './types';
 import { SandboxExec } from '../context/sandbox-exec';
 import { Tool } from './types';
 // 转义正则元字符，将identifier中的特殊字符转义为字面量
 function escapeRegex(str: string): string {
@@ -10,7 +10,8 @@ function escapeRegex(str: string): string {
 export function createFunctionReferenceSearchTool(sandbox: SandboxExec): Tool {
  return {
    name: 'search_function_references',
-    description: '搜索指定函数、方法或类的所有引用和定义（支持所有编程语言）。用于理解代码影响范围和调用关系。',
+    description:
      '搜索指定函数、方法或类的所有引用和定义（支持所有编程语言）。用于理解代码影响范围和调用关系。',
    parameters: z.object({
      identifier: z.string().describe('要搜索的标识符（函数名、类名、方法名等）'),
      file_types: z
@@ -31,25 +32,25 @@ export function createFunctionReferenceSearchTool(sandbox: SandboxExec): Tool {
      // 定义调用模式（适配多种语言）
      const callPatterns: string[] = [
-        `${escapedId}\\s*\\(`,              // 直接调用: functionName(
+        `${escapedId}\\s*\\(`, // 直接调用: functionName(
-        `\\.${escapedId}\\s*\\(`,           // 方法调用: obj.methodName(
+        `\\.${escapedId}\\s*\\(`, // 方法调用: obj.methodName(
-        `::${escapedId}\\s*\\(`,            // C++/Rust静态调用: Class::method(
+        `::${escapedId}\\s*\\(`, // C++/Rust静态调用: Class::method(
-        `${escapedId}\\s*<[^>]+>\\s*\\(`,   // 泛型调用: functionName<T>( (修复：限制<>内容)
+        `${escapedId}\\s*<[^>]+>\\s*\\(`, // 泛型调用: functionName<T>( (修复：限制<>内容)
      ];
      // 定义声明模式（多语言）
      const definitionPatterns: string[] = [
-        `func\\s+${escapedId}\\s*\\(`,           // Go: func functionName(
+        `func\\s+${escapedId}\\s*\\(`, // Go: func functionName(
-        `fn\\s+${escapedId}\\s*\\(`,             // Rust: fn functionName(
+        `fn\\s+${escapedId}\\s*\\(`, // Rust: fn functionName(
-        `def\\s+${escapedId}\\s*\\(`,            // Python: def functionName(
+        `def\\s+${escapedId}\\s*\\(`, // Python: def functionName(
-        `function\\s+${escapedId}\\s*\\(`,       // JavaScript: function functionName(
+        `function\\s+${escapedId}\\s*\\(`, // JavaScript: function functionName(
-        `${escapedId}\\s*:\\s*function`,         // JS对象方法: methodName: function
+        `${escapedId}\\s*:\\s*function`, // JS对象方法: methodName: function
        `${escapedId}\\s*=\\s*\\([^)]*\\)\\s*=>`, // Arrow function: const fn = () => (修复：限制参数)
-        `class\\s+${escapedId}\\s*[{<]`,         // 类定义: class ClassName {
+        `class\\s+${escapedId}\\s*[{<]`, // 类定义: class ClassName {
-        `interface\\s+${escapedId}\\s*[{<]`,     // 接口: interface InterfaceName {
+        `interface\\s+${escapedId}\\s*[{<]`, // 接口: interface InterfaceName {
-        `type\\s+${escapedId}\\s*=`,             // 类型别名: type TypeName =
+        `type\\s+${escapedId}\\s*=`, // 类型别名: type TypeName =
-        `struct\\s+${escapedId}\\s*[{]`,         // Go/Rust struct: struct StructName {
+        `struct\\s+${escapedId}\\s*[{]`, // Go/Rust struct: struct StructName {
-        `public\\s+[^(]*\\s+${escapedId}\\s*\\(`,  // Java方法: public void methodName(
+        `public\\s+[^(]*\\s+${escapedId}\\s*\\(`, // Java方法: public void methodName(
        `private\\s+[^(]*\\s+${escapedId}\\s*\\(`, // Java私有方法
      ];
@@ -133,7 +134,7 @@ export function createFunctionReferenceSearchTool(sandbox: SandboxExec): Tool {
      }
      // 去重（同一位置可能同时匹配调用和定义模式）
-      const uniqueRefs = new Map<string, typeof allReferences[0]>();
+      const uniqueRefs = new Map<string, (typeof allReferences)[0]>();
      for (const ref of allReferences) {
        const key = `${ref.path}:${ref.line}`;
        if (!uniqueRefs.has(key)) {
--- a/src/review/tools/registry.ts
+++ b/src/review/tools/registry.ts
@@ -1,6 +1,6 @@
 import { z } from 'zod';
 import zodToJsonSchema from 'zod-to-json-schema';
 import type { JsonSchema7Type } from 'zod-to-json-schema';
 import { z } from 'zod';
 import { Tool } from './types';
 export class ToolRegistry {
--- a/src/review/types.ts
+++ b/src/review/types.ts
@@ -2,20 +2,11 @@ export type ReviewEngineMode = 'legacy' | 'agent';
 export type ReviewEventType = 'pull_request' | 'commit_status';
-export type ReviewRunStatus =
+export type ReviewRunStatus = 'queued' | 'in_progress' | 'succeeded' | 'failed' | 'ignored';
  | 'queued'
  | 'in_progress'
  | 'succeeded'
  | 'failed'
  | 'ignored';
 export type FindingSeverity = 'high' | 'medium' | 'low';
-export type FindingCategory =
+export type FindingCategory = 'correctness' | 'security' | 'reliability' | 'maintainability';
  | 'correctness'
  | 'security'
  | 'reliability'
  | 'maintainability';
 export interface ReviewRun {
  id: string;
--- a/src/services/ai-review.ts
+++ b/src/services/ai-review.ts
@@ -1,7 +1,7 @@
 import OpenAI from 'openai';
 import config from '../config';
 import { logger } from '../utils/logger';
-import { giteaService, PullRequestFile } from './gitea';
+import { PullRequestFile, giteaService } from './gitea';
 // 创建OpenAI客户端
 const openai = new OpenAI({
@@ -92,7 +92,7 @@ export const aiReviewService = {
        logger.warn('提交差异为空，无法进行代码审查');
        return {
          summary: '提交差异为空，无法进行代码审查',
-          lineComments: []
+          lineComments: [],
        };
      }
@@ -112,7 +112,7 @@ export const aiReviewService = {
      const context: ReviewContext = {
        changedFiles: files,
        fileContents,
-        diffContent
+        diffContent,
      };
      // 使用上下文进行总体评价
@@ -153,7 +153,7 @@ export const aiReviewService = {
      return {
        changedFiles,
        fileContents,
-        diffContent
+        diffContent,
      };
    } catch (error: any) {
      logger.error('获取审查上下文失败:', error);
@@ -161,7 +161,7 @@ export const aiReviewService = {
      return {
        changedFiles: [],
        fileContents: {},
-        diffContent
+        diffContent,
      };
    }
  },
@@ -174,13 +174,13 @@ export const aiReviewService = {
  async generateSummary(context: ReviewContext): Promise<string> {
    try {
      // 准备上下文信息
-      const fileInfo = context.changedFiles.map(file => {
+      const fileInfo = context.changedFiles.map((file) => {
        return {
          path: file.filename,
          status: file.status,
          additions: file.additions,
          deletions: file.deletions,
-          content: context.fileContents[file.filename] || '无法获取文件内容'
+          content: context.fileContents[file.filename] || '无法获取文件内容',
        };
      });
@@ -205,9 +205,10 @@ export const aiReviewService = {
        messages: [
          {
            role: 'system',
-            content: '你是一个专业的代码审查助手，擅长识别代码中的严重问题和bug。你会查看代码的完整上下文，而不是为了评论而评论。如无明显问题，应给予简短肯定。'
+            content:
              '你是一个专业的代码审查助手，擅长识别代码中的严重问题和bug。你会查看代码的完整上下文，而不是为了评论而评论。如无明显问题，应给予简短肯定。',
          },
-          { role: 'user', content: summaryPrompt }
+          { role: 'user', content: summaryPrompt },
        ],
        temperature: 0.1,
      });
@@ -234,7 +235,7 @@ export const aiReviewService = {
      // 对每个文件的变更行进行审查
      for (const file of diffFiles) {
        // 只对添加的行进行评论
-        const addedLines = file.changes.filter(change => change.type === 'add');
+        const addedLines = file.changes.filter((change) => change.type === 'add');
        if (addedLines.length === 0) continue;
        // 获取文件的完整内容作为上下文
@@ -257,7 +258,7 @@ export const aiReviewService = {
        ${fileContent}
        变更部分上下文:
-        ${file.changes.map(c => `${c.lineNumber}: ${c.content} (${c.type === 'add' ? '新增' : '上下文'})`).join('\n')}
+        ${file.changes.map((c) => `${c.lineNumber}: ${c.content} (${c.type === 'add' ? '新增' : '上下文'})`).join('\n')}
        请以JSON格式返回评论，格式如下:
        [
@@ -276,9 +277,10 @@ export const aiReviewService = {
          messages: [
            {
              role: 'system',
-              content: '你是一个谨慎的代码审查助手，只对有明显bug或严重问题的代码行提供评论。大多数情况下，如果代码没有严重问题，你应该返回空数组。请以JSON格式返回结果。'
+              content:
                '你是一个谨慎的代码审查助手，只对有明显bug或严重问题的代码行提供评论。大多数情况下，如果代码没有严重问题，你应该返回空数组。请以JSON格式返回结果。',
            },
-            { role: 'user', content: filePrompt }
+            { role: 'user', content: filePrompt },
          ],
          temperature: 0.1,
          response_format: { type: 'json_object' },
@@ -290,7 +292,9 @@ export const aiReviewService = {
        try {
          // 解析JSON响应
          const responseObject = JSON.parse(content);
-          const comments = Array.isArray(responseObject) ? responseObject : (responseObject.comments || []);
+          const comments = Array.isArray(responseObject)
            ? responseObject
            : responseObject.comments || [];
          // 添加到结果中
          for (const comment of comments) {
@@ -298,7 +302,7 @@ export const aiReviewService = {
              lineComments.push({
                path: file.path,
                line: comment.line,
-                comment: comment.comment
+                comment: comment.comment,
              });
            }
          }
@@ -321,17 +325,17 @@ export const aiReviewService = {
   */
  parseDiff(diffContent: string): Array<{
    path: string;
-    changes: Array<{ lineNumber: number; content: string; type: 'add' | 'context' }>
+    changes: Array<{ lineNumber: number; content: string; type: 'add' | 'context' }>;
  }> {
    const files: Array<{
      path: string;
-      changes: Array<{ lineNumber: number; content: string; type: 'add' | 'context' }>
+      changes: Array<{ lineNumber: number; content: string; type: 'add' | 'context' }>;
    }> = [];
    const diffLines = diffContent.split('\n');
    let currentFile: {
      path: string;
-      changes: Array<{ lineNumber: number; content: string; type: 'add' | 'context' }>
+      changes: Array<{ lineNumber: number; content: string; type: 'add' | 'context' }>;
    } | null = null;
    let lineNumber = 0;
@@ -355,8 +359,8 @@ export const aiReviewService = {
      // Hunk头，记录起始行号
      else if (line.startsWith('@@')) {
        const match = line.match(/@@ -\d+(?:,\d+)? \+(\d+)(?:,\d+)? @@/);
-        if (match && match[1]) {
+        if (match?.[1]) {
-          lineNumber = parseInt(match[1], 10) - 1; // 因为下面会+1
+          lineNumber = Number.parseInt(match[1], 10) - 1; // 因为下面会+1
          inHunk = true;
        }
      }
@@ -368,7 +372,7 @@ export const aiReviewService = {
          currentFile.changes.push({
            lineNumber,
            content: line.substring(1),
-            type: 'add'
+            type: 'add',
          });
        } else if (line.startsWith(' ')) {
          // 上下文行
@@ -376,7 +380,7 @@ export const aiReviewService = {
          currentFile.changes.push({
            lineNumber,
            content: line.substring(1),
-            type: 'context'
+            type: 'context',
          });
        } else if (line.startsWith('-')) {
          // 删除的行，不增加行号
@@ -394,5 +398,5 @@ export const aiReviewService = {
    }
    return files;
-  }
+  },
 };
--- a/src/services/feishu.ts
+++ b/src/services/feishu.ts
@@ -1,6 +1,6 @@
-import { logger } from '../utils/logger';
+import * as crypto from 'node:crypto';
 import config from '../config';
-import * as crypto from 'crypto';
+import { logger } from '../utils/logger';
 export class FeishuService {
  private webhookUrl: string;
@@ -42,14 +42,14 @@ export class FeishuService {
      const message: any = {
        msg_type: 'text',
        content: {
-          text: content
+          text: content,
-        }
+        },
      };
      // 如果需要@用户，添加at信息
      if (usernames.length > 0) {
        message.content.text += '\n';
-        usernames.forEach(username => {
+        usernames.forEach((username) => {
          message.content.text += `@${username} `;
        });
      }
@@ -85,7 +85,11 @@ export class FeishuService {
   * @param issueUrl 工单链接
   * @param assigneeUsernames 被指派人用户名列表
   */
-  async sendIssueCreatedNotification(issueTitle: string, issueUrl: string, assigneeUsernames: string[]): Promise<void> {
+  async sendIssueCreatedNotification(
    issueTitle: string,
    issueUrl: string,
    assigneeUsernames: string[]
  ): Promise<void> {
    const content = `📝 新工单已创建\n标题: ${issueTitle}\n链接: ${issueUrl}`;
    await this.sendMessage(content, assigneeUsernames);
  }
@@ -96,7 +100,11 @@ export class FeishuService {
   * @param issueUrl 工单链接
   * @param creatorUsername 创建者用户名
   */
-  async sendIssueClosedNotification(issueTitle: string, issueUrl: string, creatorUsername: string): Promise<void> {
+  async sendIssueClosedNotification(
    issueTitle: string,
    issueUrl: string,
    creatorUsername: string
  ): Promise<void> {
    const content = `✅ 工单已关闭\n标题: ${issueTitle}\n链接: ${issueUrl}`;
    await this.sendMessage(content, [creatorUsername]);
  }
@@ -107,7 +115,11 @@ export class FeishuService {
   * @param issueUrl 工单链接
   * @param assigneeUsernames 被指派人用户名列表
   */
-  async sendIssueAssignedNotification(issueTitle: string, issueUrl: string, assigneeUsernames: string[]): Promise<void> {
+  async sendIssueAssignedNotification(
    issueTitle: string,
    issueUrl: string,
    assigneeUsernames: string[]
  ): Promise<void> {
    const content = `👤 工单已指派给你\n标题: ${issueTitle}\n链接: ${issueUrl}`;
    await this.sendMessage(content, assigneeUsernames);
  }
@@ -118,7 +130,11 @@ export class FeishuService {
   * @param prUrl PR链接
   * @param reviewerUsernames 审阅者用户名列表
   */
-  async sendPrCreatedNotification(prTitle: string, prUrl: string, reviewerUsernames: string[]): Promise<void> {
+  async sendPrCreatedNotification(
    prTitle: string,
    prUrl: string,
    reviewerUsernames: string[]
  ): Promise<void> {
    const content = `🔄 新PR等待你审阅\n标题: ${prTitle}\n链接: ${prUrl}`;
    await this.sendMessage(content, reviewerUsernames);
  }
@@ -129,7 +145,11 @@ export class FeishuService {
   * @param prUrl PR链接
   * @param reviewerUsernames 审阅者用户名列表
   */
-  async sendPrReviewerAssignedNotification(prTitle: string, prUrl: string, reviewerUsernames: string[]): Promise<void> {
+  async sendPrReviewerAssignedNotification(
    prTitle: string,
    prUrl: string,
    reviewerUsernames: string[]
  ): Promise<void> {
    const content = `👀 你被指定为PR审阅者\n标题: ${prTitle}\n链接: ${prUrl}`;
    await this.sendMessage(content, reviewerUsernames);
  }
--- a/src/services/gitea.ts
+++ b/src/services/gitea.ts
@@ -12,7 +12,7 @@ export interface LineComment {
 const giteaClient = axios.create({
  baseURL: config.gitea.apiUrl,
  headers: {
-    'Authorization': `token ${config.gitea.accessToken}`,
+    Authorization: `token ${config.gitea.accessToken}`,
    'Content-Type': 'application/json',
  },
 });
@@ -21,7 +21,7 @@ const giteaClient = axios.create({
 const giteaAdminClient = axios.create({
  baseURL: config.gitea.apiUrl,
  headers: {
-    'Authorization': `token ${config.admin.giteaAdminToken || config.gitea.accessToken}`,
+    Authorization: `token ${config.admin.giteaAdminToken || config.gitea.accessToken}`,
    'Content-Type': 'application/json',
    'User-Agent': 'curl/7.81.0', // 伪装成 curl
  },
@@ -46,13 +46,22 @@ export interface GiteaService {
  getCommitFiles(owner: string, repo: string, commitSha: string): Promise<PullRequestFile[]>;
  // 获取与提交关联的Pull Request
-  getRelatedPullRequest(owner: string, repo: string, commitSha: string): Promise<PullRequestDetails | null>;
+  getRelatedPullRequest(
    owner: string,
    repo: string,
    commitSha: string
  ): Promise<PullRequestDetails | null>;
  // 获取文件内容
  getFileContent(owner: string, repo: string, path: string, ref?: string): Promise<string>;
  // 获取引用的相关文件
-  getRelatedFiles(owner: string, repo: string, files: PullRequestFile[], commitSha: string): Promise<Record<string, string>>;
+  getRelatedFiles(
    owner: string,
    repo: string,
    files: PullRequestFile[],
    commitSha: string
  ): Promise<Record<string, string>>;
  // 添加PR评论
  addPullRequestComment(owner: string, repo: string, prNumber: number, body: string): Promise<void>;
@@ -70,7 +79,11 @@ export interface GiteaService {
  addCommitComment(owner: string, repo: string, commitSha: string, body: string): Promise<void>;
  // 管理后台方法
-  listAllRepositories(page: number, limit: number, query?: string): Promise<{ repos: any[], totalCount: number }>;
+  listAllRepositories(
    page: number,
    limit: number,
    query?: string
  ): Promise<{ repos: any[]; totalCount: number }>;
  listWebhooks(owner: string, repo: string): Promise<any[]>;
  createWebhook(owner: string, repo: string, webhookUrl: string): Promise<void>;
  deleteWebhook(owner: string, repo: string, hookId: number): Promise<void>;
@@ -118,7 +131,11 @@ export const giteaService: GiteaService = {
  },
  // 获取PR详情
-  async getPullRequestDetails(owner: string, repo: string, prNumber: number): Promise<PullRequestDetails> {
+  async getPullRequestDetails(
    owner: string,
    repo: string,
    prNumber: number
  ): Promise<PullRequestDetails> {
    try {
      const response = await giteaClient.get(`/repos/${owner}/${repo}/pulls/${prNumber}`);
      return response.data;
@@ -129,7 +146,11 @@ export const giteaService: GiteaService = {
  },
  // 获取PR变更的文件列表
-  async getPullRequestFiles(owner: string, repo: string, prNumber: number): Promise<PullRequestFile[]> {
+  async getPullRequestFiles(
    owner: string,
    repo: string,
    prNumber: number
  ): Promise<PullRequestFile[]> {
    try {
      const response = await giteaClient.get(`/repos/${owner}/${repo}/pulls/${prNumber}/files`);
      return response.data || [];
@@ -153,7 +174,9 @@ export const giteaService: GiteaService = {
      }
      // 使用官方API获取差异，使用diff格式
-      const diffResponse = await giteaClient.get(`/repos/${owner}/${repo}/git/commits/${commitSha}.diff`);
+      const diffResponse = await giteaClient.get(
        `/repos/${owner}/${repo}/git/commits/${commitSha}.diff`
      );
      return diffResponse.data || '';
    } catch (error: any) {
      logger.error('获取提交差异失败:', error);
@@ -175,10 +198,9 @@ export const giteaService: GiteaService = {
      if (response.data.files) {
        // 如果API返回了文件列表，则使用它
        return response.data.files;
      } else {
        // 否则返回空数组，依赖控制器中webhook提供的文件列表
        return [];
      }
      // 否则返回空数组，依赖控制器中webhook提供的文件列表
      return [];
    } catch (error: any) {
      logger.error('获取提交文件列表失败:', error);
      throw new Error(`获取提交文件列表失败: ${error.message}`);
@@ -186,7 +208,11 @@ export const giteaService: GiteaService = {
  },
  // 获取与提交关联的Pull Request
-  async getRelatedPullRequest(owner: string, repo: string, commitSha: string): Promise<PullRequestDetails | null> {
+  async getRelatedPullRequest(
    owner: string,
    repo: string,
    commitSha: string
  ): Promise<PullRequestDetails | null> {
    try {
      // 获取仓库中所有开放的PR
      const response = await giteaClient.get(`/repos/${owner}/${repo}/pulls?state=open`);
@@ -198,7 +224,9 @@ export const giteaService: GiteaService = {
          const prDetails = await giteaService.getPullRequestDetails(owner, repo, pr.number);
          // 检查PR的提交列表
-          const commitsResponse = await giteaClient.get(`/repos/${owner}/${repo}/pulls/${pr.number}/commits`);
+          const commitsResponse = await giteaClient.get(
            `/repos/${owner}/${repo}/pulls/${pr.number}/commits`
          );
          const commits = commitsResponse.data || [];
          // 检查提交是否在PR中
@@ -239,7 +267,12 @@ export const giteaService: GiteaService = {
  },
  // 获取引用的相关文件
-  async getRelatedFiles(owner: string, repo: string, files: PullRequestFile[], commitSha: string): Promise<Record<string, string>> {
+  async getRelatedFiles(
    owner: string,
    repo: string,
    files: PullRequestFile[],
    commitSha: string
  ): Promise<Record<string, string>> {
    const result: Record<string, string> = {};
    // 对每个修改过的文件，获取其完整内容
@@ -261,7 +294,12 @@ export const giteaService: GiteaService = {
  },
  // 添加PR评论
-  async addPullRequestComment(owner: string, repo: string, prNumber: number, body: string): Promise<void> {
+  async addPullRequestComment(
    owner: string,
    repo: string,
    prNumber: number,
    body: string
  ): Promise<void> {
    try {
      await giteaClient.post(`/repos/${owner}/${repo}/issues/${prNumber}/comments`, { body });
    } catch (error: any) {
@@ -288,7 +326,7 @@ export const giteaService: GiteaService = {
      await giteaClient.post(`/repos/${owner}/${repo}/pulls/${prNumber}/reviews`, {
        event: 'COMMENT',
        commit_id: commitId,
-        comments: comments.map(comment => ({
+        comments: comments.map((comment) => ({
          path: comment.path,
          body: comment.comment,
          new_position: comment.line,
@@ -308,7 +346,7 @@ export const giteaService: GiteaService = {
            commit_id: commitId,
            path: comment.path,
            line: comment.line,
-            position: comment.line,  // Gitea使用position参数表示行号
+            position: comment.line, // Gitea使用position参数表示行号
          });
        }
        logger.info(`成功逐条添加 ${comments.length} 条评论`);
@@ -320,7 +358,12 @@ export const giteaService: GiteaService = {
  },
  // 添加提交评论
-  async addCommitComment(owner: string, repo: string, commitSha: string, body: string): Promise<void> {
+  async addCommitComment(
    owner: string,
    repo: string,
    commitSha: string,
    body: string
  ): Promise<void> {
    try {
      await giteaClient.post(`/repos/${owner}/${repo}/git/commits/${commitSha}/comments`, { body });
    } catch (error: any) {
@@ -330,7 +373,11 @@ export const giteaService: GiteaService = {
  },
  // 获取所有仓库
-  async listAllRepositories(page: number = 1, limit: number = 30, query?: string): Promise<{ repos: any[], totalCount: number }> {
+  async listAllRepositories(
    page = 1,
    limit = 30,
    query?: string
  ): Promise<{ repos: any[]; totalCount: number }> {
    try {
      const response = await giteaAdminClient.get('/repos/search', {
        params: {
@@ -339,7 +386,7 @@ export const giteaService: GiteaService = {
          q: query,
        },
      });
-      const totalCount = parseInt(response.headers['x-total-count'] || '0', 10);
+      const totalCount = Number.parseInt(response.headers['x-total-count'] || '0', 10);
      return { repos: response.data.data, totalCount };
    } catch (error: any) {
      logger.error('获取所有仓库列表失败:', error);
--- a/src/utils/logger.ts
+++ b/src/utils/logger.ts
@@ -28,7 +28,7 @@ function formatMessage(level: LogLevel, message: string, meta?: any): string {
  if (meta) {
    try {
      formattedMessage += ` - ${JSON.stringify(meta)}`;
-    } catch (error) {
+    } catch (_error) {
      formattedMessage += ` - ${meta}`;
    }
  }