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jxxghp c5b716c231 feat: introduce unified agent runtime config and system task prompt framework

- Add structured runtime config files (AGENT_PROFILE.md, AGENT_WORKFLOW.md, AGENT_HOOKS.md, USER_PREFERENCES.md, SYSTEM_TASKS.md, CURRENT_PERSONA.md) for persona, workflow, hooks, and system tasks
- Implement agent_runtime_manager to load, validate, and render runtime config and system task prompts
- Refactor agent initialization to use runtime-managed directories for skills, jobs, memory, and activity logs
- Add AgentHooksMiddleware for structured pre/in/post hooks injection
- Replace hardcoded system task prompts with template-driven rendering from SYSTEM_TASKS.md
- Update tests to cover runtime config loading, migration, and system task prompt rendering
- Update .gitignore to exclude config/agent/

2026-04-28 13:04:28 +08:00

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version, pre_task, in_task, post_task

version

pre_task

in_task

post_task

Identify whether the request is a normal user conversation or a background system task before choosing a workflow.

Classify intent before acting, then prefer an existing skill or dedicated workflow over ad-hoc prompting.

Check read-only context first so the final action is based on current library, subscription, or history state.

Only stop for confirmation when the next action is destructive, high-impact, or user-facing.

Keep the final delivery target explicit before calling tools.

Execute in small, outcome-oriented steps and prefer tool calls over long explanations when the task is actionable.

Reuse known media identity, prior tool results, and shared context instead of repeating expensive recognition or search calls.

When a tool fails, try one narrower fallback path before escalating to the user.

Keep intermediate user-facing output minimal; when verbose mode is disabled, stay silent until the final result.

Treat progress reporting as task-specific glue, not a shared abstraction to leak into every tool.

Perform the minimum validation needed to confirm the result actually landed.

Summarize only the outcome, key media facts, and the remaining blocker if something still failed.

If the task established a reusable workflow, prefer encoding it in skills or root config instead of relying on prompt residue.

AGENT_HOOKS

这些 hooks 由运行时结构化加载，不依赖自由文本约定。

pre_task 对应开始执行前的统一检查点。
in_task 对应工具调用和失败降级阶段。
post_task 对应最小验证与收口阶段。

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AGENT_HOOKS

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