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SKILL.md

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name workflow-from-chats
description 从用户反馈或近期对话中沉淀可复用工作流。用户要求记住偏好、把经验写成 skill/rule/AGENTS.md、以后按这个方式做、从聊天中总结工作习惯时使用。

Workflow From Chats

Use this skill to turn repeated user feedback into durable instructions.

Workflow

  1. Define the target surface: communication, review, debugging, validation, shipping, simplification, or repo-specific workflow.
  2. Extract preference atoms from the current conversation and available repo instructions:
    • trigger
    • decision rule
    • required checks
    • stop condition
    • examples of what to avoid
    • confidence
  3. Classify confidence:
    • strong: explicit user rule or repeated correction
    • medium: accepted workflow with clear evidence
    • weak: one-off inference
    • contradicted: ask before writing
  4. Choose the artifact:
    • Skill: recurring multi-step workflow.
    • AGENTS.md rule: broad behavior preference.
    • Existing skill edit: refinement of a known command.
    • No file change: situational or low-confidence note.
  5. Write only reusable guidance. Remove anecdotes and private details.

Guardrails

  • Do not expose local transcript paths, secrets, private messages, or credentials.
  • Do not rewrite global preferences from weak evidence.
  • Do not create broad rules from a one-off task.
  • Prefer editing existing project guidance over adding a new file when the behavior is already covered.

Output

Target workflow: <surface>
Adopt: <strong guidance to write>
Consider: <medium-confidence guidance>
Dismissed: <weak or task-specific observations>
Artifact: <skill/rule/doc/no change>