Skip to main content

Session Corrections to Skill

@ aquarius-wing1692026.9.3session-corrections-to-skill

Distills a session's user corrections and verified reality corrections into the matching SKILL as one or more definitions (name + requirement), implementation details (scenario + action), or error cases (scenario + error); nothing is written before user confirmation.

FeaturedAI Engineering

Basic info

Name
Session Corrections to Skill
Description
把会话中对既有 skill 行为的用户纠正或已经验证的现实纠正,沉淀到对应 SKILL 文件。Use when 用户要求“把这次会话的修正沉淀到 skill”“把刚才的纠偏 记进对应 skill”“会话修正入库”“把这个坑记进 skill”,即使用户没有使用 “沉淀”一词。Also use when the user asks to capture this session's corrections or verified pitfalls in the matching skills. Do NOT trigger for 会话知识文章、skill 整体 审查或提升、创建全新 skill,或只涉及 agent 通用工作方式的修正。写入前必须先 向用户展示拟写内容并获得确认。

session-corrections-to-skill

Turns corrections made during a session into durable knowledge in the matching skills. It accepts two sources: a user explicitly rejecting the agent's existing behavior, or reality disproving an approach when the root cause and correct approach have already been verified.

One-off scope instructions, choices between valid options, general preferences about how the agent should work, and unresolved problems are not deposited. Each accepted correction is checked against the target skill's description; corrections outside that scope are never forced into the nearest skill.

Deposited content

One correction may produce one or more of these forms:

  • Definition: name + requirement
  • Implementation detail: scenario + action
  • Error case: scenario + error

Drafted content is shown to the user before any file is changed. Only confirmed content is written, using an existing matching table or a minimal new two-column table. The workflow does not opportunistically restructure or expand the target skill.

When to use it

  • At the end of a session where you corrected a skill's behavior and want the correction to stick
  • After a pitfall whose root cause and correct approach were verified in the session

What you get back

  • Confirmed definitions, implementation details, or error cases added to the matching SKILL
  • A list of rejected one-off, general, or unresolved items
  • A separate list of corrections that need a new skill, with a recommended name
  • A ledger mapping each original correction to the exact content written

Let's Build Together

Follow us and join the community for updates

WeChat community

Scan to join WeChat group

WeChat QR Code