self-improve

name	self-improve
description	Use when curating lessons, capturing corrections, capturing couplings, promoting clusters to skills, or improving an existing skill from accumulated lessons. Invoked indirectly via /learn, /couple, /check-couplings, /curate-lessons, /promote, /promote-cluster, /improve-skill, /promote-skill commands.
disable-model-invocation	true

Self-Improve Skill

This skill is the workflow backbone for the self-improve plugin. It is invoked indirectly via slash commands. Each command in commands/*.md calls into this skill with a specific sub-task.

Operations

• capture-lesson — write a new lesson file from drafted content. Includes contradiction check against INDEX.md.
• capture-coupling — append a coupling entry. Contradiction check against existing rules.
• check-couplings — diff repo vs coupling.json, report missing impacted artifacts.
• curate — review lessons for staleness, duplicates, drift. One-by-one user confirmation.
• promote — execute one of five promotion vectors.
• improve-skill — absorb skill-related lessons into an existing skill's SKILL.md.
• bootstrap — scan repo for structural patterns, propose coupling rules.

Sub-prompts

See the following files in references/:

• lesson-template.md
• coupling-template.md
• contradiction-check.md
• curation-prompt.md
• scope-judge-prompt.md
• bootstrap-scan-prompt.md
• improve-skill-prompt.md

Consult-lesson behavior (passive missing-reference nudge)

When you load a lesson file (because its Use when ... description matched the current task), inspect the body for inline file/symbol references. Heuristic: backtick-quoted strings matching:

• File extensions: \.(ts|tsx|js|jsx|md|json|yml|yaml|py|sh|sql)$
• Path-like: starting with /, ./, ~/, or containing /
• Function/method calls: identifiers immediately followed by (

For each detected reference:

1. Verify the file/symbol exists in the current project (or in $HOME for path-like ~/...).
2. If missing, append a single line to your response: 📌 Lesson \` references missing `` — `/curate ` to fix.`

Do not surface this for every lesson — only when a missing reference is detected. Skip the check on lessons that don't have inline file/symbol references.