wise-insights-refine

Solid

Review your learned skills for overlap and consolidate them — merge several redundant or composable skills into one aggregated skill and retire the originals (reversibly), after your approval. The "garden" pass to /wise-insights-mine's "harvest": mine creates skills from recurring sessions, refine keeps the resulting library tidy. Operates only on wise-managed skills (those carrying the wise-insights marker); hand-written skills are never auto-deleted — only suggested. Fully local. Invoked as `/wise-insights-refine` (bare alias) or `/wise:wise-insights-refine` (canonical). Use when the user says "refine my skills", "consolidate skills", "merge overlapping skills", "clean up auto-created skills", "dedupe my skills", or types `/wise-insights-refine`.

AI & Automation 4 stars 0 forks Updated today MIT

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Skill Content

# /wise-insights-refine — consolidate learned skills Before asking any user question, read and follow the [question lifecycle](../../references/workflow-host-control.md#keep-asynchronous-questions-open). Keep asynchronous prompts open until answered; this rule does not authorize questions in autonomous or otherwise prompt-free procedures. ## Why this skill exists `/wise-insights-mine` drafts a new `~/.claude/skills/<name>/SKILL.md` each time a recurring pattern crosses its threshold. Over time the library accumulates skills that overlap or compose. This command finds those overlaps and, with your per-group approval, **merges** redundant skills into one aggregated skill and **retires** the originals — reversibly (every retired skill is backed up first). The deterministic work — enumerating skills, parsing the wise-insights marker, computing token overlap, and the destructive retire (backup → verify → delete) — lives in `${CLAUDE_PLUGIN_ROOT}/scripts/insights.py` (stdlib-only). This skill runs it, judges which overlaps are genuinely the same task, synthesises the merged skill, and orchestrates the safe ordering. It never deletes files itself; retiring goes through the engine, which refuses to touch a skill that lacks the marker — so **hand-written skills are structurally protected**. ## Arguments Parse `$ARGUMENTS` as a flag string (any order; all optional): - `--dry-run` — show the consolidation plan (groups, proposed names, what would be retired and where it'd be bac...

Details

Author
e1024kb
Repository
e1024kb/wise-claude
Created
3 months ago
Last Updated
today
Language
Python
License
MIT

Integrates with

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Solid

wise-insights-mine

Mine your own Claude Code session history for recurring task patterns and, once a pattern recurs across enough distinct sessions, draft it into a reusable personal skill under ~/.claude/skills/ — after you approve each one. This is the wise self-improvement loop: a SessionEnd hook quietly records each finished session into a local ledger, and this command clusters those sessions by frequency and proposes the strongest recurring patterns as new skills. Fully local; nothing leaves your machine. Invoked as `/wise-insights-mine` (bare alias) or `/wise:wise-insights-mine` (canonical). Use when the user says "mine my sessions", "find recurring patterns", "suggest skills", "what should I turn into a skill", "self-improve", or types `/wise-insights-mine`.

4 Updated today
e1024kb
AI & Automation Solid

wise-insights-reset

Reversibly clean up the self-improvement loop, and roll it back. Snapshots then removes the auto-created (wise-managed) skills and/or the insights index (ledger, candidates, decisions) into a timestamped restore point — and can restore any restore point. Never touches hand-written skills, and never hard-deletes (that's `insights.py purge`). Invoked as `/wise-insights-reset` (bare alias) or `/wise:wise-insights-reset` (canonical). Use when the user says "reset insights", "clean up auto-created skills", "wipe learned skills", "remove the skills mine made", "roll back insights", "restore insights", "undo mine".

4 Updated today
e1024kb
AI & Automation Listed

skill-refiner

Curation pass over the robium skill catalog: measure bloat against token budgets, find cross-skill duplication and overlap worth merging, sweep dated version/status facts for staleness, and review which skills never fire so their trigger surface or existence gets questioned. Use when: 'refine the skills', 'check skill bloat', 'are the skills bloated', 'prune the skills', 'dedupe the skills', 'stale skill facts', at the end of a skill-updater absorption run (skill-updater routes here), or periodically (~monthly or after every 2-3 app builds). Report-first: produces a findings report, then applies only user-approved edits under skill-author's rules. Developer workflow — runs in the robium source checkout. Not for: absorbing session learnings (skill-updater) or authoring new skills (skill-author).

0 Updated 1 months ago
robium-ai