Recommend Prune

Recommends structural cleanups for the substacker section map — sections to retire, sections to merge, posts to reassign. Applies under-filled, stale, and overlapping heuristics. Writes proposals with reasons-to-reject (steelman counter). Does not execute. Use once per Curator run, after drift audit. Trigger keywords — prune, retire section, merge sections, reassign post, cleanup.

lyndonkl 8fdbca4 1.6 KB Updated

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Recommend Prune

Three cleanup categories

  1. Retire: section with <2 posts added in 3 months AND no new cluster signal → candidate for retirement.
  2. Merge: two sections whose promises overlap >60% semantically OR whose post-sets have >40% cross-fit → merge candidate.
  3. Reassign: posts from audit-drift flagged as genuine-drift → suggest target section or move to unassigned.

Workflow

Per Curator run:
- [ ] Step 1: For each section, check retire conditions
- [ ] Step 2: Cross-check section promises for merge candidates
- [ ] Step 3: Collect reassignment candidates from drift audit
- [ ] Step 4: For each proposal: write reasoning + reasons-to-reject
- [ ] Step 5: Emit three lists (retire / merge / reassign)

Guardrails

  1. Never delete. Only retire (mark status: retired, keep in map).
  2. Never merge without the merge proposal fully visible in review artifact (both original promises preserved verbatim).
  3. Never recommend pruning a provisional section in its first 2 cycles — give it probation time.
  4. Reasons-to-reject are mandatory for every proposal. Writer needs the counter-argument pre-built.

lyndonkl/claude/tree/main/skills/recommend-prune commit 8fdbca4117

Frequently asked questions

npx skillmds add lyndonkl/recommend-prune