karlorz/llm-wiki · Archived

proj-distill

2-step distillation (E4) — analyze project compound entry, then generate a vault concept page with provenance.

First seen Jul 27, 2026

Installation

$ npx skills add karlorz/llm-wiki --skill proj-distill

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 3
Default branch main
Open issues 1
Status Archived

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,414 B
  • docs SUMMARY.md 132 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

proj-distill

When to invoke

  • A project compound entry captures a pattern that generalizes beyond the project.

Pre-orientation reads

Standard four + project context.

Steps (E4 — 2-step pattern)

Source selection

Check projects/{slug}/compound/ first. If no project context exists, default to playground. If empty, fall back to retro entries in vault log.md (lines matching ## [YYYY-MM-DD] retro).

When reading retros as source material:

  • Collect all retros for the project, focusing on entries with

Generalize?: yes.

  • Group by recurring theme (≥2 occurrences across cycles).
  • Each group becomes a candidate concept outline.
  1. Step 1 — Analyze. Read the source compound entry + linked work

items (or retro groups from log.md). Output a candidate concept outline. STOP if no clear universal pattern is found — surface the reasoning instead of forcing a page.

  1. Step 2 — Generate. Compose the vault concept page with

provenance: project and provenance_projects: ["[[slug]]"]. Validate with skillwiki validate. - Portable source references: follow using-skillwiki → Portable Source References (commit-pinned GitHub URLs or repo-relative paths; not canonical Source file: / Source inspected: host paths). - Tag hygiene: tags: must only contain entries from {vault}/SCHEMA.md taxonomy. Never derive tags from prose text (lesson/evidence sections) — use only established taxonomy tags (e.g., dev-loop, lint, vault). If no relevant taxonomy tag exists, use [dev-loop] as the safe default rather than inventing new tags. New tags must be added to SCHEMA.md first.

  1. Backlink. Set promoted_to: "[[concept-slug]]" on the source

compound entry. For retro-sourced distillation, skip backlink (log.md entries are append-only) and instead add sources: citing the vault log with date range.

  1. Apply writes in order. Vault concept page → backlink update →

project log.md → vault index.md → vault log.md.

Stop conditions

  • No clear universal pattern.
  • validate non-zero on either page.

Forbidden

  • Skipping Step 1 (no direct generation).
  • Updating index/logs before validate passes.