Autology workflow
Use after significant project actions — commit, push, PR — or when the team settles on how to build or operate the system: a technology choice, a process, a rule, or a standard. Running close to the action keeps captured knowledge more accurate and complete.From its SKILL.md
npx -y skills add Curt-Park/autology --skill autology-workflowAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 24 stars24 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
1.9 KB, as published. Nobody here has run it
Overview
Route to the right autology skill after significant actions. Knowledge captured close to the action is more accurate and complete — this workflow keeps docs/ in sync with what actually happened.
Trigger Points
[Action completed] After commit/push/PR or decision/convention discovered
/autology:triage-knowledge— context triage: analyze action, return classified list + topology hints- In parallel from the same triage result:
- Existing items → batch
/autology:sync-knowledge(use topology hints to verify connected nodes too) - New items → batch
/autology:capture-knowledge(use suggested relations from hints to add wikilinks)
- Existing items → batch
If triage returns only new items (no existing matches), skip sync — capture runs alone. If triage returns only existing items (nothing new), skip capture — sync runs alone.
Signals for "action completed":
- commit, push, PR created
- "decided", "chose", "always", "never", "the rule is", any architectural choice
autology-workflow just completed (skip — do not re-trigger):
- triage-knowledge, sync-knowledge, or capture-knowledge just ran
- docs/*.md file was just written or edited
Flow
Action → triage → sync (existing) + capture (new) → done
Common Mistakes
| Mistake | Fix |
|---|---|
| sync/capture without triage first | Without triage + hints, risk duplicates or missing nodes |
| Ignore topology hints in sync/capture | Use connected/suggested relations to strengthen wikilinks |
| Only capture when user says "remember" | Self-discovered conventions are also capture targets |