Context layer health check
SkillDocs & knowledgeSemantic review of context wiki quality after deterministic consolidation
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Context layer health check skill
What this skill tells your AI
The instructions your AI receives, as published by posthog/posthog in products/context_layer/skills/context-layer-health-check/SKILL.md and read by ahel’s review.
Read recent wiki-miss: lines from git log --merges and use them as the priority signal. Review for contradictory active claims, unsupported conclusions, repeated low-value activity, stale priorities the report cannot detect, near-duplicate subjects, concepts without an owning page, and sources worth backfilling.
Fix what evidence supports. Leave unresolved conflicts as **Disagreement:** markers and record remaining work in the run summary. Finish with scripts/lint and scripts/lint --report.
Do not edit AGENTS.md, CLAUDE.md, generated indexes, scripts/, or Space paths. The server owns wiki structure and tooling.
Signals
- GitHub stars
- 40k
- Forks
- 3k
- Last commit
- Sep 2026
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context-layer-health-check- Source
- github.com/posthog/posthog