Context layer health check

SkillDocs & knowledge

Semantic review of context wiki quality after deterministic consolidation

Available today. Use it from your connected AI after setup.

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-foss 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
715
Forks
118
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
context-layer-health-check-posthog
Source
github.com/posthog/posthog-foss