Analyze
SkillDev toolsConvert run artifacts into calibrated interpretation and next decisions.
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 Analyze skill
What this skill tells your AI
The instructions your AI receives, as published by linzhe001/harness-research in .agents/skills/analyze/SKILL.md and read by ahel’s review.
Use $analyze for: Convert run artifacts into calibrated interpretation and next decisions.
Runtime Contract
- Read
harness_core/recipes/analyze.yamland identify the current Action. - Resolve Capability Packs from that Action plus the active Assurance Profile.
- Load only the resolved Packs. Ordinary Actions allow 3; declared high-risk Actions allow 5 and must record the escalation reason.
- Execute, validate postconditions, and record semantic Runtime Events and Gate Evidence. Do not infer success from artifact existence.
- After durable changes under
docs/, runpython tooling/harness.py docs sync --json; this establishes or validates the live docs link. Git hooks only repair the link after checkout, merge, commit, or rewrite. - Pause only at a declared interrupt or human-stop boundary.
Actions:
analyze.collect:analysis-and-reviewanalyze.interpret:analysis-and-reviewanalyze.decide:analysis-and-review
Default profile: reproducible.
Start interactively with python tooling/harness.py analyze --json; use --auto for a bounded fresh Agent per Action.
Inspect with python tooling/harness.py status --json. Legacy internal
sources are inactive migration/debug references, not normal routes.
Signals
- GitHub stars
- 86
- Forks
- 9
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
analyze-linzhe001- Source
- github.com/linzhe001/harness-research