lofn-qa Eval
============

Status: review
Score: 64/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add LocalSymmetry/lofn --skill lofn-qa

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Potentially useful, but at least one trust signal needs human inspection.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- WARN License clarity: Unknown
- PASS Permission surface: no high-risk permission surface in public metadata

Warnings:
- Trust score: Potentially useful, but at least one trust signal needs human inspection.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- License clarity: Unknown
- License is unclear
- The SKILL.md references many external files (e.g., skills/qa/references/qa_full_legacy.md, vault/gates.yaml, etc.) that are not included in the skill directory, which may reduce portability.
- The skill depends on Codex (OpenAI) and specific repository paths, making it tightly coupled to the Lofn pipeline environment.
- Repository license is unknown; the skill itself does not include license or attribution information.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 22 GitHub stars
- Stars/forks activity: 22 stars, 1 forks; issue activity unavailable in current metadata

Validation plan:
1. Inspect repository, README/SKILL.md, license, and recent commits before production use.
2. Install in an isolated workspace or sandbox with no production secrets available.
3. Run the smallest representative task and record files touched, commands run, network access, and outputs.
4. Compare the selected skill against at least one alternative when the eval status is review or failed.
5. Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- The SKILL.md references many external files (e.g., skills/qa/references/qa_full_legacy.md, vault/gates.yaml, etc.) that are not included in the skill directory, which may reduce portability.
- License is unclear
- The skill depends on Codex (OpenAI) and specific repository paths, making it tightly coupled to the Lofn pipeline environment.
- Repository license is unknown; the skill itself does not include license or attribution information.
- Quality score needs review

URLs:
- Skill: https://www.openagentskill.com/skills/localsymmetry-lofn-qa
- Audit: https://www.openagentskill.com/skills/localsymmetry-lofn-qa/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=localsymmetry-lofn-qa