OpenAgentSkill
GitHub200+

Pre-install eval

cs-xiaohuang-skill Eval report.

A machine-readable install decision for agents: task fit, Trust Score, Audit Score, install safety, permission surface, and a concrete validation plan before this skill touches a workspace.

Needs reviewMedium riskREVIEW Policy
70
Eval report
73
Trust
76
Audit
60
Agent safety

manual review

Require human approval before installing into a real workspace.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

84

pass

Task wording matches this skill metadata.

  • Evaluate cs-xiaohuang-skill before installing it in an agent workflow
  • automation
  • Browser automation workflows; Claude Code teams; builders willing to evaluate younger projects

Install path

92

pass

Install handoff is available.

  • npx skills add ChenShuo2004/cs-skills --skill cs-xiaohuang-skill

Install command safety

92

pass

standard package or runtime install path

  • npx skills add ChenShuo2004/cs-skills --skill cs-xiaohuang-skill

Trust score

73

warn

Good trust signals with a few areas worth checking before rollout.

  • Strong shortlist
  • 118 GitHub stars
  • MIT

Audit score

76

warn

Needs review

  • SKILL.md references several supporting files (assets/reference-xiaohuang.png, references/style-dna.md, references/prompt-template.md, references/qa-checklist.md, etc.) that are not fully shown in the excerpt; if any are missing from the packaged skill, core workflows will break.

Agent safety gate

60

warn

Usable candidate, but the agent should surface permission and audit notes before installation.

  • Require human approval before installing into a real workspace.
  • SKILL.md references several supporting files (assets/reference-xiaohuang.png, references/style-dna.md, references/prompt-template.md, references/qa-checklist.md, etc.) that are not fully shown in the excerpt; if any are missing from the packaged skill, core workflows will break.

License clarity

86

pass

MIT

  • MIT

Permission surface

86

pass

filesystem or document access

  • Network access: medium
  • Filesystem access: medium

Validation plan

What the agent should do next

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

Do not use when

Conditions that require another skill

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • SKILL.md references several supporting files (assets/reference-xiaohuang.png, references/style-dna.md, references/prompt-template.md, references/qa-checklist.md, etc.) that are not fully shown in the excerpt; if any are missing from the packaged skill, core workflows will break.
  • The skill instructs agents to read a reference image as the identity anchor. If that image ever contains embedded text or instructions, an agent could treat it as guidance; this is a minor prompt-injection surface, though no dangerous actions are requested.
  • Quality score needs review
  • Stars/forks activity: 118 stars, 13 forks; issue activity unavailable in current metadata

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

86

Metadata includes enough usage and workflow context

Recent maintenance

pass

88

2mo since push

Alternatives available

pass

82

Alternative skills are available for comparison.