Star200+

Pre-install eval

analytical-method-validation 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.

FailedHigh riskBLOCK Policy
79
Eval report
75
Trust
85
Audit
57
Agent safety

do not auto install

Permission surface: shell or command execution, filesystem or document access

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate analytical-method-validation before installing it in an agent workflow
  • research
  • Research agents workflows; Claude Code teams; teams that value GitHub adoption signals

Install path

92

pass

Install handoff is available.

  • npx skills add K-Dense-AI/scientific-agent-skills --skill analytical-method-validation

Install command safety

92

pass

standard package or runtime install path

  • npx skills add K-Dense-AI/scientific-agent-skills --skill analytical-method-validation

Trust score

75

warn

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

  • Strong shortlist
  • 34K GitHub stars
  • MIT

Audit score

85

warn

Needs review

  • Permission surface may require sandboxing

Agent safety gate

57

warn

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

  • Test manually in an isolated workspace and compare against safer alternatives.
  • High-risk permission hints: Shell or command execution

License clarity

86

pass

MIT

  • MIT

Permission surface

48

fail

shell or command execution, filesystem or document access

  • Shell or command execution: high
  • 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 excerpt does not include the full script usage and command outcomes; the agent may not know expected outputs or error handling without additional documentation.
  • High-risk permission hints: Shell or command execution
  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

86

Metadata includes enough usage and workflow context

Recent maintenance

pass

100

2d since push

Alternatives available

pass

82

Alternative skills are available for comparison.