Pre-install eval

mathodology-agent-pipeline 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
72
Eval report
72
Trust
77
Audit
61
Agent safety

do not auto install

Install path: No install command or repository handoff is available.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate mathodology-agent-pipeline before installing it in an agent workflow
  • research
  • RAG and knowledge workflows; Claude Code teams; builders willing to evaluate younger projects

Install path

20

fail

No install command or repository handoff is available.

Install command safety

92

pass

standard package or runtime install path

Trust score

72

warn

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

  • Strong shortlist
  • 179 GitHub stars
  • MIT

Audit score

77

warn

Needs review

  • SKILL.md is truncated in the provided excerpt; the full file may contain additional sections that are not visible here, but the visible content is coherent and complete enough for review.

Agent safety gate

61

warn

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

  • The tracked source changed or could not be synchronized. Review the current source before installing.

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 is truncated in the provided excerpt; the full file may contain additional sections that are not visible here, but the visible content is coherent and complete enough for review.
  • The tracked source changed or could not be synchronized. Review the current source before installing.
  • The skill references external files and other skills (e.g., mathodology-award-gates, workflows, agents) that are not included in the submission; this may reduce standalone usability if those references are not available in the target environment.
  • Quality score needs review

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

86

Metadata includes enough usage and workflow context

Recent maintenance

pass

88

1mo since push

Alternatives available

pass

82

Alternative skills are available for comparison.