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.
do not auto install
Install path: No install command or repository handoff is available.
Required gates
Checks an agent must pass before install
Task fit
94
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
No install command or repository handoff is available.
Install command safety
92
standard package or runtime install path
Trust score
72
Good trust signals with a few areas worth checking before rollout.
- Strong shortlist
- 179 GitHub stars
- MIT
Audit score
77
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
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
MIT
- MIT
Permission surface
86
filesystem or document access
- Network access: medium
- Filesystem access: medium
Validation plan
What the agent should do next
- 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
- 2Install in an isolated workspace or sandbox with no production secrets available.
- 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
- 4Compare the selected skill against at least one alternative when the eval status is review or failed.
- 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
pass86
Metadata includes enough usage and workflow context
Recent maintenance
pass88
1mo since push
Alternatives available
pass82
Alternative skills are available for comparison.