Skill audit report

mathodology-evidence-search Audit report.

Use when an award run needs external evidence — literature, datasets, benchmarks, domain constants, prior-art checks, or citation verification — with combined built-in WebSearch and search MCP discovery, source reconciliation, document reading, citation confirmation, token budgets, and reproducibility rules.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

179 GitHub stars

Stars/forks activity

WARN

179 stars, 9 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

credential or environment access, network or browser surface

Install availability

PASS

npx skills add sweetcornna/mathodology --skill mathodology-evidence-search

Install command safety

PASS

standard package or runtime install path

Permission surface

FAIL

secrets or environment access, filesystem or document access

Repository evidence

PASS

https://github.com/sweetcornna/mathodology/tree/main/.claude/skills/mathodology-evidence-search

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

PASS

npx skills add sweetcornna/mathodology --skill mathodology-evidence-search

Repository

PASS

https://github.com/sweetcornna/mathodology/tree/main/.claude/skills/mathodology-evidence-search

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

The SKILL.md excerpt is truncated; the full document may contain additional details not reviewed, but the provided content is sufficient for assessment.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

credential or environment access, network or browser surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

FIX

179 stars, 9 forks; issue activity unavailable in current metadata

Adoption

INFO

179 GitHub stars

Financial decision safety

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Permission surface may require sandboxing
Financial research output is not financial advice; require human review before any live investment decision
The SKILL.md excerpt is truncated; the full document may contain additional details not reviewed, but the provided content is sufficient for assessment.
The skill depends on an external MCP server (free-search-mcp) which may not be installed; however, the skill explicitly handles degradation modes, so this is not a blocking issue.
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review
Permission surface needs review: secrets or environment access, filesystem or document access
Stars/forks activity: 179 stars, 9 forks; issue activity unavailable in current metadata
Permission surface: secrets or environment access, filesystem or document access

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

Review the source

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 74/100
Quality: 66/100
Trust: 67/100
Install safety: 92/100
Permission surface: 34/100
Maintenance: 2mo since push
Events: 7 events
GitHub stars: 179
Last push: Sep 7, 2026

Agent safety v2

42/100 · Avoid automatic install

Experimentalreview

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

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

The tracked source changed or could not be synchronized. Review the current source before installing.
High-risk permission hints: Secrets or environment access
42/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Secrets or environment access
Permission surface may require sandboxing
The tracked source changed or could not be synchronized. Review the current source before installing.

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