Skill audit report

formula-derivation Audit report.

Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.

REVIEWED · REVIEWSafe to tryGenerated Nov 6, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

16K GitHub stars

Stars/forks activity

PASS

16K stars, 1.4K 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

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill formula-derivation

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Repository evidence

PASS

https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/formula-derivation

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

10 Passed · 4 Needs review

Install path

PASS

npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill formula-derivation

Repository

PASS

https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/formula-derivation

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

The provided SKILL.md excerpt appears to be cut off near the end of Step 6; if the actual file is incomplete, the workflow would lack a final output template and closure.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Stars/forks activity

PASS

16K stars, 1.4K forks; issue activity unavailable in current metadata

Adoption

PASS

16K GitHub stars

Warnings

The provided SKILL.md excerpt appears to be cut off near the end of Step 6; if the actual file is incomplete, the workflow would lack a final output template and closure.
The documented excerpt does not show an explicit setup or limitations section, though the skill appears to need no setup.
Quality score needs review

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.

$ npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill formula-derivation

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: 85/100
Quality: 86/100
Trust: 80/100
Install safety: 92/100
Permission surface: 86/100
Maintenance: 2mo since push
Events: 42 events
GitHub stars: 16K
Last push: Sep 6, 2026

Agent safety v2

65/100 · Review before install

Reviewed with permission notesreview

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

Require human approval before installing into a real workspace.

The provided SKILL.md excerpt appears to be cut off near the end of Step 6; if the actual file is incomplete, the workflow would lack a final output template and closure.
65/100 agent safety score

Browser automation

medium

Skill may drive a browser or interact with web pages.

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.

The provided SKILL.md excerpt appears to be cut off near the end of Step 6; if the actual file is incomplete, the workflow would lack a final output template and closure.

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