claude

core

Core utilities — skill authoring, security, scientific ideation and coding governance

2 on GitHubMITupdated 4 days ago
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Plugin core from marketplace ai-skills in CHENyiru3/AI-Skills-Collections. Commands read from the repo's manifest — 3 days ago.

What it installs

Skills (5)

  • skill-creator

    Create or update a self-contained agent skill, design requested skill evaluations, or improve trigger precision. Use for a reusable SKILL.md workflow; for audit-only trimming use skill-cutter.

  • skill-cutter

    Critically audit or explicitly trim an existing agent skill to its behavioral core, including narrowing over-broad trigger metadata. Use when the user asks to cut, simplify, shorten, de-slop, or reduce the context cost or trigger aggressiveness of a SKILL.md or skill folder. Do not trigger merely be

  • scientific-brainstorming

    Generate, challenge, or compare candidate scientific research directions with explicit assumptions and evidence limits. Use for requested ideation or prioritization; not hypothesis validation, clinical advice, or permission to run experiments.

  • scientific-coding-governance

    Preserve scientific intent and meaningful results while implementing or debugging research analyses within an agreed scope. Use when code can affect methods, data, evaluation, or interpretation; not as an approval ritual for unrelated mechanical edits.

  • auditing-python-security

    Audit Python source, dependency vulnerabilities or secret exposure, or implement requested security checks. Use for an explicit Python security review or hardening task; ordinary code edits do not require a full audit.

View source on GitHub

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