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opensource-ops

Portable workflow for external PR / issue operations and source-to-public publishing. Use when: a thread is reviewing, triaging, intaking, or advising on an external artifact, or must distinguish outbound sync from a public release. Not for: internal feature work with no external artifact, generic thread orchestration, replacing the external maintainer's own decision, or inventing deployment-specific export commands. Output: grounded provider-neutral subject + verified author/authenticated-identity comparison + adoption five-question answer + correctly separated sync/release custody.

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, highly operational workflow skill: clear sequencing, fail-closed validation at every decision point, and concrete tool-level guidance. Main weaknesses are minor redundancy in the provenance rules, missing executable grounding commands for the provider adapter, and all detail living inline in one long file.

Suggestions

In Step 1, include the actual provider-adapter command for the GitHub case (e.g., gh pr view owner/repo#NNN --json author,state,headRefOmit) so the fact fields are directly executable.

Deduplicate the reverse-provenance rules — state the 'related ≠ origin' rule once and reference it from the Fail-closed list and Common Mistakes table.

Consider moving the custody decision table and evidence-grading detail into a reference file to keep SKILL.md as a leaner overview.

DimensionReasoningScore

Conciseness

The body is dense and rule-driven with no padding explaining concepts Claude already knows, but there is minor repetition — '外部对象触发内部 thread 只能算 related' appears in both the 证据分级 table and the Fail-closed 规则, and the proposal-source-as-origin prohibition is stated twice — that could be trimmed to reach the lean anchor.

4 / 5

Actionability

Concrete tool calls (gh pr comment, gh auth status, cat_cafe_search_evidence, github_record_external_review_verdict), typed field tables, a copy-paste JSON metadata example, and scenario-to-custody decision tables make the guidance mostly executable; the gap is that Step 1 grounding says '例如 GitHub 场景用 gh' without ever giving the actual command (e.g., gh pr view --json) that populates the fact fields.

4 / 5

Workflow Clarity

Steps 1-6 are explicitly sequenced, each with fail-closed validation branches ('停住,输出 unknown', '升级到 operator') that serve as error-recovery feedback loops, plus entry conditions and a Common Mistakes checklist; merge operations are explicitly gated (maintainer-only, no self-review/self-merge), so the destructive-operation cap does not apply.

5 / 5

Progressive Disclosure

No bundle files exist or are referenced, so the skill is a single self-contained file with clear section headers, tables, and a sibling-skill relationship map for navigation; however at ~190 lines, detail like the custody decision tables and provenance evidence-grading is inlined in one file where it could be split, matching 'good structure; minor organization gaps' rather than the fully split anchor.

4 / 5

Total

17

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: it states what the skill does, when to use it, when not to use it, and what output to expect, in third person and without padding. Trigger coverage is good but could add common synonyms like 'GitHub PR' and 'open source contribution'.

Suggestions

Add common natural trigger synonyms (e.g., 'GitHub PR', 'open source contribution', 'maintainer review') to widen keyword coverage.

Make the 'Output' line slightly more concrete — e.g., replace 'grounded provider-neutral subject' with plain phrasing like 'verified PR/issue identity (repo, number, HEAD SHA)'.

DimensionReasoningScore

Specificity

The description lists several concrete deliverables ('grounded provider-neutral subject + verified author/authenticated-identity comparison + adoption five-question answer + correctly separated sync/release custody') with only minor gaps; some phrasing like 'provider-neutral subject' is abstract, keeping it below the comprehensive anchor 5.

4 / 5

Completeness

It explicitly answers both 'what' (portable workflow for external PR/issue operations and source-to-public publishing, with concrete output artifacts) and 'when' ('Use when: a thread is reviewing, triaging, intaking, or advising on an external artifact, or must distinguish outbound sync from a public release'), plus a 'Not for' exclusion clause.

5 / 5

Trigger Term Quality

Natural terms are present ('external PR / issue operations', 'reviewing, triaging, intaking', 'outbound sync', 'public release'), but common synonyms users would say such as 'GitHub', 'open source contribution', or 'maintainer review' are missing, matching the 'good keyword coverage; a few natural terms missing' anchor.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche (external PR/issue custody, sync-vs-release separation) and explicitly fences off overlap via 'Not for: internal feature work with no external artifact, generic thread orchestration', minimizing conflict risk with sibling orchestration skills.

5 / 5

Total

18

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

zts212653/clowder-ai

Path

cat-cafe-skills/opensource-ops/SKILL.md

Reviewed

Table of Contents

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