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veomni-review

Pre-PR code review gate. Run before opening a pull request, and again before pushing a substantive update to an open one — not per commit. Required when the PR's branch diff touches Python under veomni/, tasks/ or tests/, or CI workflows, pyproject.toml, uv.lock, docker/ or configs/. Also trigger proactively for runtime or configuration changes that span multiple files, touch shared infrastructure (BaseTrainer, distributed, model loading, data pipeline, ops dispatch), or have uncertain safety. Docs, comments and .agents/-only changes use the self-check below. The review launches a subagent that checks implementation quality, multi-file consistency, and known constraint violations, then rates the change as safe/needs-attention/risky.

Quality

94%

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 strong, highly actionable single-file skill: executable git commands, a complete subagent prompt, and a verdict-driven workflow with explicit checkpoints. Its main imperfections are minor rhetorical padding and an inline checklist/prompt that could live in a reference file for a leaner SKILL.md.

DimensionReasoningScore

Conciseness

The body is dense with non-obvious material (three-dot diff semantics, `git add -N`, stacked-PR base selection, repo-specific constraints), but rhetorical flourishes like "the unit that lands is the pull request, so that is the unit worth reviewing" and "It is the *obligation* that moved, not the option" could be trimmed. Nothing explains concepts Claude already knows, so it sits above the 3 anchor but short of lean-and-efficient 5.

4 / 5

Actionability

Fully executable guidance throughout: `git diff <base>...HEAD`, `git add -N .`, `git diff HEAD`, `make quality`, and a complete copy-paste subagent prompt template with placeholders and a structured output format. Commands are ready to run and cover the common cases, matching the 5 anchor.

5 / 5

Workflow Clarity

Steps 1-5 are clearly sequenced with explicit validation checkpoints: the verdict table maps safe/needs-attention/risky to concrete actions (including "do NOT open the PR, wait for the user" for risky), needs-attention creates an address-then-proceed feedback loop, and `make quality` acts as a final gate. This matches the 5 anchor's explicit validation, feedback loops, and checklists.

5 / 5

Progressive Disclosure

Sections are well organized (When this gate applies / Steps / Subagent Launch / After Commit) with no dead-end reference chains, but the skill is a single ~130-line file whose long subagent prompt and checklist are inlined rather than split into a reference file. Good structure with a minor organization gap fits the 4 anchor rather than the 5 anchor's appropriately-split content.

4 / 5

Total

18

/

20

Passed

Description

96%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.

An excellent description: it answers what and when explicitly, with concrete repo-scoped trigger conditions, natural synonyms, and a specific verdict taxonomy. The only weak point is minor overlap risk with generic code-review skills from the generic phrase "code review gate".

DimensionReasoningScore

Specificity

It enumerates the skill's concrete actions comprehensively: "launches a subagent that checks implementation quality, multi-file consistency, and known constraint violations, then rates the change as safe/needs-attention/risky". Multiple specific actions with a concrete verdict taxonomy match the 5 anchor; there is no coverage gap that would drop it to 4.

5 / 5

Completeness

The what is explicit ("launches a subagent that checks... rates the change as safe/needs-attention/risky") and the when is explicit and concrete ("Run before opening a pull request, and again before pushing a substantive update to an open one... Required when the PR's branch diff touches..."). Both are answered with concrete trigger phrases, matching the 5 anchor exactly.

5 / 5

Trigger Term Quality

Natural trigger terms with synonyms and concrete file names: "pull request"/"PR", "code review", "pushing", "Python under veomni/, tasks/ or tests/", "CI workflows, pyproject.toml, uv.lock, docker/ or configs/". A user preparing a PR in this repo would naturally say these, matching the 5 anchor's synonym-and-extension coverage rather than the 4 anchor's few-missing-terms.

5 / 5

Distinctiveness Conflict Risk

Repo-specific triggers (veomni/, BaseTrainer, uv.lock) carve a clear niche that minimizes wrong-skill firing, but the generic headline phrase "Pre-PR code review gate" overlaps with general code-review skills. Mostly distinct with minor overlap risk fits the 4 anchor; the 5 anchor's minimal conflict risk is not quite met.

4 / 5

Total

19

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

ByteDance-Seed/VeOmni

Path

.agents/skills/veomni-review/SKILL.md

Reviewed

Table of Contents

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