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veomni-develop

VeOmni-specific checklist for feature development and refactoring. Covers impact analysis across modalities, trainer hierarchy, data pipeline, and distributed code. Use before implementing any non-trivial change. For model-specific or ops-specific work, use veomni-new-model or veomni-new-op instead. Trigger: 'add feature', 'implement', 'refactor', 'reorganize', 'new capability'.

Quality

86%

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SecuritybySnyk

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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 high-quality, information-dense checklist body: repo-specific traps, an impact-analysis table, and a validated refactoring workflow with genuine feedback loops. The residual gaps are minor — slight redundancy in the safety rules, one or two commands not spelled out, and the extension-point documentation detail living inline.

Suggestions

Merge Refactoring Safety Rules 1/4 and 2/3, which restate the baseline and one-change-per-commit points, into a tighter three-rule sequence to remove redundancy.

Spell out the grep for config renames as a concrete command (e.g. `grep -rn "<old_key>" configs/`) alongside 'grep all YAML files first', mirroring the specificity of the pytest and make commands.

Move the detailed 'Documenting an extension point' contract (~30 lines) into a references/ file (e.g. references/extension-point-docs.md) and keep a short summary plus a clearly signaled link in SKILL.md.

DimensionReasoningScore

Conciseness

Nearly every line carries non-obvious repo-specific knowledge (import-time registry side effects, strict SP ordering, the -W toctree CI rule) with no explanation of concepts Claude already knows; minor redundancy remains — rules 1 and 4 both restate the baseline and rules 2/3 overlap on one-change-per-commit — so it fits 'efficient; minor instances that could be trimmed' rather than the lean 5.

4 / 5

Actionability

Provides concrete commands (`pytest tests/`, `make -C docs html SPHINXOPTS=-W`), exact file paths, class names, and ordering conventions throughout; small gaps such as 'grep all YAML files first' lacking the actual grep command and CI wiring deferring to `.agents/knowledge/testing.md` place it at 'mostly executable; minor gaps'.

4 / 5

Workflow Clarity

The Refactoring Safety Rules form a clear sequence with explicit validation and a feedback loop — record pytest baseline, verify tests match baseline before each commit, and re-check that results are identical at the end — supplemented by the docs `-W` build as a pre-commit gate and the impact-analysis table as a checklist, matching the top anchor.

5 / 5

Progressive Disclosure

Sections are well-organized with clearly signaled external pointers (`.agents/knowledge/*` files, `/veomni-fix-docs`, sibling skills) and no bundle files exist to misreference; the ~30-line 'Documenting an extension point' subsection is inlined where a references/ file could carry the detail, a minor organization gap consistent with the 'good structure; minor gaps' 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 that answers what, when, and for-what-not in third person with concrete trigger phrases and explicit routing to sibling skills. The only gaps are a few missing natural synonyms and naming coverage domains rather than fully enumerated actions.

DimensionReasoningScore

Specificity

Lists several specific coverage areas — "impact analysis across modalities, trainer hierarchy, data pipeline, and distributed code" — but these name domains rather than a comprehensive list of concrete actions, matching the 'several specific actions; minor gaps' anchor rather than the comprehensive 5.

4 / 5

Completeness

Clearly answers both what ("VeOmni-specific checklist for feature development and refactoring. Covers impact analysis...") and when ("Use before implementing any non-trivial change" plus an explicit Trigger list with concrete phrases), in third-person voice — a direct match for the top anchor.

5 / 5

Trigger Term Quality

Five natural trigger phrases users would actually say ('add feature', 'implement', 'refactor', 'reorganize', 'new capability') give good keyword coverage, but common variations like 'extend', 'restructure', or 'modify' are missing, fitting the 'good coverage; a few natural terms missing' anchor.

4 / 5

Distinctiveness Conflict Risk

"VeOmni-specific" pins a clear niche and explicit routing ("use veomni-new-model or veomni-new-op instead") prevents overlap with sibling skills; only the broad 'implement' trigger adds slight overlap risk, still within the 'clear niche with distinct triggers' anchor.

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

relative_links

Relative link issues: 1 suspicious

Warning

Total

15

/

16

Passed

Repository

ByteDance-Seed/VeOmni

Path

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

Reviewed

Table of Contents

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