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dsh-find-simplifications

Use when working in the deepseek-harness repo to find non-obvious simplification candidates, write proposed Agent Notes or inline TODO/FIXME/XXX notes, audit or coalesce superseded Agent Notes, or fold worthwhile simplification ideas from another PR; especially for dead, duplicated, speculative, over-built, added-then-removed, or hand-rolled-where-a-dependency-exists surfaces.

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is dsh-find-simplifications in river666/deepseek-harness-enterprise

SKILL.md
Quality
Evals
Security

Quality

Content

78%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, highly actionable instruction skill: every section gives concrete commands, paths, templates, and evidence requirements rather than vague direction, and validation steps are explicit. The main structural weakness is that it is a monolithic single-file manual — the long coalesce and dependency-swap procedures would work better as one-level-deep reference files, and a little redundancy could be trimmed.

Suggestions

Move the detailed 'Coalesce Superseded Agent Notes' procedure (the five-step chain plus the added-then-removed rules) and the 'Hand-Rolled Code Versus A Dependency' checklist into reference files, keeping a short summary with clearly signaled links in SKILL.md — this would raise progressive_disclosure from an inlined manual toward an overview-plus-references structure.

Deduplicate the dependency-policy material: it is summarized in 'What Counts As A Strong Candidate' and then restated as a full section; keep one pointer and one owner to trim tokens without losing content.

Add a brief explicit top-level sequence (e.g., a numbered 'Workflow' list naming the phase order: context → survey → prove/reject → write/inline → validate → PR) so the multi-phase flow does not rely solely on section ordering.

DimensionReasoningScore

Conciseness

The body is dense and assumes competence — it never explains generic concepts — but there is redundancy that could be trimmed: the dependency policy appears in both "What Counts As A Strong Candidate" and the dedicated "Hand-Rolled Code Versus A Dependency" section, `knip` is qualified twice, and the thin-candidates paragraph overlaps the reject criteria. This fits anchor 4 (efficient with minor trimmable instances) better than anchor 5's every-token-earns-its-place, and better than anchor 3's "some unnecessary explanation".

4 / 5

Actionability

Guidance is fully concrete and executable throughout: exact note paths (`.agents/notes/<lifecycle>/<class>/yyyy-mm-dd-topic.md`), exact validation commands (`pnpm run doc-sync`, `pnpm run lint`, `git diff --check`), concrete search patterns (`.name(` and `name(`), a full Agent Note section template, and copy-paste-ready tag examples like `TODO(double-default)`. For an instruction-only skill this matches the anchor-5 equivalent of copy-paste-ready commands covering the common cases.

5 / 5

Workflow Clarity

Phases are clearly ordered (repo context → survey → prove/reject → coalesce → write → validate), the coalesce procedure is a numbered 5-step sequence with post-edit search verification, and validation commands plus a PR-summary checklist are explicit, so the destructive-operation cap does not apply. It sits at anchor 4 rather than 5 because the top-level cross-phase sequence is implicit in section order rather than explicitly enumerated with per-phase checkpoints.

4 / 5

Progressive Disclosure

There are no bundle files (no references/, scripts/, or assets/), and while the body is well-sectioned with clearly signaled relative links to repo docs, it is a ~141-line full manual rather than an overview pointing to detailed materials. The dense "Coalesce Superseded Agent Notes" procedure and the dependency-swap procedure are reference-file material inlined in SKILL.md, matching anchor 3 (content that should be separate is inline) more than anchor 4.

3 / 5

Total

16

/

20

Passed

Description

92%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 uses third person, states concrete capabilities, and pairs them with an explicit, well-scoped "Use when" clause tied to the deepseek-harness repo. The only weakness is that a few natural synonyms a user might phrase differently (cleanup, dead code, refactor) are absent.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — "find non-obvious simplification candidates", "write proposed Agent Notes or inline TODO/FIXME/XXX notes", "audit or coalesce superseded Agent Notes", "fold worthwhile simplification ideas from another PR" — plus named surface categories (dead, duplicated, speculative, over-built, added-then-removed, hand-rolled). Coverage is comprehensive with no real gaps, matching the anchor-5 example better than anchor 4.

5 / 5

Completeness

It explicitly answers both questions: the "what" is a full list of concrete actions, and the "when" is an explicit "Use when working in the deepseek-harness repo to..." clause with concrete triggering surfaces. This matches the anchor-5 pattern of what-and-when with concrete trigger phrases; anchor 4's "when could be more explicit" does not apply.

5 / 5

Trigger Term Quality

Good natural keyword coverage for the domain: "simplification candidates", "Agent Notes", "TODO/FIXME/XXX", "audit", "coalesce", "dead", "duplicated", "hand-rolled". A few natural terms a user might say are missing (e.g., "cleanup", "dead code", "unused code", "refactor"), so it fits anchor 4 rather than the comprehensive synonym coverage of anchor 5.

4 / 5

Distinctiveness Conflict Risk

The description is pinned to a named repository and uses domain-specific triggers (Agent Notes, coalesce, added-then-removed, hand-rolled surfaces) that no generic skill would share. It occupies a clear niche with minimal conflict risk, matching anchor 5 rather than the minor-overlap anchor 4.

5 / 5

Total

19

/

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: 12 suspicious

Warning

Total

15

/

16

Passed

Repository

river666/deepseek-harness-enterprise

Path

.claude/skills/dsh-find-simplifications/SKILL.md

Reviewed

Table of Contents

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