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curate-research

把一批 Harness Engineering 调研候选(文章/论文/工具的 URL)走完「抓取→翻译→评审→收录→清理」流水线,整合进本仓库 works/ 与 references/articles.md,并保持 C1–C13 一致性检查全绿。当用户说"处理这批调研候选 / 收录这些链接 / 整理 translate / 把这几篇翻译收进来"时使用。这是仓库给自己用的策展 harness。

Quality

90%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%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-engineered operational skill: the pipeline is clearly sequenced with strong validation checkpoints and a copy-paste review prompt, and commands are concrete. The main weaknesses are inline bulk material that belongs in one-level-deep reference files, plus some over-explanation (dated incident narrative, repeated rules) and uninvoked tool references.

Suggestions

Move the standard review prompt template, the 计数同步清单, and the C8–C13 lint catalog into references/ files (e.g. references/review-prompt.md, references/count-sync.md), keeping SKILL.md as a lean overview with clearly signaled one-level-deep links.

Trim the 2026-07-27 incident narrative to a one-line rule (「数图用 `curl <url> | grep -c '<figure'` 交叉验证,不能只看渲染正文」) and drop the 相关 section's re-explanation of the ④ 分流规则, which duplicates earlier content.

Give concrete invocations (or config paths) for baoyu-url-to-markdown and baoyu-translate in stage ①/②, so the fetch and translate steps are as executable as the validate step.

DimensionReasoningScore

Conciseness

The body is dense and assumes competence (no basics explained), but the dated incident narrative (「2026-07-27 的教训:…」), the C13 rationale paragraph, and the 相关 section re-explaining the ④ 分流规则 are over-explanation that could be trimmed. It fits 'efficient; minor instances of over-explanation' rather than the lean level-5 anchor.

4 / 5

Actionability

Concrete commands (`bash scripts/check-consistency.sh`, `curl <url> | grep -c '<figure'`), exact file paths, required frontmatter fields, and a copy-paste review prompt template make the guidance mostly executable. Minor gaps keep it below 5: the baoyu-url-to-markdown and baoyu-translate tools are named but never given an invocation.

4 / 5

Workflow Clarity

The 6-stage pipeline is clearly sequenced with an explicit non-skippable human gate, a pre-ingest checklist, and validate-before-commit enforcement (C1–C13 全绿) plus per-lint failure descriptions — matching the level-5 anchor of checklists, explicit validation, and error-recovery feedback loops for a batch operation.

5 / 5

Progressive Disclosure

There are no bundle files at all, and the ~97-line body inlines material that belongs in separate reference files: the full review prompt template, the 计数同步清单, and the C8–C13 lint catalog. Sections are well-headed, but this is 'some structure… content that should be separate is inline' (3), not the appropriately split level-4/5 structure.

3 / 5

Total

16

/

20

Passed

Description

100%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.

The description is exemplary: it states concrete pipeline actions, named output paths, an explicit invariant, and natural trigger phrases a user would say, all in third person without padding. Both what and when are answered explicitly, and the niche is highly distinctive.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — the 「抓取→翻译→评审→收录→清理」 pipeline, integration into works/ and references/articles.md, and keeping C1–C13 consistency checks green — with comprehensive coverage, matching the level-5 anchor.

5 / 5

Completeness

Clearly answers both what (the 5-stage pipeline and its outputs) and when (「当用户说…时使用」 with concrete trigger phrases), matching the level-5 anchor exactly.

5 / 5

Trigger Term Quality

Explicit natural trigger phrases (「处理这批调研候选 / 收录这些链接 / 整理 translate / 把这几篇翻译收进来」) plus domain nouns (文章/论文/工具/翻译/链接) give comprehensive coverage of what a user would actually say.

5 / 5

Distinctiveness Conflict Risk

A clear niche — this repo's self-curation harness for translate/works/articles.md — with distinct, unambiguous triggers and minimal overlap with any generic skill.

5 / 5

Total

20

/

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

referenced_paths_exist

Referenced path issues: 6 missing

Warning

Total

15

/

16

Passed

Repository

deusyu/harness-engineering

Path

.claude/skills/curate-research/SKILL.md

Reviewed

Table of Contents

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