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nature-paper-to-patent

Turn research papers or inventor materials into evidence-grounded Chinese invention patent drafts and technical disclosures. Use for 技术交底书、专利撰写、现有技术对比 and Chinese DOCX patent packages; not general manuscript writing.

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%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.

An efficient, well-gated router: lean prose, concrete commands, and explicit stage gates with validate-before-delivery feedback loops. The one real defect is that the manifest-driven core files it instructs the reader to load first are absent from the bundle, breaking navigation at step 1 even though all directly-executable script and reference paths resolve.

Suggestions

Include `manifest.yaml` and the `static/` tree (`core/workflow.md`, `core/output-contract.md`, `fragments/task/technical-disclosure.md`, `fragments/task/disclosure-iteration.md`) in the bundle, or repoint sections 1, 3, and 5 at paths that actually ship alongside SKILL.md.

Make the delegated checks actionable where they are currently pointers: state the key self-check items from `references/disclosure/disclosure_self_check.md` inline, and show the invocation form for `scripts/disclosure/mermaid_render.py` (e.g., argument order for input/output).

Define what 'pass their gates' means for the stage-gate artifacts (or cite the specific gate criteria file), so a reader can verify gate passage without guessing.

DimensionReasoningScore

Conciseness

The ~100-line body is lean directive prose with zero concept explanations, no library comparisons, and no padding — e.g., "Create stable source IDs before drafting: `P001...` for paper text blocks" teaches only what Claude could not invent itself. Every token carries an instruction, matching the lean anchor; there is nothing to trim for a higher fit since 5 is the top.

5 / 5

Actionability

Concrete, executable guidance dominates: exact commands (`python scripts/validate_patent_draft.py draft.json`, `python scripts/build_patent_package.py draft.json --output-dir outputs --prefix patent`), defined ID schemes (P001/E001/F001/C001), and a closed enum of support states (explicit/inherent/needs-confirmation/unsupported). Not a 5 because some steps remain pointers rather than invocations — "render Mermaid/Word outputs with `scripts/disclosure/mermaid_render.py`" gives no arguments, and "run the internal checks in `references/disclosure/disclosure_self_check.md`" delegates without stating the checks; not a 3 because the majority of the workflow is copy-paste executable.

4 / 5

Workflow Clarity

The multi-step process is explicitly sequenced with stage gates ("Do not move to formal claims until the source map, terminology ledger, inventories, evidence ledger, and invention concept pass their gates") and a validate-before-delivery section with explicit commands, ERROR-level blocking ("Resolve all validation `ERROR` findings"), WARNING review, and an incomplete-draft label as the failure path — matching the anchor with explicit validation steps, feedback loops, and checklists. The lower anchors all lack either the sequence detail or the checkpoints present here.

5 / 5

Progressive Disclosure

The router design (manifest-driven conditional loading, one-level-deep references like `references/draft-schema.md` and `static/fragments/task/*.md`) is the right pattern and all references are clearly signaled by full path. However, scored against the actual bundle: the core navigation targets cited in sections 1, 3, and 5 — `manifest.yaml`, `static/core/workflow.md`, `static/core/output-contract.md`, and both `static/fragments/task/*.md` files — do not exist in the provided bundle, so step 1 fails immediately for a reader; only the section 4–5 paths (draft-schema, disclosure_self_check, mermaid_render, validate/build scripts) resolve. Not a 2 because the SKILL.md itself is well split rather than inlining bulk content; not a 4 because unresolvable primary navigation paths are more than a minor organization gap.

3 / 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 concrete deliverables, gives explicit native-language and English trigger phrases, and draws a sharp boundary against general manuscript writing. Third-person voice is used throughout and there is no padding.

DimensionReasoningScore

Specificity

Names several concrete deliverables — "evidence-grounded Chinese invention patent drafts and technical disclosures" plus "Chinese DOCX patent packages" — going beyond a single generic action. Not a 5 because the actions are summarized at the output level without listing intermediate capabilities (claims, specifications, prior-art comparison workflows), leaving minor coverage gaps; not a 3 because it names multiple specific outputs rather than only one or two bare actions.

4 / 5

Completeness

Explicitly answers both questions: the what is "Turn research papers or inventor materials into evidence-grounded Chinese invention patent drafts and technical disclosures" and the when is the concrete "Use for 技术交底书、专利撰写、现有技术对比 and Chinese DOCX patent packages" trigger clause, reinforced by a negative boundary ("not general manuscript writing"). This matches the anchor with clear what, explicit when, and concrete trigger phrases, so nothing below 5 fits better.

5 / 5

Trigger Term Quality

"Use for 技术交底书、专利撰写、现有技术对比 and Chinese DOCX patent packages" supplies natural trigger terms a user needing this skill would actually say, including the native-language phrases. Not a 5 because common variations like 专利申请, 权利要求, or 'patent draft/claims' are missing; not a 3 because coverage goes well beyond a single keyword and includes both Chinese and English phrasing.

4 / 5

Distinctiveness Conflict Risk

The niche — Chinese invention patent drafting from research papers — is highly specific, and the explicit exclusion "not general manuscript writing" reduces overlap with generic writing skills. Clear distinct triggers with minimal conflict risk, matching the top 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

referenced_paths_exist

Referenced path issues: 2 deeper-than-1-level

Warning

Total

15

/

16

Passed

Repository

Yuan1z0825/nature-skills

Path

skills/nature-paper-to-patent/SKILL.md

Reviewed

Table of Contents

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