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scientific-db-uspto-database

USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs. Use when a task needs official United States patent or trademark records from USPTO systems.

Quality

86%

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SKILL.md
Quality
Evals
Security

Quality

Content

75%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-organized, mostly lean skill with one fully executable code example and clearly sequenced workflows validated by a review checklist. The main gaps are the absence of error-recovery guidance and concrete request examples for the TSDR and assignment workflows, plus an inline code block that would fit better in a bundle file.

Suggestions

Add a short error-recovery loop for the API workflows (e.g. on 429/5xx: back off and retry, on schema mismatch: re-check the live docs) to strengthen validation checkpoints.

Add a minimal concrete TSDR request example (endpoint + header) so that workflow is as executable as the PatentSearch one.

Move the full Python request skeleton into a references/ file and keep a one-line pointer in SKILL.md to slim the overview.

DimensionReasoningScore

Conciseness

The body is lean: numbered workflows, a compact code skeleton, and no padding explaining what patents or APIs are. Minor trimming is possible — the opening paragraph restates the frontmatter description, and phrases like 'Use secondary sources only as convenience indexes' could be tightened. Not 5 because of this small redundancy; not 3 because nothing explains concepts Claude already knows.

4 / 5

Actionability

The PatentSearch section includes complete, executable Python (auth header, timeout, raise_for_status) with a concrete payload. The TSDR, file-wrapper, and assignment workflows remain instruction-level ('Check the current TSDR API instructions and required API-key header') without endpoints or request examples — minor gaps, not major ones, so 4 rather than 5.

4 / 5

Workflow Clarity

Each workflow has a clear numbered sequence, a pre-run verification step ('Before reusing a query, verify current endpoint names, field paths, request parameters'), and a closing Review Checklist acting as a validation checkpoint. However there are no explicit error-recovery feedback loops (e.g. what to do on a 429 rate-limit or failed query), which keeps it below 5.

4 / 5

Progressive Disclosure

No bundle files exist; the single SKILL.md is well-sectioned with clear headers and external URL references clearly labeled in a References section. The ~170-line body inlines a full Python request skeleton that could live in a references/ file, which is a minor organization gap rather than a structural problem.

4 / 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: third-person, concrete, comprehensive on capabilities, and with an explicit 'Use when' trigger clause. The only gap is a few natural synonym trigger terms users might say, such as 'prior art' or 'patent status'.

Suggestions

Add 1-2 natural synonyms users would say, e.g. 'prior art', 'patent status', or 'IP landscape research', to the when-clause.

Consider mentioning trademark status/ownership explicitly in the when-clause, since the trigger currently emphasizes 'records' generically.

DimensionReasoningScore

Specificity

Names the domain (USPTO patent and trademark data) plus multiple concrete actions — 'official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs' — which is comprehensive coverage of the skill's capabilities. Uses third person throughout.

5 / 5

Completeness

Explicitly answers both: what ('USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs') and when ('Use when a task needs official United States patent or trademark records from USPTO systems') with a concrete trigger clause.

5 / 5

Trigger Term Quality

Good natural keyword coverage ('patent', 'trademark', 'USPTO', 'assignment', 'PatentSearch', 'TSDR') that users would plausibly say, but common variations like 'prior art', 'patent status', 'IP landscape', or 'PatentsView' are missing. Not 5 because synonym coverage is incomplete; not 3 because the terms present are the ones users actually say.

4 / 5

Distinctiveness Conflict Risk

Clear niche (official USPTO records) with distinct system-specific triggers (PatentSearch, TSDR, assignment search) that no generic search or patent-analysis skill would claim, minimizing conflict risk.

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository

affaan-m/ECC

Path

skills/scientific-db-uspto-database/SKILL.md

Reviewed

Table of Contents

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