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keenable-search

Keyless web search and page fetch via Keenable. Use when user says "keenable search", "web search without an API key", "fetch this page as markdown", or needs broad web results beyond academic databases (arXiv, Semantic Scholar) with no search API key set up.

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

The body is a highly actionable, well-sequenced workflow with executable commands and explicit failure handling. Its main costs are redundancy around script resolution and error reporting, and the absence of any bundle/reference files to offload the environment-specific integration details.

Suggestions

Remove the duplicated error-handling: keep either the script's built-in echo/exit 1 or the 'If not found, tell the user' message block, not both.

Collapse the 'Constants' prose describing the resolution chain and Policy D1 into a brief comment, since Step 2's bash already implements the full chain.

Move the environment-specific integration-contract details to a reference file and keep only the executable resolution script in SKILL.md.

DimensionReasoningScore

Conciseness

Mostly efficient with concrete commands and no padding, but the script-resolution chain is explained twice (the 'Constants' prose describing the Codex chain plus Policy D1, then again as executable bash in Step 2), and error handling is duplicated (the script already echoes an error and exits 1, followed by a redundant 'If not found, tell the user' block). This is more than the minor trimmable over-explanation of anchor 4.

3 / 5

Actionability

Fully executable, copy-paste-ready guidance: a complete bash script resolving the helper across four locations, concrete 'python3 "$KEENABLE_FETCHER" search "QUERY" --max 10 --site arxiv.org ...' commands, and a documented JSON output schema (title, url, snippet, published_date, errors). Common cases (search, filtered search, fetch) are each covered.

5 / 5

Workflow Clarity

Steps 1-5 are clearly sequenced with an explicit validation checkpoint (the not-found test exits 1 with remediation guidance) and error-recovery guidance for HTTP 429 and fetch 'errors'. Minor gaps remain: no guidance for zero-result searches or malformed helper output, keeping it below the fully closed-loop anchor 5.

4 / 5

Progressive Disclosure

Well-organized single-file skill with clear sections and one clearly signaled, one-level-deep reference ('shared-references/integration-contract.md' §2). At ~145 lines with no bundle files, the environment-specific resolution-chain details (Policy D1, the manifest fallback) could arguably live in a reference file, so structure is good but not the ideal split of anchor 5.

4 / 5

Total

16

/

20

Passed

Description

83%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 states concrete capabilities and pairs them with an explicit, well-phrased 'Use when' trigger clause including verbatim user phrases. Its only weaknesses are missing common search-intent synonyms and minor overlap risk with other broad web-search skills.

Suggestions

Add one or two common search-intent trigger phrases such as 'search the web' or 'look this up online' to broaden natural keyword coverage.

Mention a distinguishing capability like domain/date filtering to further separate it from other web-search skills.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'Keyless web search and page fetch', 'fetch this page as markdown', 'broad web results' — with minor gaps (filter options like site/date/max-results are not mentioned). It exceeds the 1-2 actions of anchor 3 but falls short of anchor 5's comprehensive coverage.

4 / 5

Completeness

Explicitly answers both 'what' ('Keyless web search and page fetch via Keenable') and 'when' ('Use when user says ... or needs broad web results beyond academic databases ... with no search API key set up') with concrete trigger phrases. This matches the anchor-5 good example pattern exactly.

5 / 5

Trigger Term Quality

Natural user phrases like '"keenable search"', '"web search without an API key"', and '"fetch this page as markdown"' are quoted directly, giving good keyword coverage. Common variations such as 'search the web' or 'look this up online' are missing, so it does not reach anchor 5.

4 / 5

Distinctiveness Conflict Risk

The 'beyond academic databases (arXiv, Semantic Scholar)' and 'no search API key set up' qualifiers carve out a clear niche, but the generic 'web search' trigger still overlaps closely with other general web-search skills. Mostly distinct with minor overlap risk, not the minimal-conflict clarity of anchor 5.

4 / 5

Total

17

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 1 suspicious

Warning

Total

13

/

16

Passed

Repository

wanshuiyin/Auto-claude-code-research-in-sleep

Path

skills/skills-codex/keenable-search/SKILL.md

Reviewed

Table of Contents

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