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pi-web-search

ONLY for Pi Agents — all other agents have their own web tools. How Pi accesses the web via the pi-web-access package — search, fetch URLs/PDFs/YouTube/GitHub. Use whenever a Pi task needs current info, docs, news, prices, or content from a specific URL.

80

Quality

100%

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SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is concise and highly actionable, with concrete executable code, explicit query-count validation checkpoints for batched searches, and well-organized sections appropriate for a short single-purpose skill with no external bundle.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it does not explain what MCP or web search is, and every section (CRITICAL workflow flag, tool list, routing, fallback) earns its tokens.

3 / 3

Actionability

Provides fully executable, copy-paste-ready guidance: a concrete web_search call signature and a complete curl fallback command with an env-key fallback one-liner.

3 / 3

Workflow Clarity

The routing rules sequence batched querying with explicit verification checkpoints ("count your queries... do not stop short", "fire another batch before synthesizing") plus a fallback recovery path, satisfying the validation requirement for batch operations.

3 / 3

Progressive Disclosure

With no bundle files and a short single-purpose body, the well-organized sections plus one clearly signaled one-level reference ("Full details: `deepapi` skill") meet the simple-skill bar for progressive disclosure.

3 / 3

Total

12

/

12

Passed

Description

100%

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 specific, complete, and clearly scoped: it names concrete actions, natural trigger terms, an explicit use-condition, and a hard exclusivity guard that prevents conflict with other agents' web tools.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "search, fetch URLs/PDFs/YouTube/GitHub" — matching the anchor for enumerating several specific capabilities rather than vague language.

3 / 3

Completeness

Explicitly answers what ("search, fetch URLs/PDFs/YouTube/GitHub") and when ("Use whenever a Pi task needs current info..."), matching the both-what-and-when anchor.

3 / 3

Trigger Term Quality

Covers natural user phrasings such as "current info, docs, news, prices, or content from a specific URL", giving good coverage of terms users would actually say.

3 / 3

Distinctiveness Conflict Risk

The "ONLY for Pi Agents — all other agents have their own web tools" scoping explicitly disambiguates it from other agents' web tools, giving a clear niche with low conflict risk.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
mishatojk/davidskills
Reviewed

Table of Contents

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