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parallel-web

Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source discovery, repeated entity lookups, exhaustive reports, or ongoing change tracking.

73

Quality

92%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%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 well-structured overview with excellent progressive disclosure, executable commands, and clear sequencing with validation and error-recovery paths. The only weakness is version-sensitive detail (pins and review dates) living in the main body rather than a versioning section, plus a modestly promotional citation block. Suggestions are minor.

Suggestions

Move version boundaries and the 0.9.3 pin into a dedicated 'Versioning' or 'Deprecated patterns' section (or references/api-contracts.md, which already documents them) so time-sensitive detail does not sit in the always-loaded body.

Trim the 'Citing Scientific Agent Skills' section to a short pointer or one-line instruction to reduce token cost of the always-included body.

Add a couple of natural trigger phrasings (e.g., 'look up', 'fetch this URL', 'track this page') to the description's when-clause for fuller synonym coverage.

DimensionReasoningScore

Conciseness

The body is largely lean — a routing table, terse decision guide, and copy-paste commands with no explanation of concepts Claude already knows — but it embeds time-sensitive version pins ("parallel-web-tools[cli]==0.9.3", "Reviewed against ... 0.9.3") outside any versioning/deprecated section, and the self-citation section adds tokens beyond operational need. This sits above anchor 3 (some unnecessary material) but short of anchor 5 where every token earns its place.

4 / 5

Actionability

Commands are fully executable and copy-paste ready: `parallel-cli --version`, `uv tool install "parallel-web-tools[cli]==0.9.3"`, `parallel-cli login --no-browser`, `parallel-cli research status "trun_xxx" --json`, and concrete flags like `--timeout 45 --poll-interval 5` and `--previous-interaction-id`. Specific examples cover the common setup, status, and polling cases, with capability commands correctly delegated to the reference files.

5 / 5

Workflow Clarity

The sequence is explicit with validation checkpoints and feedback loops: check installation first (`parallel-cli --version`), verify auth (`parallel-cli auth`), validate task ID prefixes (`trun_`, `tgrp_`, `findall_`, `mon_`) before status/poll commands, resume the same ID after a poll timeout, and fall back to Setup when the CLI is not found. Because this skill includes batch enrichment and persistent monitor state, the rubric cap of 3 for missing validation does not apply — validation is present.

5 / 5

Progressive Disclosure

The body is a clear overview with a routing table that signals one-level-deep references (references/web-search.md, web-extract.md, data-enrichment.md, deep-research.md, findall.md, monitor.md, api-contracts.md), all of which exist in the bundle and none of which nest further references. Shared setup/status/polling content is appropriately inline in SKILL.md, matching the anchor-5 structure.

5 / 5

Total

19

/

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.

The description is specific, in third person, and explicitly covers both what the skill does and when to use it with concrete trigger phrases. Trigger-term coverage is strong but misses a few natural phrasings users might say. No suggestions needed.

DimensionReasoningScore

Specificity

"Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring" lists multiple specific concrete actions with comprehensive coverage of the skill's six capabilities, matching the anchor-5 example. It is not a 4 because there are no coverage gaps — every routed capability in the body is named.

5 / 5

Completeness

The first sentence explicitly answers "what" (six concrete capabilities) and "Best for requests that explicitly need current web evidence, academic-source discovery, repeated entity lookups, exhaustive reports, or ongoing change tracking" is an explicit "when" clause with concrete trigger phrases. Both halves are explicit, matching the anchor-5 exemplar; it is clearly above anchor 4 where the "when" is only adequate.

5 / 5

Trigger Term Quality

Natural phrases like "web search", "deep research", "exhaustive reports", "entity lookups", and "ongoing change tracking" give good keyword coverage, but common user variations such as "look something up", "fetch/scrape this URL", and "track this page" are absent. It exceeds anchor 3 (keywords present with synonyms missing) but does not reach the comprehensive synonym coverage of anchor 5.

4 / 5

Distinctiveness Conflict Risk

The tool-specific framing ("Parallel CLI") plus enumerated triggers (current web evidence, repeated entity lookups, recurring monitoring) carves a clear niche with minimal conflict risk against generic web-search skills. It is above anchor 4 because the trigger list distinguishes it even from closely related web-research skills.

5 / 5

Total

19

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

relative_links

Relative link issues: 1 missing

Warning

Total

14

/

16

Passed

Repository

K-Dense-AI/scientific-agent-skills

Path

skills/parallel-web/SKILL.md

Reviewed

Table of Contents

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