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research-agent

Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline. Use when gathering external evidence for strategic decisions.

59

Quality

69%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./modules/skills/src/main/resources/META-INF/skills/research-agent/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

55%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 concise and cleanly organized but stays at the level of describing what the agent does rather than instructing how, lacking executable steps and a validation loop for offline/fallback handling.

Suggestions

Add a concrete, executable workflow: specify the search query construction, the DuckDuckGo scrape command/endpoint, and how results are parsed and limited to 1-5.

Add a validation checkpoint after fetching (e.g., verify results exist, label and load curated fallback data only when web access fails) so the fetch-then-fallback loop is explicit.

Move or point to the curated fallback dataset with a concrete path or reference so the fallback mechanism is actionable rather than implied.

DimensionReasoningScore

Conciseness

Lean and efficient body with no padding; it assumes Claude's competence and every line earns its place.

5 / 5

Actionability

Provides only high-level hints ('Search the web', 'Extract and summarize relevant findings') with no concrete commands, endpoints, or executable steps; the DuckDuckGo scrape mechanism is mentioned but not specified.

2 / 5

Workflow Clarity

Lists capabilities and guardrails as bullets but has no sequenced workflow and no validation checkpoints for a fetch operation that risks returning nothing or fabricated data.

2 / 5

Progressive Disclosure

Well-organized with clear 'Skills' and 'Guardrails' sections and no bundle files to over-structure; appropriate for a short skill, though the fallback/curated data source is referenced but not separated into a file.

4 / 5

Total

13

/

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.

The description is specific, third-person, and explicitly pairs capabilities with a clear 'Use when...' trigger, giving it strong completeness. Trigger terms and distinctiveness are good but not maximal because some synonyms and a narrower niche framing are absent.

DimensionReasoningScore

Specificity

Names the domain and several concrete actions ('searches the web for market data, competitor intelligence, and industry reports', 'curated fallback data when offline') with only minor gaps in coverage.

4 / 5

Completeness

Explicitly answers both what it does and when to use it: 'Use when gathering external evidence for strategic decisions' pairs with the concrete capability list.

5 / 5

Trigger Term Quality

Includes natural phrases a user would say ('market data', 'competitor intelligence', 'industry reports', 'gathering external evidence') with a few common synonyms missing.

4 / 5

Distinctiveness Conflict Risk

Targets a fairly distinct research niche with clear triggers; minor overlap risk with general web-search skills.

4 / 5

Total

17

/

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.

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

Total

14

/

16

Passed

Repository
Atmosphere/atmosphere
Reviewed

Table of Contents

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