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apify-market-research

Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.

58

Quality

67%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/apify-market-research/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

68%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 efficient, actionable, and well-structured with concrete commands and a clear sequenced workflow, but it lacks an explicit validation/verification checkpoint for batch scraping runs, capping workflow clarity. Adding a verify-results step would lift the score.

Suggestions

Insert a verification checkpoint after Step 4 (e.g., 'Verify the run succeeded and results are non-empty before summarizing') to satisfy the batch-operation validation requirement.

Make the run_actor.js reference a clearly signaled, one-level-deep link rather than an inline path placeholder, so the script dependency is explicit.

Tighten the 'When to Use' bullets and the prerequisites note to remove minor redundancy.

DimensionReasoningScore

Conciseness

The body is lean: tables, copy-paste bash blocks, a checklist, and a terse error-handling list, with no padding explaining concepts Claude already knows; only minor phrasing could be trimmed further.

4 / 5

Actionability

Provides concrete, mostly copy-paste-ready commands for schema fetching and three output-mode script invocations with explicit flags; the unavoidable JSON_INPUT/ACTOR_ID placeholders are the only gaps keeping it from fully executable.

4 / 5

Workflow Clarity

A clear five-step sequenced workflow with a tracking checklist is present, but running Apify scrapers is a batch data-extraction operation with no explicit validation/verification checkpoint in the sequence, which caps workflow clarity at 3 per the rubric.

3 / 5

Progressive Disclosure

Well-organized into clear sections (When to Use, Workflow steps, Error Handling, Limitations) with a single appropriately-signaled script reference; no bundle files are present to verify, but structure is sound with only minor organization gaps.

4 / 5

Total

15

/

20

Passed

Description

66%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 and third-person with good trigger keywords and a distinct platform-scoped niche, but it omits any explicit 'Use when' trigger guidance, which caps its completeness. Adding a usage trigger clause would meaningfully raise the score.

Suggestions

Append an explicit trigger clause, e.g. 'Use when the user needs market sizing, regional demand, pricing, or consumer-behavior data from Google Maps, Facebook, Instagram, Booking.com, or TripAdvisor.'

Add natural synonyms users say ('market research', 'competitor analysis', 'demand analysis') to broaden trigger-term coverage.

Vary action verbs beyond a single 'Analyze' (e.g., 'Extract', 'Compare', 'Validate') to enumerate distinct concrete capabilities.

DimensionReasoningScore

Specificity

Names five concrete analysis areas (market conditions, geographic opportunities, pricing, consumer behavior, product validation) across five named platforms, but the single verb 'Analyze' applied to many objects leaves minor coverage gaps versus fully enumerated distinct actions.

4 / 5

Completeness

Provides a clear 'what' (analyze market conditions and opportunities across listed platforms) but has no 'Use when...' clause or equivalent explicit trigger guidance, which caps completeness at 3 per the rubric.

3 / 5

Trigger Term Quality

Strong natural keywords users would say ('market conditions', 'pricing', 'consumer behavior') plus platform names, but missing common synonyms like 'market research', 'competitor analysis', or 'demand analysis'.

4 / 5

Distinctiveness Conflict Risk

The specific platform list (Google Maps, Facebook, Instagram, Booking.com, TripAdvisor) gives it a clear niche with mostly distinct triggers, with only minor overlap risk against generic research skills.

4 / 5

Total

15

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
sickn33/agentic-awesome-skills
Reviewed

Table of Contents

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