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serpdog

Serpdog integration. Manage Keywords, Websites, Competitors, Users, Projects. Use when the user wants to interact with Serpdog data.

61

Quality

73%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/serpdog/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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.

An actionable, well-structured CLI integration guide with concrete commands and a good connection-state feedback loop. The main weaknesses are redundancy between the two action-discovery sections, broken step numbering, and a slightly padded intro.

Suggestions

Merge the 'Searching for actions' and 'Popular actions' sections into one to remove the duplicated action-list command and reduce tokens.

Fix the step numbering (label 'Step 1' / 'Step 2' consistently instead of jumping to '1b' and an unlabeled 'Step 2').

Trim the opening paragraph explaining what Serpdog is, since Claude can infer the purpose from the API name and action list.

DimensionReasoningScore

Conciseness

Mostly efficient with concrete commands, but includes redundant content (the action-list command appears in both 'Searching for actions' and 'Popular actions' with slightly different forms) and an intro paragraph explaining what Serpdog is that Claude could largely infer.

3 / 5

Actionability

Provides copy-paste ready commands across install, auth, connect, search, run, and proxy flows with a flags table, but relies on unresolved placeholders (CONNECTION_ID, actionId, QUERY) and lacks a concrete end-to-end worked example.

4 / 5

Workflow Clarity

Clear sequence with an explicit feedback loop for connection state (poll until READY, handle CLIENT_ACTION_REQUIRED / error states, re-poll), but step numbering is broken ('1b' with no 1a, 'skip to Step 2' with no labeled Step 2) and no checklist ties the flow together.

4 / 5

Progressive Disclosure

No bundle files exist and the single-file guide is organized into clear sections (Install, Authentication, Connecting, Searching, Popular actions, Best practices) with minor organization gaps (overlapping action-list sections, unlabeled steps).

4 / 5

Total

15

/

20

Passed

Description

78%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 solid description that names the domain, lists several concrete capability areas, and includes an explicit 'Use when' trigger. It stops short of the top anchor because the trigger clause is generic and the verbs are uniform rather than operation-specific.

Suggestions

Replace the uniform 'Manage' with concrete operations (e.g., 'track keyword rankings, analyze SERPs, monitor competitors') to lift specificity.

Expand the 'Use when' clause with concrete trigger phrases users would actually say (e.g., 'when the user mentions keyword rankings, SERPs, or competitor analysis').

Add common synonyms (rankings, SERPs, SEO) to improve trigger-term coverage.

DimensionReasoningScore

Specificity

Names the domain (Serpdog) and lists several concrete action targets ('Manage Keywords, Websites, Competitors, Users, Projects'), but the repeated generic verb 'Manage' is less concrete than distinct operations, leaving minor coverage gaps.

4 / 5

Completeness

Both 'what' ('Manage Keywords, Websites, Competitors, Users, Projects') and 'when' ('Use when the user wants to interact with Serpdog data') are present, but the 'when' clause is generic rather than listing concrete trigger phrases.

4 / 5

Trigger Term Quality

Includes good keyword coverage (Keywords, Websites, Competitors, Users, Projects) a user would naturally say, but lacks common synonyms or extensions (rankings, SERPs, SEO) for comprehensive coverage.

4 / 5

Distinctiveness Conflict Risk

Naming a specific external API (Serpdog) with a Serpdog-scoped trigger creates a clear niche with minimal conflict risk against other skills.

5 / 5

Total

17

/

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
membranedev/application-skills
Reviewed

Table of Contents

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