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2-repro-issue

Reproduce a single LinkedIn-MCP issue locally on the current branch against the real authenticated LinkedIn session at ~/.linkedin-mcp/profile/, using the MCP streamable-http server. Captures the exact failure mode (tool output, error, missing data) and maps it back to the scraper code path. Use when the user says "reproduce

76

Quality

95%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

90%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 tightly written, fully executable runbook with explicit validation checkpoints at each fragile step (port binding, session init, server death) and clear cleanup. The only minor weakness is a handful of sentences that over-explain rationale a competent Claude already infers.

Suggestions

Trim rationale sentences like 'Default port 8000 is commonly taken by other dev servers (workspace-mcp, etc.)' and 'instead of failing late on address already in use' to keep conciseness at the top anchor.

DimensionReasoningScore

Conciseness

Largely lean and assumes competence (e.g. no explanation of what MCP or gh is), but a few phrases over-explain ('Default port 8000 is commonly taken by other dev servers', 'instead of failing late on address already in use') and could be trimmed to fully earn a 5.

4 / 5

Actionability

Provides copy-paste-ready bash for every phase — port probing, server startup with a readiness loop, MCP initialize/notifications/tools/call curl invocations — with real flags and concrete fallback targets, fully executable.

5 / 5

Workflow Clarity

A clearly sequenced 7-phase pipeline with explicit validation checkpoints (workspace-clean check, server-bind readiness loop, session-id presence check, death-detection during startup) and error-recovery feedback (tail the log and exit), satisfying the highest anchor.

5 / 5

Progressive Disclosure

No bundle files exist (references/, scripts/, assets/ absent) and the body is a single, well-organized overview with no nested references; per the simple-skill guidance a well-organized single file with no need for external references scores 5.

5 / 5

Total

19

/

20

Passed

Description

100%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 a strong example: it states concrete capabilities, gives exact natural-language triggers, and draws a crisp boundary against a sibling skill. It is third-person throughout and earns top marks across all dimensions.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — reproduce an issue locally, capture the failure mode (tool output, error, missing data), and map it back to the scraper code path — with comprehensive, domain-specific coverage.

5 / 5

Completeness

Explicitly answers both what (reproduce/capture/map an issue against the real session via the MCP server) and when (the 'Use when the user says...' clause with concrete trigger phrases), the 5-anchor pattern.

5 / 5

Trigger Term Quality

Gives natural phrases users would say verbatim ('reproduce #N', 'investigate #N', 'try #N locally', 'verify the bug in #N') plus the pasted-issue-URL case and the specific repo name, covering synonyms and the real trigger surface.

5 / 5

Distinctiveness Conflict Risk

A clear narrow niche — reproducing linkedin-mcp-server issues on the current branch — with repo-scoped triggers and an explicit boundary against /3-verify-pr-fix, giving minimal conflict risk.

5 / 5

Total

20

/

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
stickerdaniel/linkedin-mcp-server
Reviewed

Table of Contents

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