Conciseness

The body is largely lean — exact tool names, commands, and URLs with no explanation of concepts Claude already knows. Minor trimmable padding remains, e.g. the promotional 'supports 150+ countries' sentence and 'so you can manage your entire job hunt from your AI coding assistant', placing it at the 'efficient; minor instances of over-explanation' anchor.

Actionability

Setup gives a copy-paste-ready command ('claude mcp add jobgpt -t http -u https://mcp.6figr.com/mcp --header ...') and every example names the exact MCP tools to call in sequence. It stops short of showing parameters or call payloads for the tools, leaving minor gaps that keep it below the fully-executable anchor.

Workflow Clarity

Multi-step flows are clearly sequenced — the auto-apply example runs resume check -> match_jobs -> add_job_to_applications -> apply_to_job -> get_application_stats, with pre-flight checkpoints ('Check credits first', 'get_profile first') and a troubleshooting table for error recovery. A minor gap: no explicit post-apply verification/retry loop for the batch auto-apply operation, so it sits at 'clear sequence with most checkpoints present'.

Progressive Disclosure

The single file is well organized into Overview, When to Use, Setup, Examples, Best Practices, Troubleshooting, and Resources with clear section navigation and no nested references. At ~92 lines it exceeds the short-skill threshold, and the 34-tool catalog could justify a reference file, so it earns 'good structure; minor organization gaps' rather than a top score.

Specificity

The description enumerates six concrete capabilities — 'Job search automation, auto apply, resume generation, application tracking, salary intelligence, and recruiter outreach' — matching the anchor for multiple specific concrete actions with comprehensive coverage. Nothing is left to inference about what the skill does.

Completeness

The 'what' is clearly answered by the list of capabilities, but there is no 'Use when...' clause or equivalent explicit trigger guidance; 'using the JobGPT MCP server' describes the mechanism, not when Claude should use it. Per the judging guidelines, a missing 'Use when' clause caps this at 3.

Trigger Term Quality

Natural phrases like 'job search', 'auto apply', 'resume generation', 'salary', and 'recruiter outreach' align well with what users would say. A few common variants (e.g., 'find jobs', 'apply to jobs', 'job hunting', 'compensation') are missing, so it fits the 'good keyword coverage; a few natural terms missing' anchor rather than the fully comprehensive one.

Distinctiveness Conflict Risk

The job-search-automation niche plus the named 'JobGPT MCP server' makes it mostly distinct with only minor overlap risk against generic resume-writing or application-tracking skills. It is not a fully isolated niche since resume generation and application tracking are common standalone skills.