diagnostics
Use for structured technical SEO audits, incident response, and validation.
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Installation for Agentic Skill
View all platforms →skilz install gtmagents/gtm-agents/diagnostics skilz install gtmagents/gtm-agents/diagnostics --agent opencode skilz install gtmagents/gtm-agents/diagnostics --agent codex skilz install gtmagents/gtm-agents/diagnostics --agent gemini
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Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/gtmagents/gtm-agents cp -r gtm-agents/plugins/seo-workflow-orchestration/skills/diagnostics ~/.claude/skills/ Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Repository
- gtm-agents
- Type
- Technical
- Meta-Domain
- web api
- Primary Domain
- api
- Market Score
- 28.6
Agent Skill Grade
D
Score: 65/100
Click to see breakdown
Score Breakdown
Areas to Improve
- Templates are mentioned but not provided as reference files
- Description lacks specific SEO keywords that would trigger skill activation
- Framework is abstract without specific tools, APIs, or commands to execute
Recommendations
- Focus on improving Utility (currently 11/20)
- Address 2 high-severity issues first
- Add trigger phrases to description for discoverability
Graded: 1/24/2026
Developer Feedback
I've been digging through the skill ecosystem and found your diagnostics tool—curious how you're approaching the observability layer here, especially given some of the architectural constraints in the broader system.
Links:
The TL;DR
You're at 65/100, solidly in D territory. This is based on Anthropic's skill best practices. Your strongest pillar is Spec Compliance (12/15)—the frontmatter is clean and valid. Your biggest drag is Utility (11/20)—the framework is solid conceptually, but it lacks the concrete tools, commands, and templates agents actually need to execute.
What's Working Well
- Clean metadata structure — Valid YAML frontmatter with proper naming conventions (diagnostics in hyphen-case). This is foundation stuff done right.
- Real framework logic — The five-step approach (Signal Triangulation → Hypothesis Formation → Validation) maps to actual SEO diagnostic workflows. You're not abstract for abstract's sake.
- Spec-compliant triggers — You've got the "When to Use" section structured correctly, even if the keywords could sharpen up.
The Big One: Missing Reference Files & Templates
Here's what's holding you back the most: You mention templates but don't provide them. The skill says "Diagnostics worksheet (symptom, evidence, hypothesis, owner, next action)" and "Crawl + render checklist per environment," but agents can't actually grab these templates. They're floating in description-land instead of being actionable references.
Why it matters: Without concrete templates, an agent has to improvise the worksheet format. That burns tokens and reduces consistency. Reference files are cheap—they're your leverage for utility.
The fix: Create these three files in a references/ subdirectory:
references/diagnostics-worksheet.md— Actual table with columns: Symptom | Evidence | Hypothesis | Owner | Next Actionreferences/crawl-checklist.md— Environment-specific checklist (staging vs. prod)references/validation-log.md— Pre/post change metrics template
This alone gets you +7 points to ~72/100.
Other Things Worth Fixing
Weak trigger phrases in the description — Currently "structured technical SEO audits, incident response, and validation" is generic. Add specific keywords: "crawl errors, index drops, Core Web Vitals regression, robots.txt, GSC anomalies, Lighthouse scores." This fixes discoverability and gets you +4 points on Ease of Use.
No concrete tool commands — "combine Search Console, log files, crawler output" is abstract. Agents need specifics: "Fetch GSC API data (
searchanalytics.query), parse server logs with regex, run Screaming Frog crawls." Show the how, not just the what. +5 points on Utility.Missing feedback loop patterns — "Validation & Monitoring" mentions metrics but no run→check→fix protocol. Add: "Run baseline crawl → Deploy fix → Wait 24-48h → Re-crawl → Compare indexability % and response time → If regression <5%, mark resolved; else rollback." +4 points on Utility.
Voice inconsistency — Mix of gerunds ("Investigating crawl anomalies...") and imperatives ("Keep historical baselines..."). Pick one. Use imperative throughout: "Investigate crawl anomalies... Maintain historical baselines..." +2 points on Writing Style.
Quick Wins
- Add a table of contents at the top (file is only 31 lines, borderline, but it helps navigation)
- Flesh out the description with SEO-specific keywords for agent triggers
- Move templates to actual reference files agents can load
- Specify tool APIs (GSC, GA4, Screaming Frog) with parameter examples
- Standardize voice to imperative tense
Hit those two high-severity issues (templates + trigger phrases) and you're easily hitting 76/100 (C grade). Add the tool specifics and you'll push toward 80+.
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