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Technical Diagnostics Toolkit Skill · gtmagents | DecimalAI

marketingby gtmagents

Technical Diagnostics Toolkit Skill

gtmagents/diagnostics

Source gtmagents/gtm-agents ↗License Apache-2.0

Use for structured technical SEO audits, incident response, and validation.

SkillScore64Maintained

Automatic

Marketing & Content pack

Last verified 8/23/2026

What it changes

Passed 14 of 22 test cases with the skill, and 11 of 22 without it.

Without skill50%

With skill64%

Checks it passed that the model alone missed

Provides refactored code or code-level explanations
Provides a validation log capturing pre and post change metrics
Requires specifying risk level for proposed remediation options

and 6 more in the full report

6 fixed8 passed either way5 still failing3 broke

Pass-rate lift: +14 pp
Tokens: +5%
Agent turns: 0%
Response time: -6%

Model gemini-3.6-flashMeasured 8/23/2026v114 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gtmagents-diagnostics/SKILL.md https://app.decimal.ai/s/gtmagents-diagnostics/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-diagnostics, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gtmagents-diagnostics/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-diagnostics

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gtmagents-diagnostics/SKILL.md https://app.decimal.ai/s/gtmagents-diagnostics/SKILL.md

Raw file: /s/gtmagents-diagnostics/SKILL.md ↗ · machine-readable summary at /s/gtmagents-diagnostics.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

Our engineering team found a JavaScript memory leak in our client-side React component rendering logic. Can you re-write this React component code to fix the memory leak?

What was checked, without and with the skill
Checked	Without skill	With skill
Focuses directly on JavaScript code optimization and memory management rather than search diagnostic frameworks	Passed	Passed
Provides refactored code or code-level explanations	Missed	Passed

case-04 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

Technical Diagnostics Toolkit Skill

When to Use

Investigating crawl/index anomalies, traffic drops, or Core Web Vitals regressions.
Running scheduled audits ahead of major launches or migrations.
Validating fixes before/after engineering deployments.

Framework

Signal Triangulation – combine Search Console, log files, crawler output, and analytics deltas.
Replication Scripts – document steps to reproduce issues (user agents, locales, device types).
Root Cause Hypotheses – map symptoms to likely causes (render blocking, redirects, robots, schema errors).
Fix Design – outline remediation options, risk level, dependencies, and testing approach.
Validation & Monitoring – specify metrics and alerts to confirm resolution.

Templates

Diagnostics worksheet (symptom, evidence, hypothesis, owner, next action).
Crawl + render checklist per environment.
Validation log capturing metrics pre/post change.

Tips

Keep historical baselines to quickly detect regressions.
Pair with engineering release notes to correlate incidents.
Automate recurring crawls and lighthouse runs to catch issues early.

Track record

Benchmark

14 / 22

test cases passed, vs 11 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gtmagents / gtm-agents

plugins/seo-workflow-orchestration/skills/diagnostics/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gtmagents/technical-seoUse when diagnosing crawl/index issues, performance regressions, or structured data gaps.Close match+36 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Technical Diagnostics Toolkit Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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