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Route to a skill · stevesolun | DecimalAI

agent toolingby stevesolun

Route to a skill

stevesolun/ask-matt

Source stevesolun/ctx ↗License MIT

Recommend the smallest Matt Pocock skill or short skill sequence that fits the user's current goal.

SkillScore45Maintained

Automatic

Personal Assistant pack

Last verified 9/24/2026

What it changes

Passed 10 of 22 test cases with the skill, and 7 of 22 without it.

Without skill32%

With skill45%

Checks it passed that the model alone missed

Identifies the request category as advice.
Omits step-by-step code review instructions.
Recommends a single minimal documentation skill.

and 6 more in the full report

6 fixed4 passed either way9 still failing3 broke

Pass-rate lift: +14 pp
Tokens: -16%
Agent turns: 0%
Response time: -24%

Model gemini-3.6-flashMeasured 9/24/2026v110 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/stevesolun-ask-matt/SKILL.md https://app.decimal.ai/s/stevesolun-ask-matt/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stevesolun-ask-matt, 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/stevesolun-ask-matt/ and pins it in .decimal/skills.lock

decimalai skills add stevesolun-ask-matt

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

curl -fsSL --create-dirs -o .claude/skills/stevesolun-ask-matt/SKILL.md https://app.decimal.ai/s/stevesolun-ask-matt/SKILL.md

Raw file: /s/stevesolun-ask-matt/SKILL.md ↗ · machine-readable summary at /s/stevesolun-ask-matt.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

I found a typo in our user-facing documentation file `README.md`. I want to run our full skill chain: spec analysis, design review, planning, implementation, and QA verification. How should I proceed?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends a single minimal documentation skill.	Missed	Passed
Rejects a multi-stage pipeline for a minor documentation typo fix.	Missed	Passed

case-18 · gemini-3.6-flash · 9/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md14 lines2 files

Route to a skill

Identify the user's immediate outcome, the context already available, and whether they want advice, investigation, planning, implementation, or review.
Recommend the smallest skill that materially helps. Use a sequence only when each handoff adds value; do not force the full idea-to-ship flow.
Explain the recommendation and any important tradeoff in a few sentences. If two choices are genuinely close, present both and recommend one.
Mention setup only when the chosen workflow depends on missing tracker or domain configuration.

Read references/skill-map.md when the choice is not obvious or the user asks to see the available routes.

Track record

Benchmark

10 / 22

test cases passed, vs 7 / 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 v5 — 8/17/2026

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

stevesolun / ctx

.agents/skills/ask-matt/SKILL.md

View on GitHub ↗

License MITImported 8/17/2026Version v1Bundled 1 file

Other skills for the same job

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

Route to a skill

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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