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Skill Name · guanyang | DecimalAI

Registry skillby guanyang

Skill Name

guanyang/replace-with-skill-name-using-hyphens

Source guanyang/open-agent-hub ↗License MIT

Use when [describe triggering conditions, symptoms, or specific errors].

SkillScore64Maintained

Automatic

Doc Ops pack

Last verified 8/2/2026

What it changes

Passed 13 of 20 test cases with the skill, and 7 of 20 without it.

Without skill36%

With skill64%

Checks it passed that the model alone missed

Uses imperative style steps for the procedural workflow section
Includes a markdown header for Overview explaining the core principle
Lists direct field removal without metric monitoring as a red flag entry

and 13 more in the full report

7 fixed7 passed either way7 still failing1 broke

Pass-rate lift: +27 pp
Tokens: +2%
Agent turns: 0%
Response time: -12%

Model gemini-3.6-flashMeasured 8/2/2026v114 of 22 cases passed with skill · 20 comparable

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/guanyang-replace-with-skill-name-using-hyphens/SKILL.md https://app.decimal.ai/s/guanyang-replace-with-skill-name-using-hyphens/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add guanyang-replace-with-skill-name-using-hyphens, 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/guanyang-replace-with-skill-name-using-hyphens/ and pins it in .decimal/skills.lock

decimalai skills add guanyang-replace-with-skill-name-using-hyphens

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

curl -fsSL --create-dirs -o .claude/skills/guanyang-replace-with-skill-name-using-hyphens/SKILL.md https://app.decimal.ai/s/guanyang-replace-with-skill-name-using-hyphens/SKILL.md

Raw file: /s/guanyang-replace-with-skill-name-using-hyphens/SKILL.md ↗ · machine-readable summary at /s/guanyang-replace-with-skill-name-using-hyphens.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'm establishing a new operational procedure for resolving memory leaks in Node.js microservices. Can you write a standardized skill definition document for this process so our automated agents know when and how to apply it?

What was checked, without and with the skill
Checked	Without skill	With skill
Outputs a non-empty Markdown documentation document following structural sections	Passed	Passed
Includes a triggers section detailing symptoms, contexts, and explicit conditions when not to use the pattern	Missed	Passed
Includes a quick reference section formatted as a markdown table with operation, command, and notes columns	Missed	Passed

case-03 · gemini-3.6-flash · 8/2/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md53 linessingle file

Skill Name

Overview

[1-2 sentences explaining the core principle. What is the fundamental insight of this skill?]

When to Use (Triggers)

Symptoms: [Errors, behaviors, or patterns that indicate this skill is needed]
Contexts: [Specific scenarios where this pattern applies]

When NOT to Use

[Scenario A] -> Use [other-skill-name] instead.
[Scenario B] -> Does not apply because...

Core Pattern

[Explain the mental model. Use a before/after code block or a small dot flowchart if the decision process is non-obvious.]

// ❌ Anti-pattern / Baseline failure
[Show the common mistake or naive approach]

// ✅ Best practice / Correct implementation
[Show the correct pattern]

Step-by-Step Workflow

[Clear, numbered steps for the agent to follow. Use imperative verbs.]

[Phase 1]: [Action to take]
[Phase 2]: [Action to take]
- Requirement: [Specific constraint]
[Phase 3]: [Action to take]

Quick Reference

[A table for fast lookup of commands, syntax, or common operations.]

Operation / Scenario	Syntax / Command	Notes
[Operation]	`[Command]`	[Note]

Track record

Benchmark

13 / 20

test cases passed, vs 7 / 20 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 — 7/31/2026

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

guanyang / open-agent-hub

template/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Other skills for the same job

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

archive228/my-new-skillOne sentence that describes WHEN to invoke this skill. Write it as a trigger phrase, not a summary — include the words a user would say ("fix bug", "add feature", "review diff"). The agent routes on this field.Close match+50 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

Skill Name

Overview

When to Use (Triggers)

When NOT to Use

Core Pattern

Step-by-Step Workflow

Quick Reference

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills