Install
$ agentstack add skill-gentleman-programming-gentle-ai-skill-creator ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Activation Contract
Create a skill when:
- A pattern is used repeatedly and AI needs guidance
- Project-specific conventions differ from generic best practices
- Complex workflows need step-by-step instructions
- Decision trees help AI choose the right approach
Do not create a skill when the pattern is trivial, one-off, or better served by normal documentation.
Hard Rules
- When working in this repo, first follow
docs/skill-style-guide.mdas the normative source before creating or updating skills. - For installed global skills, use
references/skill-style-guide.mdas the bundled local copy of that guide whendocs/skill-style-guide.mdis unavailable. - If neither guide is available, use the compact inline rules below.
- A skill is a runtime instruction contract for an LLM, not human documentation.
- Do not add a
Keywordssection; preserve essential trigger words indescription. - References must point to local files.
- Keep the skill body concise: target 180–450 tokens, recommended max 700, hard max 1000.
Decision Gates
| Need | Action | |------|--------| | Code templates, schemas, fixtures, generated examples | Put them in assets/ | | Conceptual detail, edge cases, existing docs | Put local links in references/ | | Long explanation in SKILL.md | Move it to a supporting file | | Multiple meaningful paths | Add a compact decision table |
Execution Steps
- Check whether
docs/skill-style-guide.mdexists; if it does, apply it before the bundled local copy or inline fallback rules. - If the repo guide is unavailable, read
references/skill-style-guide.mdand apply it before the inline fallback rules. - Confirm the skill does not already exist and the pattern is reusable.
- Create or update
skills/{skill-name}/SKILL.mdusing this required structure:
skills/{skill-name}/
├── SKILL.md # Required - main skill file
├── assets/ # Optional - templates, schemas, examples
│ ├── template.py
│ └── schema.json
└── references/ # Optional - links to local docs
└── docs.md # Points to docs/developer-guide/*.mdx
- Use this frontmatter shape:
---
name: {skill-name}
description: "Trigger: {essential trigger words users or agents will say}. {What this skill does}."
license: Apache-2.0
metadata:
author: "{your-github-username}"
version: "1.0"
---
- Write sections in this order: Activation Contract, Hard Rules, Decision Gates, Execution Steps, Output Contract, References.
- Register the skill in
AGENTS.mdwhen it is a project skill.
Inline Fallback Rules
descriptionMUST be one physical line, quoted, YAML-safe, and include essential trigger words first.descriptionSHOULD be
Create Jira tasks in the team format. Trigger: Jira task, ticket, issue, or task creation. Keywords: jira, task
## Output Contract
Return:
- Files created or modified.
- Whether the repo style guide or inline fallback rules were used.
- Any AGENTS.md registration change.
- Any supporting files added under `assets/` or `references/`.
## References
- `docs/skill-style-guide.md` — normative LLM-first skill style guide for this repo.
- `references/skill-style-guide.md` — bundled local copy for installed global skills when the repo doc is unavailable.
## Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- **Author:** [Gentleman-Programming](https://github.com/Gentleman-Programming)
- **Source:** [Gentleman-Programming/gentle-ai](https://github.com/Gentleman-Programming/gentle-ai)
- **License:** MIT
- **Homepage:** https://gentle-ai.gentlemanprogramming.com/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.