Ralph Tui Create Beads
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution. An agent skill from subsy/ralph-tui.
Scan all artefacts (epics, stories, PRDs) for Base Rule. An agent skill from digipulse-engineering/GAAI-framework.
Install Skill Usage Audit
$ npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digipulse-engineering/GAAI-framework skill-usage-audit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.gaai/core/skills/cross/skill-usage-audit .claude/skills/skill-usage-audit && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "skill-usage-audit" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-audit into .claude/skills/skill-usage-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-usage-audit", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-auditType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digipulse-engineering/GAAI-framework skill-usage-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.gaai/core/skills/cross/skill-usage-audit .agents/skills/skill-usage-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-usage-audit" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-audit into .agents/skills/skill-usage-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-usage-audit", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digipulse-engineering/GAAI-framework skill-usage-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.gaai/core/skills/cross/skill-usage-audit .cursor/skills/skill-usage-audit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "skill-usage-audit" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-audit into .cursor/skills/skill-usage-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-usage-audit", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/digipulse-engineering/GAAI-framework.git --path .gaai/core/skills/cross/skill-usage-audit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digipulse-engineering/GAAI-framework skill-usage-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.gaai/core/skills/cross/skill-usage-audit .gemini/skills/skill-usage-audit && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "skill-usage-audit" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-audit into .gemini/skills/skill-usage-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-usage-audit", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install digipulse-engineering/GAAI-framework skill-usage-auditInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.gaai/core/skills/cross/skill-usage-audit .github/skills/skill-usage-audit && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "skill-usage-audit" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-audit into .github/skills/skill-usage-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-usage-audit", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install digipulse-engineering/GAAI-framework skill-usage-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.gaai/core/skills/cross/skill-usage-audit .opencode/skills/skill-usage-audit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "skill-usage-audit" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/skill-usage-audit into .opencode/skills/skill-usage-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-usage-audit", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
skill-usage-audit- GitHub stars
- 163
- Token cost
- ~823 tokens
- SKILL.md length
- 286 words
- Files
- 1
- Skills in repo
- 55
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Scan all artefacts (epics, stories, PRDs) for Base Rule. An agent skill from digipulse-engineering/GAAI-framework.
- Works in 3 steps: Scan all Epic files at… → Scan all Story files at… → Produce audit report with
- Tasks that involve User stories
- SKILL.md covers Purpose / When to Activate, Process, Outputs and Remediation, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Skill Usage Audit is an agent skill from digipulse-engineering/GAAI-framework. Scan all artefacts (epics, stories, PRDs) for Base Rule
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Works with any filesystem-based AI coding agent
It sits in Product & Project Management, covering User stories and PRD writing. The repository describes itself as: Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until…
When your agent uses it
- Tasks that involve User stories
- Tasks that involve PRD writing
Example prompts
- “/skill-usage-audit”
Requirements
- Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Scan all Epic files at contexts/artefacts/epics/*.epic.md (exclude _template.epic.md)
- Scan all Story files at contexts/artefacts/stories/*.story.md (exclude _template.story.md)
- Produce audit report with
What it can do on your machine
Read from SKILL.md and the folder at commit a26ea7a. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Works with any filesystem-based AI coding agent
From compatibility in the SKILL.md frontmatter.
Context cost
Skill Usage Audit loads about 823 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 286 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 286 words (~823 tokens).
- name
- skill-usage-audit
- compatibility
- Works with any filesystem-based AI coding agent
- license
- ELv2
- metadata.author
- gaai-framework
- metadata.version
- 1.0
- metadata.category
- cross
- metadata.track
- governance
- metadata.id
- SKILL-CRS-028
- metadata.updated_at
- 2026-03-21
- metadata.status
- stable
- inputs
- contexts/artefacts/epics/*.epic.md, contexts/artefacts/stories/*.story.md
- outputs
- skill_usage_audit_report (inline)
Files
Just SKILL.md in .gaai/core/skills/cross/skill-usage-audit of digipulse-engineering/GAAI-framework.
Open the folder on GitHubat commit a26ea7a
Compare with similar skills
Skill Usage Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Skill Usage Audit this skilldigipulse-engineering/GAAI-framework | 163 | — | ~823 | Automated safety check: Pass | Custom licence | |
| Ralph Tui Create Beadssubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Ralph Tui Create Beads Rustsubsy/ralph-tui | 2.5k | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Ralph Tui Create JSONsubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| To Prdywwynm/EverythingDone | 144 | 11 repos | ~777 | Automated safety check: Pass | GPL-3.0 | |
| Ralphjulianromli/opencode-template | 144 | 1 repos | ~1.1k | Automated safety check: Pass | None |
Similar skills
Ralph Tui Create Beads Rust
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI).
Ralph Tui Create JSON
subsy/ralph-tui
Convert PRDs to prd.json format for ralph-tui execution. An agent skill from subsy/ralph-tui.
To Prd
ywwynm/EverythingDone
Turn the current conversation context into a PRD and publish it to the project issue tracker.
Ralph
julianromli/opencode-template
Autonomous agent loop for completing features. An agent skill from julianromli/opencode-template.
Use Case Writer
phucnt-bazone-vietnam/use-case-writer
Generate Use Case specifications in English Markdown following the IT BA standard 13-field template (Karl Wiegers / IIBA).
More from digipulse-engineering/GAAI-framework
All 55 skills in this repoEval Run
digipulse-engineering/GAAI-framework
Evaluate any output file against a structured evals.yaml assertions file and produce a score report with per-assertion pass/fail results.
Pattern Transfer
digipulse-engineering/GAAI-framework
Discover structurally similar patterns across domains, assess transfer viability via structural invariant checking, and propose domain adaptations with risk gates.
Skill Optimize
digipulse-engineering/GAAI-framework
Run a structured evaluate-analyze-improve cycle on any GAAI skill to measure quality, detect regressions, and propose targeted improvements.
Abort Safe Handler
digipulse-engineering/GAAI-framework
Orchestrator-level Stage 4 entry gate for /gaai:bootstrap. An agent skill from digipulse-engineering/GAAI-framework.
Create Skill
digipulse-engineering/GAAI-framework
Guide creation of a new GAAI skill following the agentskills.io spec and GAAI best practices.
Discovery High Level Plan
digipulse-engineering/GAAI-framework
Transform vague or high-level human intent into a governed Discovery action plan.
Related
Categories
Questions about Skill Usage Audit
What does Skill Usage Audit do?
Scan all artefacts (epics, stories, PRDs) for Base Rule. An agent skill from digipulse-engineering/GAAI-framework. Skill Usage Audit is an agent skill from digipulse-engineering/GAAI-framework.
When should I use Skill Usage Audit?
Skill Usage Audit fits situations like: tasks that involve User stories; tasks that involve PRD writing.
How do I install Skill Usage Audit in Claude Code?
Run `npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a claude-code`. Or copy the skill folder (.gaai/core/skills/cross/skill-usage-audit in digipulse-engineering/GAAI-framework) into .claude/skills/skill-usage-audit in your project. Claude Code loads it when a task matches its description.
How do I install Skill Usage Audit in Codex?
Run `npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a codex`. Or copy the skill folder (.gaai/core/skills/cross/skill-usage-audit in digipulse-engineering/GAAI-framework) into .agents/skills/skill-usage-audit in your project. Codex loads it when a task matches its description.
Can I use Skill Usage Audit in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add digipulse-engineering/GAAI-framework --skill skill-usage-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-usage-audit, .gemini/skills/skill-usage-audit, .github/skills/skill-usage-audit and .opencode/skills/skill-usage-audit in your project.
What does Skill Usage Audit need to run?
SKILL.md names no scripts, command-line tools or credentials: Skill Usage Audit is instructions for the agent only. Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.
Does Skill Usage Audit access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Skill Usage Audit safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Skill Usage Audit use?
Skill Usage Audit has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Skill Usage Audit use?
About 823 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Skill Usage Audit?
Skills that share tags, products or a category with Skill Usage Audit: Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Ralph Tui Create Beads Rust (subsy/ralph-tui, 2.5k stars), Ralph Tui Create JSON (subsy/ralph-tui, 2.5k stars) and To Prd (ywwynm/EverythingDone, 144 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Skill Usage Audit?
digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on September 29, 2026.
Source: digipulse-engineering/GAAI-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.