MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Adversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR.
Install Review Story Alignment
$ npx skills add digipulse-engineering/GAAI-framework --skill review-story-alignment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digipulse-engineering/GAAI-framework review-story-alignment --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/discovery/review-story-alignment .claude/skills/review-story-alignment && 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 "review-story-alignment" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/discovery/review-story-alignment into .claude/skills/review-story-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-story-alignment", 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/discovery/review-story-alignmentType 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 review-story-alignment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digipulse-engineering/GAAI-framework review-story-alignment --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/discovery/review-story-alignment .agents/skills/review-story-alignment && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-story-alignment" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/discovery/review-story-alignment into .agents/skills/review-story-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-story-alignment", 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 review-story-alignment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digipulse-engineering/GAAI-framework review-story-alignment --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/discovery/review-story-alignment .cursor/skills/review-story-alignment && 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 "review-story-alignment" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/discovery/review-story-alignment into .cursor/skills/review-story-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-story-alignment", 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/discovery/review-story-alignment--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 review-story-alignment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digipulse-engineering/GAAI-framework review-story-alignment --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/discovery/review-story-alignment .gemini/skills/review-story-alignment && 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 "review-story-alignment" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/discovery/review-story-alignment into .gemini/skills/review-story-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-story-alignment", 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 review-story-alignmentInstalls 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 review-story-alignment -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/discovery/review-story-alignment .github/skills/review-story-alignment && 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 "review-story-alignment" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/discovery/review-story-alignment into .github/skills/review-story-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-story-alignment", 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 review-story-alignment -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 review-story-alignment --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/discovery/review-story-alignment .opencode/skills/review-story-alignment && 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 "review-story-alignment" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/discovery/review-story-alignment into .opencode/skills/review-story-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-story-alignment", 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
review-story-alignment- GitHub stars
- 163
- Token cost
- ~2.9k tokens
- SKILL.md length
- 1,182 words
- Files
- 1
- Skills in repo
- 51
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Adversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR.
- Works in 4 steps: Load Review Context → Per-Story Alignment Check (3 passes) → Produce Verdict → …
- After generate-stories
- SKILL.md covers Purpose, When to Activate, Architecture — Isolated Reviewer and Process, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Review Story Alignment is an agent skill from digipulse-engineering/GAAI-framework. Adversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR. Detects contradictions, omissions, and intent drift BEFORE stories reach Delivery. Produces a structured verdict (PASS/FAIL) with specific findings per story. Triggers after generate-stories, before backlog registration as refined.
Its SKILL.md is about 2.9k 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 Agent Workflows. 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
- After generate-stories
- Before backlog registration as refined
Example prompts
- “/review-story-alignment”
Requirements
- Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Load Review Context
- Per-Story Alignment Check (3 passes)
- Produce Verdict
- Aggregate Verdict
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
Review Story Alignment loads about 2.9k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 1,182 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 1,182 words (~2,887 tokens).
“Stories generated by Discovery may contradict, omit, or drift from what was discussed during the human ↔ agent conversation. This skill acts as an adversarial reviewer — a separate agent that checks stories against the Discovery Session Brief BEFORE they…”
- name
- review-story-alignment
- compatibility
- Works with any filesystem-based AI coding agent
- license
- ELv2
- metadata.author
- gaai-framework
- metadata.version
- 1.0
- metadata.category
- discovery
- metadata.track
- discovery
- metadata.id
- SKILL-RSA-001
- metadata.updated_at
- 2026-03-22
- metadata.status
- stable
- metadata.tags
- review, alignment, session-brief, quality-gate, adversarial, discovery
- inputs
- Discovery Session Brief (compiled by Discovery Agent — 7 categories: Decisions, Observations, Hypotheses, Trade-offs, Scope Boundaries, Constraints…
Files
Just SKILL.md in .gaai/core/skills/discovery/review-story-alignment of digipulse-engineering/GAAI-framework.
Open the folder on GitHubat commit a26ea7a
Compare with similar skills
Review Story Alignment 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 |
|---|---|---|---|---|---|---|
| Review Story Alignment this skilldigipulse-engineering/GAAI-framework | 163 | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 10 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 796 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 |
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Using Superpowers
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A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Executing Plans Inline
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
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Create new skills, modify and improve existing skills, and measure skill performance.
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Claude Code Agent Development
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Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
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Related
Categories
Questions about Review Story Alignment
What does Review Story Alignment do?
Adversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR. Review Story Alignment is an agent skill from digipulse-engineering/GAAI-framework. Adversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR.
When should I use Review Story Alignment?
Review Story Alignment fits situations like: after generate-stories; before backlog registration as refined.
How do I install Review Story Alignment in Claude Code?
Run `npx skills add digipulse-engineering/GAAI-framework --skill review-story-alignment -a claude-code`. Or copy the skill folder (.gaai/core/skills/discovery/review-story-alignment in digipulse-engineering/GAAI-framework) into .claude/skills/review-story-alignment in your project. Claude Code loads it when a task matches its description.
How do I install Review Story Alignment in Codex?
Run `npx skills add digipulse-engineering/GAAI-framework --skill review-story-alignment -a codex`. Or copy the skill folder (.gaai/core/skills/discovery/review-story-alignment in digipulse-engineering/GAAI-framework) into .agents/skills/review-story-alignment in your project. Codex loads it when a task matches its description.
Can I use Review Story Alignment 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 review-story-alignment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-story-alignment, .gemini/skills/review-story-alignment, .github/skills/review-story-alignment and .opencode/skills/review-story-alignment in your project.
What does Review Story Alignment need to run?
SKILL.md names no scripts, command-line tools or credentials: Review Story Alignment is instructions for the agent only. Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.
Does Review Story Alignment 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 Review Story Alignment 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 Review Story Alignment use?
Review Story Alignment 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 Review Story Alignment use?
About 2.9k tokens (SKILL.md is roughly 12k 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 Review Story Alignment?
Skills that share tags, products or a category with Review Story Alignment: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review Story Alignment?
digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 51 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.