User Story Writer
deanpeters/Product-Manager-Skills
Writes user stories in Mike Cohn's format with Gherkin acceptance criteria, turning user needs into development-ready work with testable conditions.
Adversarial plan review — structural validation and assumption attack on grill artifacts before implementation begins.
$ npx skills add ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ntorga/agent-starter-kit reviewer-architect-adversarial --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/ntorga/agent-starter-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/reviewer-architect-adversarial .claude/skills/reviewer-architect-adversarial && 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 "reviewer-architect-adversarial" agent skill from https://github.com/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarial into .claude/skills/reviewer-architect-adversarial/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewer-architect-adversarial", 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/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarialType 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 ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ntorga/agent-starter-kit reviewer-architect-adversarial --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ntorga/agent-starter-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/reviewer-architect-adversarial .agents/skills/reviewer-architect-adversarial && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "reviewer-architect-adversarial" agent skill from https://github.com/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarial into .agents/skills/reviewer-architect-adversarial/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewer-architect-adversarial", 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 ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ntorga/agent-starter-kit reviewer-architect-adversarial --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ntorga/agent-starter-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/reviewer-architect-adversarial .cursor/skills/reviewer-architect-adversarial && 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 "reviewer-architect-adversarial" agent skill from https://github.com/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarial into .cursor/skills/reviewer-architect-adversarial/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewer-architect-adversarial", 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/ntorga/agent-starter-kit.git --path skills/reviewer-architect-adversarial--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 ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ntorga/agent-starter-kit reviewer-architect-adversarial --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ntorga/agent-starter-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/reviewer-architect-adversarial .gemini/skills/reviewer-architect-adversarial && 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 "reviewer-architect-adversarial" agent skill from https://github.com/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarial into .gemini/skills/reviewer-architect-adversarial/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewer-architect-adversarial", 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 ntorga/agent-starter-kit reviewer-architect-adversarialInstalls 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 ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ntorga/agent-starter-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/reviewer-architect-adversarial .github/skills/reviewer-architect-adversarial && 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 "reviewer-architect-adversarial" agent skill from https://github.com/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarial into .github/skills/reviewer-architect-adversarial/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewer-architect-adversarial", 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 ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ntorga/agent-starter-kit reviewer-architect-adversarial --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ntorga/agent-starter-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/reviewer-architect-adversarial .opencode/skills/reviewer-architect-adversarial && 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 "reviewer-architect-adversarial" agent skill from https://github.com/ntorga/agent-starter-kit/tree/main/skills/reviewer-architect-adversarial into .opencode/skills/reviewer-architect-adversarial/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewer-architect-adversarial", 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.
reviewer-architect-adversarialAdversarial plan review — structural validation and assumption attack on grill artifacts before implementation begins.
Reviewer Architect Adversarial is an agent skill from ntorga/agent-starter-kit. Adversarial plan review — structural validation and assumption attack on grill artifacts before implementation begins.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management. The repository describes itself as: The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) . The licence is MIT.
9 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 851e942. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Reviewer Architect Adversarial loads about 2.6k tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 1,430 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.
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.
The full file from ntorga/agent-starter-kit at commit 851e942, republished under its MIT licence (© ntorga). 1,430 words, ~2,614 tokens.
.claude/skills/reviewer-architect-adversarial/SKILL.md (or your agent's skills folder).A plan that survives adversarial scrutiny saves hours of rework. Code review catches bugs in what was built. This skill catches flaws in what will be built. It validates structural soundness of the grill artifacts (do referenced files and APIs exist? do the epics cover all acceptance criteria? are the epics coherent?) and attacks assumptions (where will this break? what does the plan take for granted?). Surface problems now, when the fix costs a plan revision, not a code rewrite.
Read the artifacts end-to-end. Read tree.md, plan.md, arch.md, and impl.md in .memory/plan/<feature-slug>/. Understand the design tree, acceptance criteria, directory structure, epics, information flows, methods, and tests.
Initialize the progress file. Create .memory/reviews/review-architecture-<timestamp>.md and save it before proceeding:
# Architecture Review Progress
## Status
- Last updated: <timestamp>
- Overall: In Progress
## Phases
- [ ] 1. Completeness
- [ ] 2. Structural validation
- [ ] 3. Coverage
- [ ] 4. Assumptions
- [ ] 5. Standards
- [ ] 6. Scope
## FindingsDo not proceed until the file exists on disk.
Completeness. Answer each question with yes or no. A "no" is a Blocker. Write findings to the progress file under ## Findings with heading ### Completeness. Mark phase 1 as [x]. Save the file before proceeding.
tree.md:
tree.md exist with a Path: line naming the selected path?tree.md marked [settled]? Any [open] node is a Blocker — the grill terminated early.## Facts carry a found answer? An open fact with no node depending on it is a Warning.plan.md:
plan.md contain a context section (2-3 sentences)?plan.md contain an acceptance criteria section with at least one numbered criterion?plan.md free of implementation mechanism (no file paths, function names, class names)? Technical terms that describe the product's domain are product language, not mechanism. Flag only terms that prescribe how to build, not terms that describe what the product is.plan.md contain zero strikethrough markup, "Revised:" annotations, "no longer" phrasing, or diff-style markers? If any are present: Blocker.arch.md:
arch.md contain a directory structure section?arch.md describe layer separation?arch.md list reference projects when applicable?impl.md:
impl.md contain at least one epic with a name and description?impl.md note parallelizable groups?Structural validation. Build lists from the plan, then verify each item. Write findings to the progress file under ### Structural validation. Mark phase 2 as [x]. Save the file before proceeding.
test -f "path/to/file" && echo "EXISTS" || echo "MISSING". A "MISSING" is a Blocker.test -d "$(dirname "path/to/file")" && echo "EXISTS" || echo "MISSING". A "MISSING" parent directory is a Blocker.grep -r "entity_name" -l (adapt file extensions to the project's languages). Zero results for an entity claimed as existing is a Blocker. Entities marked "to create" are expected to be new. Skip those..context.md files, an architecture skill, or a dedicated architecture file), read it. For each file the plan touches, write which layer it belongs to. For each pair of files in different layers, write the dependency direction. If any dependency points from an inner layer to an outer layer, that is a Blocker.Coverage. Build columns and cross-reference. Write findings to the progress file under ### Coverage. Mark phase 3 as [x]. Save the file before proceeding.
plan.md (numbered, with name).impl.md.Assumptions. Scan the plan for each pattern below. For each match, verify or flag. Write findings to the progress file under ### Assumptions. Mark phase 4 as [x]. Save the file before proceeding.
Standards. Read every rule loaded in the <rules> block. For each plan section that specifies an implementation approach (library choice, pattern, query style, error handling strategy, naming convention), verify the approach does not contradict any loaded rule. A contradiction is a Blocker. Write findings to the progress file under ### Standards. Mark phase 5 as [x]. Save the file before proceeding.
Scope. Compare the original request against the plan, line by line. Write findings to the progress file under ### Scope. Mark phase 6 as [x]. Save the file before proceeding.
Assemble findings. Read the progress file. For each finding, verify the severity:
Format each finding as:
- [<section>: <check name>] Expected: <what the plan claims or requires>. Found: <what verification revealed>. Fix: <concrete action for the Architect>.Group findings under ### Blockers, ### Warnings, and ### Notes headings. Set Overall status to Complete. Deliver using the handoff format (follows: skills/reviewer-handoff/SKILL.md).
© ntorga, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/reviewer-architect-adversarial of ntorga/agent-starter-kit.
Open the folder on GitHubat commit 851e942
Reviewer Architect Adversarial 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 |
|---|---|---|---|---|---|---|
| Reviewer Architect Adversarial this skillntorga/agent-starter-kit | 146 | — | ~2.6k | Automated safety check: Pass | MIT | |
| User Story Writerdeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~2.9k | Automated safety check: Pass | Custom licence | |
| Game Changing FeaturesopenstatusHQ/data-table-filters | 2.3k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | |
| CCPM Project Managementautomazeio/ccpm | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Convex Create Componentspokvulcan/poker-planning | 114 | 8 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Self Improving Agentfarm-fe/farm | 5.6k | 2 repos | ~3.3k | Automated safety check: Notes | MIT |
deanpeters/Product-Manager-Skills
Writes user stories in Mike Cohn's format with Gherkin acceptance criteria, turning user needs into development-ready work with testable conditions.
openstatusHQ/data-table-filters
Find 10x product opportunities and high-leverage improvements.
automazeio/ccpm
Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.
spokvulcan/poker-planning
Builds reusable Convex components with isolated tables and app-facing APIs.
farm-fe/farm
A universal self-improving agent that learns from ALL skill experiences.
garrytan/gstack
Builds a weekly engineering retrospective from git history: commit counts, per-person contributions, work patterns and code quality numbers over a chosen window.
ntorga/agent-starter-kit
Deterministic self-evaluation rubric for decision escalations — scored every run using the FRAME framework.
ntorga/agent-starter-kit
Long-term and session memory across sessions. An agent skill from ntorga/agent-starter-kit.
ntorga/agent-starter-kit
Builds the design tree for the grill — decisions mapped as nodes with dependencies, recommendations, and impact, pruned by path.
ntorga/agent-starter-kit
Grounds the grill's settled decisions in the codebase — annotates impl.md with file paths, signatures, reference files, test specs, and LOC; re-grounds the next epic after each landing.
ntorga/agent-starter-kit
Session startup — gitignore, auto-update, memory, rules, context, CLI config, and greet.
ntorga/agent-starter-kit
Browser inspection and interaction for verifying rendered web UI during development.
Categories
Adversarial plan review — structural validation and assumption attack on grill artifacts before implementation begins. Reviewer Architect Adversarial is an agent skill from ntorga/agent-starter-kit. Adversarial plan review — structural validation and assumption attack on grill artifacts before implementation begins.
Reviewer Architect Adversarial fits situations like: product & Project Management work in your project.
Run `npx skills add ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a claude-code`. Or copy the skill folder (skills/reviewer-architect-adversarial in ntorga/agent-starter-kit) into .claude/skills/reviewer-architect-adversarial in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a codex`. Or copy the skill folder (skills/reviewer-architect-adversarial in ntorga/agent-starter-kit) into .agents/skills/reviewer-architect-adversarial in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ntorga/agent-starter-kit --skill reviewer-architect-adversarial -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reviewer-architect-adversarial, .gemini/skills/reviewer-architect-adversarial, .github/skills/reviewer-architect-adversarial and .opencode/skills/reviewer-architect-adversarial in your project.
SKILL.md names no scripts, command-line tools or credentials: Reviewer Architect Adversarial is instructions for the agent only.
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.
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.
Reviewer Architect Adversarial is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Reviewer Architect Adversarial: User Story Writer (deanpeters/Product-Manager-Skills, 7.2k stars), Game Changing Features (openstatusHQ/data-table-filters, 2.3k stars), CCPM Project Management (automazeio/ccpm, 8.4k stars) and Convex Create Component (spokvulcan/poker-planning, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ntorga (a GitHub user) maintains it in ntorga/agent-starter-kit, which has 146 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 12, 2026.
Source: ntorga/agent-starter-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.