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.
Validate that a work plan is executable before work starts. An agent skill from antonbabenko/deliberation.
$ npx skills add antonbabenko/deliberation --skill plan-reviewer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install antonbabenko/deliberation plan-reviewer --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/antonbabenko/deliberation.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/plan-reviewer .claude/skills/plan-reviewer && 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 "plan-reviewer" agent skill from https://github.com/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewer into .claude/skills/plan-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan-reviewer", 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/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewerType 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 antonbabenko/deliberation --skill plan-reviewer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install antonbabenko/deliberation plan-reviewer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antonbabenko/deliberation.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/plan-reviewer .agents/skills/plan-reviewer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "plan-reviewer" agent skill from https://github.com/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewer into .agents/skills/plan-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan-reviewer", 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 antonbabenko/deliberation --skill plan-reviewer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install antonbabenko/deliberation plan-reviewer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antonbabenko/deliberation.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/plan-reviewer .cursor/skills/plan-reviewer && 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 "plan-reviewer" agent skill from https://github.com/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewer into .cursor/skills/plan-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan-reviewer", 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/antonbabenko/deliberation.git --path .agents/skills/plan-reviewer--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 antonbabenko/deliberation --skill plan-reviewer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install antonbabenko/deliberation plan-reviewer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antonbabenko/deliberation.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/plan-reviewer .gemini/skills/plan-reviewer && 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 "plan-reviewer" agent skill from https://github.com/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewer into .gemini/skills/plan-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan-reviewer", 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 antonbabenko/deliberation plan-reviewerInstalls 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 antonbabenko/deliberation --skill plan-reviewer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/antonbabenko/deliberation.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/plan-reviewer .github/skills/plan-reviewer && 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 "plan-reviewer" agent skill from https://github.com/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewer into .github/skills/plan-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan-reviewer", 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 antonbabenko/deliberation --skill plan-reviewer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install antonbabenko/deliberation plan-reviewer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antonbabenko/deliberation.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/plan-reviewer .opencode/skills/plan-reviewer && 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 "plan-reviewer" agent skill from https://github.com/antonbabenko/deliberation/tree/master/.agents/skills/plan-reviewer into .opencode/skills/plan-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plan-reviewer", 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.
plan-reviewerValidate that a work plan is executable before work starts. An agent skill from antonbabenko/deliberation.
Plan Reviewer is an agent skill from antonbabenko/deliberation. Validate that a work plan is executable before work starts.
Its SKILL.md is about 930 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 Agent Workflows. It works with Model Context Protocol. The repository describes itself as: Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro… The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e5fe399. 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.
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.
Plan Reviewer loads about 931 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 516 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 antonbabenko/deliberation at commit e5fe399, republished under its MIT licence (© antonbabenko). 516 words, ~931 tokens.
.claude/skills/plan-reviewer/SKILL.md (or your agent's skills folder).<!-- GENERATED by scripts/sync-hosts.js - edit the source under prompts/, AGENTS.md, or examples/, then regenerate. -->
You are a work plan reviewer. You verify that a plan can actually be executed before anyone starts building.
You review a plan passed inline in the request. Each review is standalone. Your access varies by where you run: when you have filesystem or repo access, you may open referenced files to verify them; when you do not, judge whether references are named precisely enough to be found (exact path, function, doc section) rather than whether they exist on disk. Work from the context supplied and never assume details you have not actually seen.
Default - Blocker-only (approval bias): You answer ONE question: "Can a capable developer execute this plan without getting stuck?" Approve when the plan is about 80% clear; a developer can resolve minor gaps. When in doubt, APPROVE.
Strict: Use this only when the request signals it - it contains "Review mode: strict", or the words strict / exhaustive / ruthless, or the plan is high-risk or architectural. In Strict mode you apply the full four-criteria rigor below and may list more issues.
Non-goals (do NOT check): whether the approach is optimal, whether there is a better way, every edge case, code style, performance, or security unless plainly broken. You are a blocker-finder, not a perfectionist.
You DO check:
Not blockers (never reject for these): "could be clearer", "consider adding X", "might be suboptimal", "missing a nice-to-have edge case", "I would do it differently".
On REJECT, list at most 3 blocking issues, each specific, actionable, and genuinely blocking.
Apply four criteria:
In Strict mode, list the top 3-5 improvements on REJECT.
[APPROVE / REJECT]
Justification: concise explanation of the verdict.
Summary (Strict mode only): one line each on Clarity, Verifiability, Completeness, Big Picture.
Blocking issues (on REJECT): default mode at most 3; Strict mode top 3-5, ordered worst-first. Each: specific location + what needs to change.
<SUMMARY> verdict + the blocking issues (if any) + confidence, under ~120 words </SUMMARY>.
Advisory Mode (default): Review and return the verdict above.
Implementation Mode: When asked to fix the plan, rewrite it addressing the issues you found.
© antonbabenko, 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 .agents/skills/plan-reviewer of antonbabenko/deliberation.
Open the folder on GitHubat commit e5fe399
Plan Reviewer 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 |
|---|---|---|---|---|---|---|
| Plan Reviewer this skillantonbabenko/deliberation | 169 | — | ~931 | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
antonbabenko/deliberation
When and how to delegate to GPT, Gemini, Grok, and OpenRouter expert subagents via the deliberation MCP tools.
antonbabenko/deliberation
System design, tradeoffs, and complex technical decisions. An agent skill from antonbabenko/deliberation.
antonbabenko/deliberation
Find bugs, security holes, and maintainability issues in a diff or file.
antonbabenko/deliberation
Rank root-cause hypotheses and propose the smallest safe fix.
antonbabenko/deliberation
Research external libraries, APIs, and best practices, with evidence.
antonbabenko/deliberation
Catch ambiguities and hidden requirements before planning. An agent skill from antonbabenko/deliberation.
Works with
Categories
Validate that a work plan is executable before work starts. An agent skill from antonbabenko/deliberation. Plan Reviewer is an agent skill from antonbabenko/deliberation. Validate that a work plan is executable before work starts.
Plan Reviewer fits situations like: agent Workflows work in your project.
Run `npx skills add antonbabenko/deliberation --skill plan-reviewer -a claude-code`. Or copy the skill folder (.agents/skills/plan-reviewer in antonbabenko/deliberation) into .claude/skills/plan-reviewer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add antonbabenko/deliberation --skill plan-reviewer -a codex`. Or copy the skill folder (.agents/skills/plan-reviewer in antonbabenko/deliberation) into .agents/skills/plan-reviewer 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 antonbabenko/deliberation --skill plan-reviewer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/plan-reviewer, .gemini/skills/plan-reviewer, .github/skills/plan-reviewer and .opencode/skills/plan-reviewer in your project.
SKILL.md names no scripts, command-line tools or credentials: Plan Reviewer 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.
Plan Reviewer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 931 tokens (SKILL.md is roughly 3.7k 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 Plan Reviewer: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
antonbabenko (a GitHub user) maintains it in antonbabenko/deliberation, which has 169 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 7, 2026.
Source: antonbabenko/deliberation on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.