Tilelang Review
tile-ai/tilelang-ascend
检查代码格式是否符合 CI 规则。自动检测并安装缺失工具(ruff、clang-format),先运行检查生成报告,使用醒目方式询问用户后,仅在用户同意时执行修复。工作流程:检测环境→自动安装缺失工具→运行检查→生成报告→醒目询问→用户确认→执行修复。使用此技能当:用户要求"格式检查"、"格式化代码"、"代码格式化"、"检查代码格式"、"代码…
Implement an approved plan doc step-by-step in application or systems codebases, including Node/TS, Python, and C/C++ repos (build/lint/test per step, atomic commits, progress log hygiene).
$ npx skills add besimple-oss/broccoli --skill implement-from-plan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install besimple-oss/broccoli implement-from-plan --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/besimple-oss/broccoli.git skills-src && mkdir -p .claude/skills && cp -r skills-src/prompt-templates/skills/implement-from-plan .claude/skills/implement-from-plan && 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 "implement-from-plan" agent skill from https://github.com/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-plan into .claude/skills/implement-from-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-from-plan", 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/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-planType 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 besimple-oss/broccoli --skill implement-from-plan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install besimple-oss/broccoli implement-from-plan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/besimple-oss/broccoli.git skills-src && mkdir -p .agents/skills && cp -r skills-src/prompt-templates/skills/implement-from-plan .agents/skills/implement-from-plan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "implement-from-plan" agent skill from https://github.com/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-plan into .agents/skills/implement-from-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-from-plan", 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 besimple-oss/broccoli --skill implement-from-plan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install besimple-oss/broccoli implement-from-plan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/besimple-oss/broccoli.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/prompt-templates/skills/implement-from-plan .cursor/skills/implement-from-plan && 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 "implement-from-plan" agent skill from https://github.com/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-plan into .cursor/skills/implement-from-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-from-plan", 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/besimple-oss/broccoli.git --path prompt-templates/skills/implement-from-plan--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 besimple-oss/broccoli --skill implement-from-plan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install besimple-oss/broccoli implement-from-plan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/besimple-oss/broccoli.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/prompt-templates/skills/implement-from-plan .gemini/skills/implement-from-plan && 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 "implement-from-plan" agent skill from https://github.com/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-plan into .gemini/skills/implement-from-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-from-plan", 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 besimple-oss/broccoli implement-from-planInstalls 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 besimple-oss/broccoli --skill implement-from-plan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/besimple-oss/broccoli.git skills-src && mkdir -p .github/skills && cp -r skills-src/prompt-templates/skills/implement-from-plan .github/skills/implement-from-plan && 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 "implement-from-plan" agent skill from https://github.com/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-plan into .github/skills/implement-from-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-from-plan", 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 besimple-oss/broccoli --skill implement-from-plan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install besimple-oss/broccoli implement-from-plan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/besimple-oss/broccoli.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/prompt-templates/skills/implement-from-plan .opencode/skills/implement-from-plan && 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 "implement-from-plan" agent skill from https://github.com/besimple-oss/broccoli/tree/main/prompt-templates/skills/implement-from-plan into .opencode/skills/implement-from-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-from-plan", 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.
implement-from-planImplement an approved plan doc step-by-step in application or systems codebases, including Node/TS, Python, and C/C++ repos (build/lint/test per step, atomic commits, progress log hygiene).
Implement From Plan is an agent skill from besimple-oss/broccoli. Implement an approved plan doc step-by-step in application or systems codebases, including Node/TS, Python, and C/C++ repos (build/lint/test per step, atomic commits, progress log hygiene). Use when you have a plan/.md and want to execute it.
Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/prompts/step-auto-mixed.md`).
It sits in Development, covering Linting and formatting. It works with C++, Python and Git. The repository describes itself as: Broccoli turns Linear tickets into shipped PRs — powered by Claude and Codex, running on your own Google Cloud or Blaxel containers. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6cad3b9. 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.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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.
Implement From Plan loads about 406 tokens when it runs, and up to ~2.2k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 175 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 besimple-oss/broccoli at commit 6cad3b9, republished under its MIT licence (© besimple-oss). 175 words, ~406 tokens.
.claude/skills/implement-from-plan/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Input: a plan doc path (for example: plan/my-feature.md).
git rev-parse --show-topleveltest -f <plan-doc-path>git status --porcelain is emptycodex-progress.log is gitignored and not tracked:codex-progress.log to .gitignore if missing.git rm --cached codex-progress.log (keep the file locally).BASE_SHA=$(git rev-parse HEAD)gpt-5.4 unless the caller explicitly overrides the model.references/prompts/step-auto-mixed.md and follow it using the plan doc path.CMakeLists.txt, compile_commands.json, meson.build, BUILD/WORKSPACE, Makefile, and repo docs. Reuse the canonical configure/build/test/lint commands for each later step instead of rediscovering them.© besimple-oss, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in prompt-templates/skills/implement-from-plan of besimple-oss/broccoli.
Open the folder on GitHubat commit 6cad3b9
Implement From Plan 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 |
|---|---|---|---|---|---|---|
| Implement From Plan this skillbesimple-oss/broccoli | 286 | — | ~406 | Automated safety check: Pass | MIT | |
| Tilelang Reviewtile-ai/tilelang-ascend | 400 | — | ~2.8k | Automated safety check: Notes | MIT | |
| Precheckayutaz/piper-plus | 220 | — | ~647 | Automated safety check: Pass | MIT | |
| Saleor Commit Workflowsaleor/saleor | 23k | — | ~575 | Automated safety check: Pass | BSD-3-Clause | |
| pybind11 Release Preparationpybind/pybind11 | 18k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Qt Cpp ReviewSerial-Studio/Serial-Studio | 7.2k | — | ~4.3k | Automated safety check: Pass | Custom licence |
tile-ai/tilelang-ascend
检查代码格式是否符合 CI 规则。自动检测并安装缺失工具(ruff、clang-format),先运行检查生成报告,使用醒目方式询问用户后,仅在用户同意时执行修复。工作流程:检测环境→自动安装缺失工具→运行检查→生成报告→醒目询问→用户确认→执行修复。使用此技能当:用户要求"格式检查"、"格式化代码"、"代码格式化"、"检查代码格式"、"代码…
ayutaz/piper-plus
PR 作成前の lint + format + test 一括実行。引数で scope (python/rust/cs/go/js/cpp/all) を指定可能。未指定なら git diff から自動判定。
saleor/saleor
Commits changes in the Saleor codebase and works through pre-commit hook failures from ruff, mypy, the GraphQL schema check and the migrations check.
pybind/pybind11
Opens the pybind11 release-preparation pull request: picking the release base, bumping the version in common.h and integrating the changelog, following docs/release.rst.
Serial-Studio/Serial-Studio
Qt6/C++ deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio.
pybind/pybind11
Walks a maintainer through publishing a pybind11 release after the preparation PR merges, with preflight checks, confirmations before each push and a GitHub release.
besimple-oss/broccoli
Deploy this repository to a new Google Cloud project using the repo's existing Cloud Run, Cloud Run Jobs, Cloud SQL, Secret Manager, and Artifact Registry scripts.
besimple-oss/broccoli
Critique and revise an existing plan doc up to 3 iterations, using accept/reject triage and stopping early when no important feedback remains.
besimple-oss/broccoli
Do bounded research (official docs first) and produce a high-level implementation sketch in sketch/<generated-name.md.
besimple-oss/broccoli
Write a detailed, self-contained implementation plan to a new Markdown file under plan/.
besimple-oss/broccoli
Run Claude's built-in /simplify skill on BASESHA..HEAD, validate checks, and commit.
besimple-oss/broccoli
Iterative review+fix loop for BASESHA..HEAD: generate findings, apply accepted fixes, run checks, commit, and re-review up to 3 iterations or until clean.
Categories
Implement an approved plan doc step-by-step in application or systems codebases, including Node/TS, Python, and C/C++ repos (build/lint/test per step, atomic commits, progress log hygiene). Implement From Plan is an agent skill from besimple-oss/broccoli. Implement an approved plan doc step-by-step in application or systems codebases, including Node/TS, Python, and C/C++ repos (build/lint/test per step, atomic commits, progress log hygiene).
Implement From Plan fits situations like: you have a plan/.md and want to execute it; tasks that involve Linting and formatting.
Run `npx skills add besimple-oss/broccoli --skill implement-from-plan -a claude-code`. Or copy the skill folder (prompt-templates/skills/implement-from-plan in besimple-oss/broccoli) into .claude/skills/implement-from-plan in your project. Claude Code loads it when a task matches its description.
Run `npx skills add besimple-oss/broccoli --skill implement-from-plan -a codex`. Or copy the skill folder (prompt-templates/skills/implement-from-plan in besimple-oss/broccoli) into .agents/skills/implement-from-plan 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 besimple-oss/broccoli --skill implement-from-plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implement-from-plan, .gemini/skills/implement-from-plan, .github/skills/implement-from-plan and .opencode/skills/implement-from-plan in your project.
Going by SKILL.md and its folder, Implement From Plan needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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.
Implement From Plan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 406 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.8k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Implement From Plan: Tilelang Review (tile-ai/tilelang-ascend, 400 stars), Precheck (ayutaz/piper-plus, 220 stars), Saleor Commit Workflow (saleor/saleor, 23k stars) and pybind11 Release Preparation (pybind/pybind11, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
besimple-oss (a GitHub organization) maintains it in besimple-oss/broccoli, which has 286 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on April 26, 2026.
Source: besimple-oss/broccoli on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.