Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Record a /sim WORLD scenario — the living room, the playroom tidy loop, a soccer pitch, any scenario JSON — to an mp4, a captioned contact sheet and an events log, headless and under a seed, then…
$ npx skills add jonathanhawkins/microduck-lab --skill record-world -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jonathanhawkins/microduck-lab record-world --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/jonathanhawkins/microduck-lab.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/record-world .claude/skills/record-world && 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 "record-world" agent skill from https://github.com/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-world into .claude/skills/record-world/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "record-world", 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/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-worldType 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 jonathanhawkins/microduck-lab --skill record-world -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jonathanhawkins/microduck-lab record-world --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jonathanhawkins/microduck-lab.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/record-world .agents/skills/record-world && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "record-world" agent skill from https://github.com/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-world into .agents/skills/record-world/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "record-world", 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 jonathanhawkins/microduck-lab --skill record-world -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jonathanhawkins/microduck-lab record-world --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jonathanhawkins/microduck-lab.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/record-world .cursor/skills/record-world && 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 "record-world" agent skill from https://github.com/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-world into .cursor/skills/record-world/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "record-world", 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/jonathanhawkins/microduck-lab.git --path .claude/skills/record-world--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 jonathanhawkins/microduck-lab --skill record-world -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jonathanhawkins/microduck-lab record-world --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jonathanhawkins/microduck-lab.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/record-world .gemini/skills/record-world && 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 "record-world" agent skill from https://github.com/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-world into .gemini/skills/record-world/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "record-world", 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 jonathanhawkins/microduck-lab record-worldInstalls 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 jonathanhawkins/microduck-lab --skill record-world -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jonathanhawkins/microduck-lab.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/record-world .github/skills/record-world && 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 "record-world" agent skill from https://github.com/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-world into .github/skills/record-world/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "record-world", 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 jonathanhawkins/microduck-lab --skill record-world -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jonathanhawkins/microduck-lab record-world --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jonathanhawkins/microduck-lab.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/record-world .opencode/skills/record-world && 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 "record-world" agent skill from https://github.com/jonathanhawkins/microduck-lab/tree/main/.claude/skills/record-world into .opencode/skills/record-world/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "record-world", 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.
record-worldRecord a /sim WORLD scenario — the living room, the playroom tidy loop, a soccer pitch, any scenario JSON — to an mp4, a captioned contact sheet and an events log, headless and under a seed, then…
Record World is an agent skill from jonathanhawkins/microduck-lab. Record a /sim WORLD scenario — the living room, the playroom tidy loop, a soccer pitch, any scenario JSON — to an mp4, a captioned contact sheet and an events log, headless and under a seed, then READ the sheet and the log to see what the ducks actually did. This is the debugging eye for the lab's world mode: the same brains, policies, team boards, tether and kickoff rule as duck-lab, minus the socket. Use when a duck falls, stalls, crowds, scores on itself or "does something weird" on the /sim page, when…
Its SKILL.md is about 1.2k 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 Development. The repository describes itself as: Train RL policies for the Pollen Microduck 🦆 on an ordinary Mac, no CUDA GPU, and watch them learn live in the browser. The licence is Apache-2.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit bbf0326. 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:
uvFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use uv, 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.
Record World loads about 1.2k tokens when it runs. Until then it costs about 217 tokens; SKILL.md has 517 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 jonathanhawkins/microduck-lab at commit bbf0326, republished under its Apache-2.0 licence (© jonathanhawkins). 517 words, ~1,169 tokens.
.claude/skills/record-world/SKILL.md (or your agent's skills folder).The lab streams a world to a browser; nobody is watching most of the time and
a bug report is "it looked wrong". This runs the SAME world headlessly
(world_server.WorldState builds it, the loop is world_loop without the
socket), so a scenario is reproduced under a seed and what you record is what
the lab would do.
From microduck_local/:
uv run record-world pitch-2v2 --seconds 30 --out /tmp/rw-pitch # a 2v2 match, whole-floor camera
uv run record-world living-room --seconds 20 --camera follow:d0 --out /tmp/rw-room # follow one duck (wander brain)
uv run record-world playroom --seconds 120 --skip 60 --brain d0=tidy --out /tmp/rw-tidy # tidy loop, minute 2 only
uv run record-world scenarios/my-room.json --seed 3 --tether-ms 250 --out /tmp/rw-mine # a user scenario, over a tetherScenarios: any name GET /scenarios lists (built-ins: empty-floor,
wall-test, living-room, follow-me, playroom, pitch, pitch-2v2,
pitch-3v3) or a .json path. --brain DUCK=KIND (repeatable) swaps a
brain the way the inspector does; kinds are REGISTRY.available() (wander,
tidy, chase, follow, learned:<run>, ...). Runs ~2x real time on a Mac
for a 4-duck pitch, faster for a room.
events.txt — every brain state transition, fall (with the state,
skill, what was held, and where it respawned), pick-up / release, goal and
kickoff, stamped with sim time. This is the whole run in a few hundred
lines and it tells you WHEN to look. A run that is all carry/deliver
turning is not seeing the basket; a chase duck cycling
blocked/chase/lineup every 0.1 s is fighting a teammate.sheet.png — Read it (it is an image). Header: scenario, seed,
per-duck brain and policy, total falls, final score. Per tile: time,
score line (goals a-b ball x,y on a pitch, tidy k/n
in the playroom), then one line per duck:
id role-or-brain/state v<speed> f<falls> x,y, plus a second line
for hold=, skill= and the brain's note when there is one.
A highlighted tile is one in which some duck fell since the previous
tile — go to that second in events.txt.world.mp4 — for the human. Attach it to the PR or SendUserFile it.
Default --stride 5 --fps 10 is real time; --stride 2 --fps 25 for a
slow-motion look at a fall or a grasp.top (default) — the whole floor from near-plan, the pitch's view. Ducks
are small; the captions carry the positions.follow:<duck> — three-quarter camera tracking that duck at ~1.1 m. Use
it for a fall, a grasp, a kick, a wall bump.side / front / three-quarter — fixed at the room centre.--seed and --brain
instead; if the bug does not appear, try a few seeds before saying so.render-rollout (one policy in its training env, with reward
diagnostics) and not scripts/render_pitch.py (a roster from the
battery's side, with the pitch metrics burned in). Use those for those
questions; use this one for "what happens in the room".microduck_local/captures/ as mp4 + gif via POST /captures. Point a
human at that; use this one when you need the numbers.MuJoCo renders offscreen on the Mac's CGL backend with no MUJOCO_GL
set; set MUJOCO_GL=egl only on Linux.
© jonathanhawkins, Apache-2.0. 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 .claude/skills/record-world of jonathanhawkins/microduck-lab.
Open the folder on GitHubat commit bbf0326
Record World 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 |
|---|---|---|---|---|---|---|
| Record World this skilljonathanhawkins/microduck-lab | 132 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
jonathanhawkins/microduck-lab
Render a microduck policy rollout to video AND to a frame contact sheet with per-frame diagnostics burned in, then READ the sheet to see what the policy actually does.
jonathanhawkins/microduck-lab
Debug the playroom tidy loop (Track 12) — trace one run state by state, see every release, landing and fall with context, and re-measure the walker facts the brain's constants rest on.
jonathanhawkins/microduck-lab
Run the CLOSED training loop on a MOSS/duck policy without a human having to ask "is it done yet": launch through the lab, block until the run finishes, print the standard report and the per-term…
jonathanhawkins/microduck-lab
Restart the microduck dev stack — the duck-lab backend (farm, :8788) and the duck-viewer dev server (:63317).
jonathanhawkins/microduck-lab
Look at the /sim world page the way a user would — bring up the lab in world mode and the viewer, open the page in headless Chromium, press keys, screenshot it, and READ the screenshot and console.
jonathanhawkins/microduck-lab
Look at what the ACTIVE teach run is practicing right now: renders the live checkpoint under the trainer's own env knobs (actuator, spawn mix, reward gates — read from the live trainer process) and…
Categories
Record a /sim WORLD scenario — the living room, the playroom tidy loop, a soccer pitch, any scenario JSON — to an mp4, a captioned contact sheet and an events log, headless and under a seed, then…. Record World is an agent skill from jonathanhawkins/microduck-lab. Record a /sim WORLD scenario — the living room, the playroom tidy loop, a soccer pitch, any scenario JSON — to an mp4, a captioned contact sheet and an events log, headless and under a seed, then READ the sheet and the log to see what the ducks actually did.
Record World fits situations like: scores on itself; does something weird on the /sim page; eval-tidy / eval-pitch numbers move and you want to see why; after touching brain/.
Run `npx skills add jonathanhawkins/microduck-lab --skill record-world -a claude-code`. Or copy the skill folder (.claude/skills/record-world in jonathanhawkins/microduck-lab) into .claude/skills/record-world in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jonathanhawkins/microduck-lab --skill record-world -a codex`. Or copy the skill folder (.claude/skills/record-world in jonathanhawkins/microduck-lab) into .agents/skills/record-world 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 jonathanhawkins/microduck-lab --skill record-world -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/record-world, .gemini/skills/record-world, .github/skills/record-world and .opencode/skills/record-world in your project.
Going by SKILL.md and its folder, Record World needs the command-line tools its instructions call (uv).
SKILL.md contains no URLs. Its commands use uv, 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.
Record World is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Record World: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jonathanhawkins (a GitHub user) maintains it in jonathanhawkins/microduck-lab, which has 132 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 1, 2026.
Source: jonathanhawkins/microduck-lab on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.