Claude Code Agent Development
anthropics/claude-plugins-official
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.
Execute an ASW plan after asw-plan, with subagents, verification, real-surface QA, continuation state, and cleanup receipts.
$ npx skills add wjgoarxiv/antigravity-swarm --skill asw-start-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-start-work --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/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-start-work .claude/skills/asw-start-work && 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 "asw-start-work" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-work into .claude/skills/asw-start-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-start-work", 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/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-workType 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 wjgoarxiv/antigravity-swarm --skill asw-start-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-start-work --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-start-work .agents/skills/asw-start-work && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "asw-start-work" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-work into .agents/skills/asw-start-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-start-work", 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 wjgoarxiv/antigravity-swarm --skill asw-start-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-start-work --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-start-work .cursor/skills/asw-start-work && 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 "asw-start-work" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-work into .cursor/skills/asw-start-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-start-work", 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/wjgoarxiv/antigravity-swarm.git --path plugins/antigravity-swarm/skills/asw-start-work--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 wjgoarxiv/antigravity-swarm --skill asw-start-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-start-work --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-start-work .gemini/skills/asw-start-work && 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 "asw-start-work" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-work into .gemini/skills/asw-start-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-start-work", 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 wjgoarxiv/antigravity-swarm asw-start-workInstalls 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 wjgoarxiv/antigravity-swarm --skill asw-start-work -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-start-work .github/skills/asw-start-work && 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 "asw-start-work" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-work into .github/skills/asw-start-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-start-work", 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 wjgoarxiv/antigravity-swarm --skill asw-start-work -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-start-work --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-start-work .opencode/skills/asw-start-work && 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 "asw-start-work" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-start-work into .opencode/skills/asw-start-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-start-work", 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.
asw-start-workExecute an ASW plan after asw-plan, with subagents, verification, real-surface QA, continuation state, and cleanup receipts.
Asw Start Work is an agent skill from wjgoarxiv/antigravity-swarm. Execute an ASW plan after asw-plan, with subagents, verification, real-surface QA, continuation state, and cleanup receipts.
Its SKILL.md is about 1.3k 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, covering Subagents. The repository describes itself as: ::A team of AI agents to code for you.::. The licence is MIT.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a949cb8. 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 json).
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.
Asw Start Work loads about 1.3k tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 697 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 wjgoarxiv/antigravity-swarm at commit a949cb8, republished under its MIT licence (© wjgoarxiv). 697 words, ~1,336 tokens.
.claude/skills/asw-start-work/SKILL.md (or your agent's skills folder).Use this skill after asw-plan when the user says start-work, asw-start-work, execute the plan, continue the plan, or resume a plan under .asw/plans/.
.asw/plans/ and choose the only active plan; ask one focused question only when multiple plans match..asw/start-work/state.json before editing. Track the selected plan path, active checkbox, spawned subagents, artifacts, and cleanup items.## TODOs or ## Final Verification Wave.On start:
.asw/start-work/state.json if present.State shape:
{
"plan": ".asw/plans/name.md",
"activeTask": "Task 3",
"completed": [],
"artifacts": [],
"cleanup": [],
"blockers": []
}Do not restart from scratch when state exists. Reconcile state with the plan.
For each checkbox, append:
Task:
RED:
Implementation:
GREEN:
Manual QA:
Reviewer:
Cleanup:
Status:If a plan item has no RED test because it is docs-only or inventory-only, record the exemption and the replacement check. Do not silently skip evidence.
Run the channel named by the plan:
If the named channel is impossible in the environment, record:
Do not substitute unit tests for manual QA.
Run a reviewer before completion when:
Reviewer packet:
Blockers must be fixed and rechecked before final status.
Every task must close its own resources:
Append one receipt per resource. A missing cleanup receipt keeps the task open.
When a task fails:
Do not mark the checkbox done because a fallback passed unless the fallback proves the same user-visible criterion.
Before printing completion:
When every top-level checkbox is complete, run the plan's final verification commands and print:
ORCHESTRATION COMPLETE
Plan: <path>
Verification: <commands>
Artifacts: <paths>
Cleanup: <receipts>Never treat green tests alone as completion. The plan is done only when the observable user-facing surface has been exercised and all continuation state is closed.
© wjgoarxiv, 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 plugins/antigravity-swarm/skills/asw-start-work of wjgoarxiv/antigravity-swarm.
Open the folder on GitHubat commit a949cb8
Asw Start Work 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 |
|---|---|---|---|---|---|---|
| Asw Start Work this skillwjgoarxiv/antigravity-swarm | 166 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 38 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 41 repos | ~1.5k | Automated safety check: Pass | None | |
| Reflect on Session Learningscursor/plugins | 11k | 5 repos | ~1.2k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence |
anthropics/claude-plugins-official
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.
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
wjgoarxiv/antigravity-swarm
Antigravity Swarm execution loop for evidence-driven implementation with tests, subagents, hooks, and manual QA.
wjgoarxiv/antigravity-swarm
Remove AI-looking clutter and temporary artifacts without changing behavior.
wjgoarxiv/antigravity-swarm
Hypothesis-driven Antigravity Swarm debugging for crashes, hangs, wrong output, and runtime drift.
wjgoarxiv/antigravity-swarm
Durable Antigravity Swarm goal orchestration with explicit success criteria, evidence ledger, manual QA channels, and completion audit.
wjgoarxiv/antigravity-swarm
Antigravity Swarm Loop executes RED to GREEN to real-surface QA with cleanup receipts.
wjgoarxiv/antigravity-swarm
Antigravity Swarm Plan creates a decision-complete plan before large or ambiguous work.
Categories
Execute an ASW plan after asw-plan, with subagents, verification, real-surface QA, continuation state, and cleanup receipts. Asw Start Work is an agent skill from wjgoarxiv/antigravity-swarm. Execute an ASW plan after asw-plan, with subagents, verification, real-surface QA, continuation state, and cleanup receipts.
Asw Start Work fits situations like: tasks that involve Subagents.
Run `npx skills add wjgoarxiv/antigravity-swarm --skill asw-start-work -a claude-code`. Or copy the skill folder (plugins/antigravity-swarm/skills/asw-start-work in wjgoarxiv/antigravity-swarm) into .claude/skills/asw-start-work in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wjgoarxiv/antigravity-swarm --skill asw-start-work -a codex`. Or copy the skill folder (plugins/antigravity-swarm/skills/asw-start-work in wjgoarxiv/antigravity-swarm) into .agents/skills/asw-start-work 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 wjgoarxiv/antigravity-swarm --skill asw-start-work -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/asw-start-work, .gemini/skills/asw-start-work, .github/skills/asw-start-work and .opencode/skills/asw-start-work in your project.
SKILL.md names no scripts, command-line tools or credentials: Asw Start Work 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.
Asw Start Work is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Asw Start Work: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Reflect on Session Learnings (cursor/plugins, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wjgoarxiv (a GitHub user) maintains it in wjgoarxiv/antigravity-swarm, which has 166 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on June 19, 2026.
Source: wjgoarxiv/antigravity-swarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.