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.
Operate the Antigravity CLI (agy): plugins, auth, sandbox. An agent skill from Luciole-Studio/Misaka-Agent.
$ npx skills add Luciole-Studio/Misaka-Agent --skill antigravity-cli -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent antigravity-cli --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/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli .claude/skills/antigravity-cli && 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 "antigravity-cli" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli into .claude/skills/antigravity-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antigravity-cli", 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/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cliType 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 Luciole-Studio/Misaka-Agent --skill antigravity-cli -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent antigravity-cli --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli .agents/skills/antigravity-cli && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "antigravity-cli" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli into .agents/skills/antigravity-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antigravity-cli", 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 Luciole-Studio/Misaka-Agent --skill antigravity-cli -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent antigravity-cli --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli .cursor/skills/antigravity-cli && 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 "antigravity-cli" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli into .cursor/skills/antigravity-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antigravity-cli", 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/Luciole-Studio/Misaka-Agent.git --path misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli--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 Luciole-Studio/Misaka-Agent --skill antigravity-cli -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent antigravity-cli --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli .gemini/skills/antigravity-cli && 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 "antigravity-cli" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli into .gemini/skills/antigravity-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antigravity-cli", 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 Luciole-Studio/Misaka-Agent antigravity-cliInstalls 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 Luciole-Studio/Misaka-Agent --skill antigravity-cli -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli .github/skills/antigravity-cli && 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 "antigravity-cli" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli into .github/skills/antigravity-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antigravity-cli", 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 Luciole-Studio/Misaka-Agent --skill antigravity-cli -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent antigravity-cli --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli .opencode/skills/antigravity-cli && 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 "antigravity-cli" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli into .opencode/skills/antigravity-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antigravity-cli", 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.
antigravity-cliOperate the Antigravity CLI (agy): plugins, auth, sandbox. An agent skill from Luciole-Studio/Misaka-Agent.
Antigravity CLI is an agent skill from Luciole-Studio/Misaka-Agent. Operate the Antigravity CLI (agy): plugins, auth, sandbox.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/cli-docs.md`).
It sits in Agent Workflows. The repository describes itself as: A multi-agent research system for the humanities and social sciences. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit b94464a. 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.
Antigravity CLI loads about 2.4k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 19 tokens; SKILL.md has 1,043 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 Luciole-Studio/Misaka-Agent at commit b94464a, republished under its MIT licence (© Luciole-Studio). 1,043 words, ~2,366 tokens.
.claude/skills/antigravity-cli/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.agy)Operator guide for the Antigravity CLI, invoked as agy. Run all agy
commands through the Hermes terminal tool; inspect its config and logs with
read_file. This skill is reference + procedure — it does not wrap a network
API, so there is nothing to authenticate from Hermes itself.
agy binaryagy --print / agy -p one-shotsAntigravity has two layers — keep them distinct or the guidance will be wrong:
agy help, agy install, agy plugin,
agy update, agy changelog. Run these through the terminal tool./config, /permissions,
/skills, /agents, etc. These only exist inside a running agy TUI
session, not on the shell wrapper.agy help shows the shell wrapper surface, NOT the in-session slash commands.
agy binary on PATH. Verify through the terminal tool:
command -v agy && agy --version.Invoke every agy command through the terminal tool. Examples:
terminal(command="agy --version")
terminal(command="agy help")
terminal(command="agy plugin list")
terminal(command="agy --print 'Summarize the repo in 3 bullets'", workdir="/path/to/project")For an interactive multi-turn TUI session, launch agy with pty=true (and
tmux for capture/monitoring), the same pattern the codex / claude-code
skills use. For one-shot smoke tests and scripted prompts, prefer
agy --print (non-interactive).
To inspect Antigravity's own files, use read_file on the paths under Core
paths below — do not cat them through the terminal.
agy is a coding-agent backend in the same family as codex / claude-code,
so the same delegation shapes apply. Use these when handing real work (features,
fixes, reviews, second opinions) to Antigravity rather than just smoke-testing.
terminal(command="agy -p 'Review this diff for bugs and security issues' --model 'Gemini 3.1 Pro (High)'", workdir="/path/to/repo", timeout=300)-p is non-interactive: it runs the prompt and exits. Pick the engine with
--model (run agy models for the exact display strings, e.g.
'Gemini 3.1 Pro (High)', 'Claude Opus 4.6 (Thinking)'). Add extra context
roots with repeatable --add-dir.
Background it and get notified on completion, the same as the codex skill:
terminal(command="agy -p 'Implement the change described in TASK.md and run the tests' --dangerously-skip-permissions", workdir="/path/to/repo", background=true, notify_on_complete=true)
# then: process(action="poll"/"log"/"wait", session_id=<id>)For a conversational session, launch agy -i (or bare agy) under pty=true
with tmux for capture-pane / send-keys, exactly the pattern documented in
the codex / claude-code skills. Resume later with --continue / -c or a
specific --conversation <id>.
Create one git worktree per task and launch an independent agy -p in each
(background), then collect results — same worktree fan-out the codex skill
uses for batch issue fixing. Bound concurrency to what the machine and your
review capacity can absorb.
agy -p returns plain text — there is no --output-format json and
no result envelope with session_id / cost / turn count. Parse stdout
directly; don't expect a JSON object.--max-turns. A print run is bounded by --print-timeout
(default 5m). Raise it for long tasks: --print-timeout 20m. Pair with the
terminal timeout= so the outer call doesn't cut the run short.Antigravity is a worker execution backend or third-opinion reviewer — an
execution detail owned by the agent/profile running a task, NOT a first-class
orchestration primitive. Do not put agy on a kanban board as its own card or
treat it as a coordination layer; route work through the normal task graph and
let the assigned worker choose agy (vs. codex/claude-code/direct tools) as its
method. Reach for it explicitly only when the user asks, when a worker is
configured to wrap it, or when you want a Gemini-family cross-check against
another agent's plan or diff.
agy~/.gemini/antigravity-cli/~/.gemini/antigravity-cli/settings.json~/.gemini/antigravity-cli/keybindings.json~/.gemini/antigravity-cli/log/cli-*.log~/.gemini/antigravity-cli/conversations/~/.gemini/antigravity-cli/brain/~/.gemini/antigravity-cli/history.jsonl~/.gemini/antigravity-cli/plugins/<plugin_name>/agy changelogagy helpagy installagy plugin / agy pluginsagy update--add-dir--continue / -c--conversation--dangerously-skip-permissions--print / -p--print-timeout--prompt--prompt-interactive / -i--sandbox--log-file--versionagy plugin --help)list, import [source], install <target>, uninstall <name>,
enable <name>, disable <name>, validate [path], link <mp> <target>,
helpagy install --help)--dir, --skip-aliases, --skip-path/resume (/switch), /rewind (/undo),
/rename <name>, /clear, /fork, /reset, /new/config, /settings, /permissions, /model,
/keybindings, /statusline, /tasks, /skills, /mcp, /open <path>,
/usage, /logout, /agents@ path autocomplete, esc esc clears the prompt (when
not streaming), ! runs a terminal command directly, ? opens helpsettings.json)allowNonWorkspaceAccesscolorSchemepermissions.allowtrustedWorkspacesrequest-review, always-proceed, strict, proceed-in-sandbox.
enableTerminalSandbox is a boolean in settings.json; default false.--sandbox, --dangerously-skip-permissions) can
supersede persistent settings for the current session./logout removes saved credentials.~/.gemini/antigravity-cli/plugins/<plugin_name>/.agy plugin list returning no imported plugins is a valid empty state.agy help shows wrapper commands, not interactive slash commands.agy --version is the safe non-interactive version check; agy version is
interactive and can fail without a real TTY.~/.gemini/antigravity-cli/log/cli-*.log
(read with read_file).~/.gemini/antigravity-cli/bin/agentapi is a thin wrapper to agy agentapi..antigravitycli
project marker.agy -p prints plain text only — no --output-format json, no result
envelope. Don't try to parse a JSON object out of it (unlike claude-code).--print-timeout (default 5m), not --max-turns
(which does not exist on agy).Confirm the install is real and usable, all through the terminal tool (read
files with read_file):
terminal(command="command -v agy")terminal(command="agy --version")terminal(command="agy help")terminal(command="agy plugin list")read_file on ~/.gemini/antigravity-cli/settings.jsonread_file on the latest ~/.gemini/antigravity-cli/log/cli-*.logread_file on ~/.gemini/antigravity-cli/keybindings.jsonreferences/cli-docs.md — condensed notes from the getting-started, usage,
and features docs.© Luciole-Studio, 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 misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli of Luciole-Studio/Misaka-Agent.
Open the folder on GitHubat commit b94464a
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in Luciole-Studio/Misaka-Agent, which our catalogue first saw on October 7, 2026.
Antigravity CLI 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 |
|---|---|---|---|---|---|---|
| Antigravity CLI this skillLuciole-Studio/Misaka-Agent | 139 | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
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.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
Luciole-Studio/Misaka-Agent
Plan and run multi-agent video production pipelines. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
AST-aware structural code search and rewrite via ast-grep. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Drug discovery: ChEMBL search, drug-likeness, interactions. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Workout planning, macros, and body metrics via wger/USDA. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Render MP4/WebM videos from HTML compositions. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Follow the money via public records and sanctions data. An agent skill from Luciole-Studio/Misaka-Agent.
Categories
Operate the Antigravity CLI (agy): plugins, auth, sandbox. An agent skill from Luciole-Studio/Misaka-Agent. Antigravity CLI is an agent skill from Luciole-Studio/Misaka-Agent. Operate the Antigravity CLI (agy): plugins, auth, sandbox.
Antigravity CLI fits situations like: agent Workflows work in your project.
Run `npx skills add Luciole-Studio/Misaka-Agent --skill antigravity-cli -a claude-code`. Or copy the skill folder (misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli in Luciole-Studio/Misaka-Agent) into .claude/skills/antigravity-cli in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Luciole-Studio/Misaka-Agent --skill antigravity-cli -a codex`. Or copy the skill folder (misaka/core/skills/assets/optional/autonomous-ai-agents/antigravity-cli in Luciole-Studio/Misaka-Agent) into .agents/skills/antigravity-cli 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 Luciole-Studio/Misaka-Agent --skill antigravity-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/antigravity-cli, .gemini/skills/antigravity-cli, .github/skills/antigravity-cli and .opencode/skills/antigravity-cli in your project.
SKILL.md names no scripts, command-line tools or credentials: Antigravity CLI 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.
Antigravity CLI is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.5k 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 535 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Antigravity CLI: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Luciole-Studio (a GitHub organization) maintains it in Luciole-Studio/Misaka-Agent, which has 139 GitHub stars. The repository holds 76 skills in this directory. The repository was last updated on October 8, 2026.
Source: Luciole-Studio/Misaka-Agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.