API Surface Review
polarsource/polar
Review changes to Polar's API contract — Pydantic schemas, FastAPI endpoints, OpenAPI output and the generated SDKs.
Define backend API contract standards for FastAPI services. An agent skill from AUTO-MAS-Project/AUTO-MAS.
$ npx skills add AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AUTO-MAS-Project/AUTO-MAS mas-api-contract --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/AUTO-MAS-Project/AUTO-MAS.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/mas-api-contract .claude/skills/mas-api-contract && 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 "mas-api-contract" agent skill from https://github.com/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contract into .claude/skills/mas-api-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mas-api-contract", 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/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contractType 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 AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AUTO-MAS-Project/AUTO-MAS mas-api-contract --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AUTO-MAS-Project/AUTO-MAS.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/mas-api-contract .agents/skills/mas-api-contract && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mas-api-contract" agent skill from https://github.com/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contract into .agents/skills/mas-api-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mas-api-contract", 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 AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AUTO-MAS-Project/AUTO-MAS mas-api-contract --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AUTO-MAS-Project/AUTO-MAS.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/mas-api-contract .cursor/skills/mas-api-contract && 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 "mas-api-contract" agent skill from https://github.com/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contract into .cursor/skills/mas-api-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mas-api-contract", 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/AUTO-MAS-Project/AUTO-MAS.git --path .agents/skills/mas-api-contract--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 AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AUTO-MAS-Project/AUTO-MAS mas-api-contract --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AUTO-MAS-Project/AUTO-MAS.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/mas-api-contract .gemini/skills/mas-api-contract && 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 "mas-api-contract" agent skill from https://github.com/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contract into .gemini/skills/mas-api-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mas-api-contract", 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 AUTO-MAS-Project/AUTO-MAS mas-api-contractInstalls 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 AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AUTO-MAS-Project/AUTO-MAS.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/mas-api-contract .github/skills/mas-api-contract && 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 "mas-api-contract" agent skill from https://github.com/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contract into .github/skills/mas-api-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mas-api-contract", 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 AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AUTO-MAS-Project/AUTO-MAS mas-api-contract --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AUTO-MAS-Project/AUTO-MAS.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/mas-api-contract .opencode/skills/mas-api-contract && 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 "mas-api-contract" agent skill from https://github.com/AUTO-MAS-Project/AUTO-MAS/tree/main/.agents/skills/mas-api-contract into .opencode/skills/mas-api-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mas-api-contract", 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.
mas-api-contractDefine backend API contract standards for FastAPI services. An agent skill from AUTO-MAS-Project/AUTO-MAS.
Mas API Contract is an agent skill from AUTO-MAS-Project/AUTO-MAS. Define backend API contract standards for FastAPI services. Use when adding or refactoring HTTP/WebSocket endpoints in app/api, designing request/response schemas in app/models/schema.py, standardizing status/error contracts, and maintaining backward compatibility for clients.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Backend & APIs, covering API design, Realtime and WebSockets and Backend development. It works with FastAPI and Model Context Protocol. The repository describes itself as: 多脚本多配置统一管理与自动化工具 | 轻松管理大量脚本并存储多个用户配置、设计自动化任务流、监看脚本日志,大幅提高自动化代理效率与稳定性!. The licence is AGPL-3.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 699de5a. 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:
yarnFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use yarn, 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.
Mas API Contract loads about 1.9k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 980 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 AUTO-MAS-Project/AUTO-MAS at commit 699de5a, republished under its AGPL-3.0 licence (© AUTO-MAS-Project). 980 words, ~1,852 tokens.
.claude/skills/mas-api-contract/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Keep backend API interfaces stable, consistent, and easy to consume.
Apply these constraints while using this skill.
Apply to:
app/api/*.app/models/schema.py.Current dev baseline:
OutBase-style envelopes used in app/models/schema.py.app/api/core.py and WS command routes.The backend exposes an MCP server derived from the live OpenAPI schema. Know these facts before changing API surface:
main.py mounts it with fastapi_mcp.FastApiMCP(...).mount_http(), so the transport is streamable HTTP at /mcp. It is not an SSE endpoint; do not describe or document it as one.AUTO_MAS_ENABLE_MCP (default "1") and happens in background initialization after lifespan yields. The route is absent until that finishes, so an early request can legitimately 404.describe_full_response_schema=True and describe_all_responses=True. Every route you add, rename, or retype becomes an MCP tool signature automatically, and schema churn is user-visible through this surface as well as through the generated frontend client.exclude_tags=["Delete"] keeps destructive routes out of MCP. A destructive endpoint must carry tags=["Delete"] to stay excluded; path or method naming alone does not exclude it./mcp and its tool names as an external contract. Route path, operation_id, and tag changes are breaking for MCP clients even when the HTTP API stays compatible./api/<resource>./start, /stop, /reorder).POST query-style endpoints such as combobox/list options, prefer one endpoint with an explicit request-body discriminator over splitting equivalent endpoints by implementation type./xxx-foo and /xxx-bar solely because the backend reads different config books; keep the path semantic stable and put the selected type in the body.*In for request models.*Out for response models.OutBase for common response envelope fields when applicable.response_model explicitly.app/models/schema.py before wiring a new route.app/api/ module and keep route handlers as thin transport adapters around schema models and backend calls.mas-schema-naming.scriptId, queueId, userId, etc.).code, status, message) for handled failures.id, type, data).Literal[...] field into Union[...] plus shared type aliases unless you have verified that the generated TypeScript runtime exports remain unchanged.yarn openapi in frontend/ (it targets the development backend port) instead of hand-editing generated TypeScript.yarn dev can use the remote dev backend; start the local backend first when verifying local API changes.api layer owns transport contract mapping only.schema layer owns model definitions only.core/task/services own business execution and integration logic.mas-module-boundary for placement and dependency checks.*In/*Out models are present and explicit.response_model is declared.POST endpoints do not multiply paths when a body selector would keep the contract simpler.© AUTO-MAS-Project, AGPL-3.0. 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 in .agents/skills/mas-api-contract of AUTO-MAS-Project/AUTO-MAS.
Open the folder on GitHubat commit 699de5a
Mas API Contract 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 |
|---|---|---|---|---|---|---|
| Mas API Contract this skillAUTO-MAS-Project/AUTO-MAS | 708 | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 | |
| API Surface Reviewpolarsource/polar | 10k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Starlettesimonw/research | 783 | — | ~8.6k | Automated safety check: Notes | None | |
| Domodomo Backend Fastapidarknecrocities/DomoDomo---All-in-one-Tool | 239 | — | ~17k | Automated safety check: Pass | None | |
| Python API Designjohnku2011/boilerplates-with-ai-skills | 240 | — | ~449 | Automated safety check: Pass | MIT | |
| Engineering PrinciplesAzure/agent-app-orchestrator | 103 | — | ~282 | Automated safety check: Pass | MIT |
polarsource/polar
Review changes to Polar's API contract — Pydantic schemas, FastAPI endpoints, OpenAPI output and the generated SDKs.
simonw/research
Build async web applications and APIs with Starlette 1.0, the lightweight ASGI framework for Python.
darknecrocities/DomoDomo---All-in-one-Tool
Maintain DomoDomo’s local FastAPI application, routers, SQLite models, local services, and Python utilities.
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding or changing FastAPI routes, dependencies, or tests in this Python service — keep endpoints typed, validated, and covered by pytest.
Azure/agent-app-orchestrator
Agent Landing Zone Orchestrator architecture and implementation principles.
davila7/claude-code-templates
Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2.
AUTO-MAS-Project/AUTO-MAS
Add, refactor, or review AUTO-MAS game community sign-in (game sign) code, including the provider registry in app/tools/gamesign.py, platform adapters for Skland/Miyoushe/Kuro/Taygedo, credential…
AUTO-MAS-Project/AUTO-MAS
Define canonical naming for future backend schema domains. An agent skill from AUTO-MAS-Project/AUTO-MAS.
AUTO-MAS-Project/AUTO-MAS
A skill your agent uses when implementing, fixing, refactoring, or reviewing non-generated AUTO-MAS code, or when preparing code-style guidance, comments, docstrings, version notes, or Conventional…
AUTO-MAS-Project/AUTO-MAS
A skill your agent uses when working on AUTO-MAS frontend UI, Ant Design Vue components, page layout, forms, tables, modals, drawers, feedback, empty/loading/error states, drag interactions, dark…
AUTO-MAS-Project/AUTO-MAS
Review, add, or refactor AUTO-MAS specialized script adapters by upstream architecture, including MAA, SRC, MaaEnd/MXU, General, ok-script adapters such as Okww and OkNte, multi-engine adapters such…
AUTO-MAS-Project/AUTO-MAS
Define backend data modeling standards for Python services. An agent skill from AUTO-MAS-Project/AUTO-MAS.
Works with
Categories
Define backend API contract standards for FastAPI services. An agent skill from AUTO-MAS-Project/AUTO-MAS. Mas API Contract is an agent skill from AUTO-MAS-Project/AUTO-MAS. Define backend API contract standards for FastAPI services.
Mas API Contract fits situations like: refactoring HTTP/WebSocket endpoints in app/api; designing request/response schemas in app/models/schema.py; standardizing status/error contracts; maintaining backward compatibility for clients.
Run `npx skills add AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a claude-code`. Or copy the skill folder (.agents/skills/mas-api-contract in AUTO-MAS-Project/AUTO-MAS) into .claude/skills/mas-api-contract in your project. Claude Code loads it when a task matches its description.
Run `npx skills add AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a codex`. Or copy the skill folder (.agents/skills/mas-api-contract in AUTO-MAS-Project/AUTO-MAS) into .agents/skills/mas-api-contract 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 AUTO-MAS-Project/AUTO-MAS --skill mas-api-contract -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mas-api-contract, .gemini/skills/mas-api-contract, .github/skills/mas-api-contract and .opencode/skills/mas-api-contract in your project.
Going by SKILL.md and its folder, Mas API Contract needs the command-line tools its instructions call (yarn).
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.
Mas API Contract is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.4k 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 Mas API Contract: API Surface Review (polarsource/polar, 10k stars), Starlette (simonw/research, 783 stars), Domodomo Backend Fastapi (darknecrocities/DomoDomo---All-in-one-Tool, 239 stars) and Python API Design (johnku2011/boilerplates-with-ai-skills, 240 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
AUTO-MAS-Project (a GitHub organization) maintains it in AUTO-MAS-Project/AUTO-MAS, which has 708 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 8, 2026.
Source: AUTO-MAS-Project/AUTO-MAS on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.