[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-vercel-labs-just-bash-executor":3,"mdc-tsee6r-key":39,"related-org-vercel-labs-just-bash-executor":9144,"related-repo-vercel-labs-just-bash-executor":9311},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":28,"repoUrl":29,"updatedAt":30,"license":31,"forks":32,"topics":33,"repo":34,"sourceUrl":37,"mdContent":38},"just-bash-executor","convert remote APIs into bash CLI tools","Convert a GraphQL endpoint, OpenAPI spec, or MCP server into bash CLI commands and a `tools.*` JS API runnable inside `just-bash`'s `js-exec` sandbox. Use when the user wants to expose a remote API to a sandboxed bash agent, build a tool-calling agent on top of just-bash, or generate CLI commands from an existing API spec.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"vercel-labs","Vercel Labs","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fvercel-labs.png",[12,16,19,22,25],{"name":13,"slug":14,"type":15},"GraphQL","graphql","tag",{"name":17,"slug":18,"type":15},"Automation","automation",{"name":20,"slug":21,"type":15},"CLI","cli",{"name":23,"slug":24,"type":15},"API Development","api-development",{"name":26,"slug":27,"type":15},"OpenAPI","openapi",3924,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fjust-bash","2026-07-17T06:08:50.15428",null,217,[],{"repoUrl":29,"stars":28,"forks":32,"topics":35,"description":36},[],"Bash for Agents","https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fjust-bash\u002Ftree\u002FHEAD\u002Fpackages\u002Fjust-bash-executor","---\nname: just-bash-executor\ndescription: Convert a GraphQL endpoint, OpenAPI spec, or MCP server into bash CLI commands and a `tools.*` JS API runnable inside `just-bash`'s `js-exec` sandbox. Use when the user wants to expose a remote API to a sandboxed bash agent, build a tool-calling agent on top of just-bash, or generate CLI commands from an existing API spec.\n---\n\n# `@just-bash\u002Fexecutor` — agent guide\n\nThis file is for an AI agent writing code that uses `@just-bash\u002Fexecutor`. It\nmaps each input (an OpenAPI spec, a GraphQL endpoint, an MCP server, or your\nown JS functions) to the exact code to write and the exact surfaces (JS API +\nbash CLI) the user gets back.\n\nRead top to bottom on the first task; jump by section number on later tasks.\n\n## §1. Decide which source kind you have\n\n```text\nHave an OpenAPI spec \u002F Swagger doc? → §3 OpenAPI\nHave a GraphQL endpoint or SDL? → §4 GraphQL\nHave an MCP server (URL or stdio)? → §5 MCP\nDefining tools yourself in code? → §2 Inline\nMixing several of the above? → call sources.add() once per source\n inside the same setup(); paths stay\n namespaced by `name`\n```\n\nFor all four, the consuming code is identical (§6, §7) — what changes is the\n`createExecutor` config.\n\n## §2. Inline tools\n\nUse when there's no upstream spec — the user wants to expose specific JS\nfunctions to the sandbox.\n\n```ts\nimport { Bash } from \"just-bash\";\nimport { createExecutor } from \"@just-bash\u002Fexecutor\";\n\nconst executor = await createExecutor({\n tools: {\n \"ns.action\": {\n description: \"What it does\",\n execute: async (args: { \u002F* shape *\u002F }) => ({ \u002F* JSON-serializable *\u002F }),\n },\n },\n});\n\nconst bash = new Bash({\n customCommands: executor.commands,\n javascript: { invokeTool: executor.invokeTool },\n});\n```\n\nConversion (single rule):\n\n```text\nkey in tools: {…} JS bash\n\"ns.action\" → await tools.ns.action(args) ns action key=value\n ns action --key value\n ns action --json '{\"key\":1}'\n```\n\nThe first dot-segment is the namespace command; the rest is the subcommand\n(kebab-cased, with the original form as an alias when different).\n\n## §3. OpenAPI → tools\n\nAsk the user for: spec source, base endpoint, namespace `name`, and optional\nauth headers.\n\nThe `spec` field accepts three forms:\n\n```ts\nspec: \"https:\u002F\u002Fpetstore3.swagger.io\u002Fapi\u002Fv3\u002Fopenapi.json\" \u002F\u002F URL — fetched at setup\nspec: fs.readFileSync(\".\u002Fopenapi.yaml\", \"utf8\") \u002F\u002F YAML text\nspec: JSON.stringify(specObject) \u002F\u002F JSON text\n```\n\nFor authenticated APIs, pass `headers` (and optionally `queryParams`):\n\n```ts\nawait sdk.sources.add({\n kind: \"openapi\",\n spec: \"https:\u002F\u002Fapi.github.com\u002Fopenapi.json\",\n endpoint: \"https:\u002F\u002Fapi.github.com\",\n name: \"github\",\n headers: {\n Authorization: `Bearer ${process.env.GITHUB_TOKEN}`,\n Accept: \"application\u002Fvnd.github+json\",\n },\n});\n```\n\nFull inline example:\n\n```ts\nimport { createExecutor } from \"@just-bash\u002Fexecutor\";\nimport { Bash } from \"just-bash\";\n\n\u002F\u002F `spec` is the raw OpenAPI document as a STRING (JSON or YAML text),\n\u002F\u002F not a parsed object. Read it from disk if you have a file.\nconst PETSTORE_SPEC = JSON.stringify({\n openapi: \"3.0.0\",\n info: { title: \"Petstore\", version: \"1.0.0\" },\n paths: {\n \"\u002Fpets\": {\n get: {\n operationId: \"listPets\",\n parameters: [\n { name: \"status\", in: \"query\", schema: { type: \"string\" } },\n ],\n responses: { \"200\": { description: \"ok\" } },\n },\n post: {\n operationId: \"createPet\",\n requestBody: {\n content: {\n \"application\u002Fjson\": {\n schema: {\n type: \"object\",\n properties: { name: { type: \"string\" } },\n },\n },\n },\n },\n responses: { \"201\": { description: \"ok\" } },\n },\n },\n \"\u002Fpets\u002F{petId}\": {\n get: {\n operationId: \"getPetById\",\n parameters: [\n { name: \"petId\", in: \"path\", required: true, schema: { type: \"string\" } },\n ],\n responses: { \"200\": { description: \"ok\" } },\n },\n },\n },\n});\n\nconst executor = await createExecutor({\n setup: async (sdk) => {\n await sdk.sources.add({\n kind: \"openapi\",\n spec: PETSTORE_SPEC,\n endpoint: \"https:\u002F\u002Fpetstore.example.com\",\n name: \"pets\", \u002F\u002F becomes the namespace\n });\n },\n onToolApproval: \"allow-all\",\n});\n\nconst bash = new Bash({\n customCommands: executor.commands,\n javascript: { invokeTool: executor.invokeTool },\n});\n```\n\nConversion rules:\n\n- One tool per operation in the spec\n- Tool path: `\u003Cname>.\u003CfirstUrlSegment>.\u003CoperationId>` — the first URL path\n segment is included as a grouping prefix (camelCase preserved on the operationId)\n- Args object = path params + query params + requestBody fields, flattened\n- Bash subcommand: kebab-case of `\u003CfirstUrlSegment>.\u003CoperationId>`; original\n camelCase form is kept as an alias\n\nExample (from the spec above — all under `\u002Fpets\u002F*`):\n\n```text\noperationId → tool path JS call bash\nlistPets → pets.pets.listPets await tools.pets.pets.listPets({ status }) pets pets.list-pets --status open\ncreatePet → pets.pets.createPet await tools.pets.pets.createPet({ name }) pets pets.create-pet --name Fido\ngetPetById → pets.pets.getPetById await tools.pets.pets.getPetById({ petId }) pets pets.get-pet-by-id --pet-id 42\n```\n\n(The double `pets.pets` looks awkward but is deterministic: the first `pets`\nis your `name`, the second is the URL's first path segment.)\n\nPitfalls:\n\n- `spec` must be a **string** (URL, JSON text, or YAML text), not a parsed object\n- Operations missing `operationId` are skipped; if the user's spec lacks them,\n add them or fall back to inline tools\n- All param locations (path, query, body) flatten into one args object — name\n collisions across locations are the user's problem to resolve\n- `headers` are sent on every invocation — fine for static tokens, but for\n per-request auth wire an inline tool that adds the header dynamically\n- The plugin is loaded lazily via `setup`; install `@executor-js\u002Fplugin-openapi`\n alongside `@executor-js\u002Fsdk` or `createExecutor` will throw\n\n## §4. GraphQL → tools\n\nAsk the user for: endpoint URL, optional introspection JSON, a namespace `name`,\nand optional auth headers.\n\n```ts\nconst executor = await createExecutor({\n setup: async (sdk) => {\n await sdk.sources.add({\n kind: \"graphql\",\n endpoint: \"https:\u002F\u002Fapi.github.com\u002Fgraphql\",\n name: \"github\",\n headers: {\n Authorization: `Bearer ${process.env.GITHUB_TOKEN}`,\n },\n \u002F\u002F Optional: pre-fetched schema; skips the introspection round-trip and\n \u002F\u002F lets discovery work offline. Recommended for unstable upstreams.\n \u002F\u002F introspectionJson: INTROSPECTION_JSON,\n });\n },\n onToolApproval: \"allow-all\",\n});\n```\n\nConversion rules:\n\n- One tool per top-level Query and Mutation field\n- Tool path: `\u003Cname>.query.\u003CfieldName>` for queries and\n `\u003Cname>.mutation.\u003CfieldName>` for mutations (camelCase preserved)\n- Args object = the field's argument definitions\n- Result is the raw GraphQL response envelope: `{ status, data, errors }`.\n Scripts must check `errors` and read `data` themselves — there is no\n auto-unwrap.\n- The plugin auto-generates a shallow selection set. Queries whose return\n types contain nested object fields will fail server-side validation\n (\"Field X of type Y must have a selection of subfields\"). For these,\n wrap the call in an inline tool that posts a hand-written GraphQL query\n via `fetch` instead of going through the SDK plugin.\n- Subscriptions are not currently exposed as callable tools\n\nExample, from the public Countries schema (all queries):\n\n```text\nQuery field → tool path JS call bash\ncountry(code) → geo.query.country await tools.geo.query.country({ code: \"JP\" }) geo query.country code=JP\ncountries(filter)→ geo.query.countries await tools.geo.query.countries({ filter: { ... } }) geo query.countries --json '{\"filter\":{...}}'\ncontinent(code) → geo.query.continent await tools.geo.query.continent({ code: \"EU\" }) geo query.continent code=EU\ncontinents → geo.query.continents await tools.geo.query.continents({}) geo query.continents\nlanguage(code) → geo.query.language await tools.geo.query.language({ code: \"en\" }) geo query.language code=en\nlanguages → geo.query.languages await tools.geo.query.languages({}) geo query.languages\n```\n\nReading the response in a script:\n\n```js\nconst r = await tools.geo.query.country({ code: \"JP\" });\nif (r.errors && r.errors.length) {\n throw new Error(r.errors.map((e) => e.message).join(\"; \"));\n}\nconst country = r.data.country;\nconsole.log(country.name);\n```\n\nPitfalls:\n\n- Required GraphQL args (`String!`, `ID!`) must be passed; the SDK surfaces\n validation errors as thrown exceptions inside scripts — wrap calls in\n `try\u002Fcatch` if the agent might call with empty args\n- For complex `filter`\u002Finput-object args, prefer `--json` over `key=value`\n- `headers` apply to introspection AND every tool call — useful for tokens,\n but don't put per-user identity here\n- Install `@executor-js\u002Fplugin-graphql` alongside `@executor-js\u002Fsdk`\n\n## §5. MCP → tools\n\nAsk the user for: transport (`\"remote\"` or `\"stdio\"`), endpoint URL or\ncommand+args, a namespace `name`.\n\n```ts\nconst executor = await createExecutor({\n setup: async (sdk) => {\n \u002F\u002F Remote (SSE \u002F HTTP)\n await sdk.sources.add({\n kind: \"mcp\",\n transport: \"remote\",\n endpoint: \"https:\u002F\u002Fmcp.example.com\u002Fsse\",\n name: \"docs\",\n });\n\n \u002F\u002F Remote with auth headers\n await sdk.sources.add({\n kind: \"mcp\",\n transport: \"remote\",\n endpoint: \"https:\u002F\u002Fmcp.context7.com\u002Fmcp\",\n name: \"context7\",\n headers: {\n Authorization: `Bearer ${process.env.CONTEXT7_TOKEN}`,\n },\n });\n\n \u002F\u002F Stdio (local process) — env vars and cwd are passed to the child\n await sdk.sources.add({\n kind: \"mcp\",\n transport: \"stdio\",\n command: \"npx\",\n args: [\"-y\", \"@modelcontextprotocol\u002Fserver-filesystem\", \"\u002Fdata\"],\n env: { LOG_LEVEL: \"info\" },\n cwd: \"\u002Fwork\",\n name: \"fs\",\n });\n },\n onToolApproval: async (req) => {\n \u002F\u002F MCP servers can do destructive things — gate by tool path\n if (req.toolPath.endsWith(\".write_file\")) {\n return { approved: false, reason: \"writes need review\" };\n }\n return { approved: true };\n },\n onElicitation: async (ctx) => {\n \u002F\u002F MCP servers may request user input mid-tool (forms, OAuth URLs).\n \u002F\u002F Decline by default; implement a real handler for interactive flows.\n return { action: \"decline\" };\n },\n});\n```\n\nConversion rules:\n\n- One tool per tool advertised by the MCP server's `tools\u002Flist` capability\n- Tool path: `\u003Cname>.\u003Cserver-tool-name>` — server tool names are preserved\n verbatim (often `snake_case` like `read_file`)\n- Args object = the MCP tool's input schema\n- Subcommand: server tool name → kebab-case; original (snake_case or otherwise)\n is kept as an alias when different\n\nExample (filesystem-style MCP server with `read_file`, `list_dir`):\n\n```text\nserver tool → tool path JS call bash kebab bash snake alias\nread_file → fs.read_file await tools.fs.read_file({ path: \"\u002Fx.md\" }) fs read-file path=\u002Fx.md fs read_file path=\u002Fx.md\nlist_dir → fs.list_dir await tools.fs.list_dir({ path: \"\u002F\" }) fs list-dir path=\u002F fs list_dir path=\u002F\n```\n\nPitfalls:\n\n- `transport: \"remote\"` requires `endpoint`; `transport: \"stdio\"` requires\n `command` + `args`\n- MCP servers with elicitation flows need an `onElicitation` handler other\n than the default decline-all, otherwise interactive tools will fail\n- Install `@executor-js\u002Fplugin-mcp` alongside `@executor-js\u002Fsdk`\n\n## §5b. Combining multiple sources in one executor\n\nReal agents usually need more than one upstream. Add as many `sources.add()`\ncalls as you want inside the same `setup`; each registers its own namespace and\ntools land in a single unified `tools` proxy \u002F bash command set.\n\n```ts\nconst executor = await createExecutor({\n setup: async (sdk) => {\n \u002F\u002F OpenAPI from a URL (no auth)\n await sdk.sources.add({\n kind: \"openapi\",\n spec: \"https:\u002F\u002Fpetstore3.swagger.io\u002Fapi\u002Fv3\u002Fopenapi.json\",\n name: \"petstore\",\n });\n\n \u002F\u002F GraphQL with bearer auth\n await sdk.sources.add({\n kind: \"graphql\",\n endpoint: \"https:\u002F\u002Fapi.github.com\u002Fgraphql\",\n name: \"github\",\n headers: { Authorization: `Bearer ${process.env.GITHUB_TOKEN}` },\n });\n\n \u002F\u002F Remote MCP for context lookups\n await sdk.sources.add({\n kind: \"mcp\",\n transport: \"remote\",\n endpoint: \"https:\u002F\u002Fmcp.example.com\u002Fsse\",\n name: \"context\",\n });\n },\n \u002F\u002F Inline tools coexist with discovered ones; inline wins on path conflict.\n tools: {\n \"util.now\": {\n description: \"Wall-clock ISO timestamp\",\n execute: () => ({ ts: new Date().toISOString() }),\n },\n },\n onToolApproval: async (req) => {\n \u002F\u002F Different policy per source\n if (req.sourceId === \"github\" && req.toolPath.includes(\"delete\")) {\n return { approved: false, reason: \"github deletes need review\" };\n }\n return { approved: true };\n },\n});\n```\n\nA js-exec script can then call across all sources in one turn. Remember the\nshape per source kind: GraphQL paths are `\u003Cname>.query.\u003Cfield>`, OpenAPI paths\nare `\u003Cname>.\u003CfirstUrlSegment>.\u003CoperationId>`, MCP paths are\n`\u003Cname>.\u003Cserver-tool-name>`, inline paths are exactly your key.\n\n```js\nconst repos = await tools.github.query.search({ query: \"stars:>10000\", type: \"REPOSITORY\" });\nconst pet = await tools.petstore.pet.findPetById({ petId: 1 });\nconst ctx = await tools.context.lookup({ name: \"react\" });\nconst ts = await tools.util.now();\n\u002F\u002F GraphQL responses are wrapped — unwrap before reading\nconsole.log({\n repos: repos.data?.search?.repositoryCount ?? null,\n pet, ctx, ts,\n});\n```\n\nUse distinct `name` values per source — collisions silently overwrite tool\npaths within the namespace.\n\n## §6. Calling generated tools — the rules to internalize\n\nThese two tables are the only things you need to memorize. They apply to all\nfour source kinds — the conversion is uniform.\n\n### JS API (inside `js-exec` scripts)\n\n| Want | Write |\n| ------------------------- | ---------------------------------------------- |\n| Call any tool | `await tools.\u003Cnamespace>.\u003Cname>(args)` |\n| Pass no args | `await tools.ns.name()` or `({})` |\n| Catch tool errors | `try { ... } catch (e) { e.message }` |\n| Snake-case server tool | `await tools.docs[\"read_file\"]({ path })` |\n| Deeply nested path | `await tools.a.b.c.d(args)` — works as written |\n\n`undefined` returns reach the script as `undefined`; everything else is\nJSON-serialized and parsed back into a JS value.\n\n### Bash CLI (inside `bash.exec(...)` scripts)\n\n| Want | Write |\n| ------------------- | --------------------------------------- |\n| key=value | `ns name a=1 b=2` |\n| flags | `ns name --a 1 --b 2` |\n| `--key=value` | `ns name --a=1` |\n| Bool flag | `ns name --verbose` → `{verbose: true}` |\n| Inline JSON | `ns name --json '{\"a\":1,\"b\":2}'` |\n| Piped JSON | `echo '{\"a\":1}' \\| ns name` |\n| Compose with jq | `ns name a=1 \\| jq -r .field` |\n| Show help | `ns --help` or `ns name --help` |\n\nMode precedence when more than one is used: **flags > `--json` > stdin**.\n\nValues are coerced via `JSON.parse` first (`a=2` → number `2`,\n`ok=true` → boolean `true`, `xs=[1,2]` → array), falling back to string when\nparsing fails.\n\nTool errors land on stderr with format `\u003Cnamespace>: \u003Csubcommand>: \u003Cmessage>`\nand exit code 1.\n\n## §7. Skeleton an agent can copy and adapt\n\nSelf-contained — pick a source kind, fill in the spec, run with `tsx`.\n\n```ts\nimport { Bash } from \"just-bash\";\nimport { createExecutor } from \"@just-bash\u002Fexecutor\";\n\nconst executor = await createExecutor({\n \u002F\u002F Pick ONE of: `tools` (inline) or `setup` (SDK), or both.\n tools: {\n \"math.add\": {\n description: \"Add two numbers\",\n execute: ({ a, b }: { a: number; b: number }) => ({ sum: a + b }),\n },\n },\n \u002F\u002F setup: async (sdk) => {\n \u002F\u002F await sdk.sources.add({ kind: \"openapi\", spec, endpoint, name });\n \u002F\u002F },\n onToolApproval: \"allow-all\",\n});\n\nconst bash = new Bash({\n customCommands: executor.commands,\n javascript: { invokeTool: executor.invokeTool },\n executionLimits: { maxJsTimeoutMs: 30_000 },\n});\n\n\u002F\u002F 1. JS API\nconst r1 = await bash.exec(`js-exec -c '\n try {\n const r = await tools.math.add({ a: 2, b: 3 });\n console.log(\"sum=\" + r.sum);\n } catch (e) {\n console.error(\"tool failed:\", e.message);\n }\n'`);\nprocess.stdout.write(r1.stdout);\nif (r1.stderr) process.stderr.write(r1.stderr);\n\n\u002F\u002F 2. Bash CLI — three input modes, all equivalent\nfor (const cmd of [\n \"math add a=2 b=3\",\n \"math add --a 2 --b 3\",\n `echo '{\"a\":2,\"b\":3}' | math add`,\n]) {\n const r = await bash.exec(cmd);\n console.log(`${cmd} → ${r.stdout.trim()} (exit=${r.exitCode})`);\n}\n\n\u002F\u002F 3. Help text\nprocess.stdout.write((await bash.exec(\"math --help\")).stdout);\n```\n\n## §8. Verification before reporting \"done\"\n\nRun these checks in order. Stop at the first failure.\n\n1. **Exec works.** A simple call returns exit 0 with parseable JSON on stdout:\n ```ts\n const r = await bash.exec(`\u003Cns> \u003Csubcommand> \u003Cargs>`);\n JSON.parse(r.stdout); \u002F\u002F should not throw\n ```\n2. **Wrong path errors clearly.** `await tools.ns.nope({})` throws with\n `Unknown tool` in the message — confirms dispatch is wired.\n3. **Help reflects discovery.** `bash.exec(\"\u003Cns> --help\")` lists every tool\n the user expected. If a tool's missing, the source registration didn't pick\n it up (most often: missing `operationId` for OpenAPI; subscription field\n for GraphQL; capability not advertised for MCP).\n4. **Inspect via SDK handle (when `setup` was used):**\n ```ts\n \u002F\u002F List everything\n const all = await executor.sdk!.tools.list();\n console.log(all.map(t => t.id));\n\n \u002F\u002F Filter by source\n const ghOnly = await executor.sdk!.tools.list({ sourceId: \"github\" });\n\n \u002F\u002F Search descriptions\u002Fnames\n const writes = await executor.sdk!.tools.list({ query: \"create\" });\n ```\n5. **Approval gates work.** If you wired `onToolApproval`, deny one path and\n confirm the call throws inside `js-exec` rather than silently succeeding.\n\n## §9. Anti-patterns\n\n- **Don't pass parsed objects to `kind: \"openapi\"`.** `spec` is a string\n (JSON or YAML text). Use `JSON.stringify(...)` or `fs.readFileSync(path, \"utf8\")`.\n- **Don't put tool logic inside the `js-exec` script.** `execute` runs on the\n host; the script just calls it. Putting fetches or DB calls in the script\n defeats the sandbox.\n- **Don't rely on `await` doing real async work.** Tool calls are synchronous\n via `Atomics.wait` from the script's perspective; `await` is for portability\n with other runtimes.\n- **Don't expose host-FS or shell tools without an `onToolApproval` gate.**\n The default `\"allow-all\"` is fine for read-only or pure-compute tools; for\n anything destructive, gate by `toolPath`.\n- **Don't reuse a namespace across sources.** Two `sources.add` calls with the\n same `name` will collide. Use distinct names per source.\n- **Don't skip installing the plugin package.** `@executor-js\u002Fsdk` alone is not\n enough — each source kind requires its plugin (`@executor-js\u002Fplugin-openapi`,\n `…-graphql`, `…-mcp`).\n\n## §10. 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Putting fetches or DB calls in the script\ndefeats the sandbox.",{"type":45,"tag":2725,"props":8944,"children":8945},{},[8946,8958,8960,8966,8968,8973],{"type":45,"tag":2828,"props":8947,"children":8948},{},[8949,8951,8956],{"type":56,"value":8950},"Don't rely on ",{"type":45,"tag":51,"props":8952,"children":8954},{"className":8953},[],[8955],{"type":56,"value":830},{"type":56,"value":8957}," doing real async work.",{"type":56,"value":8959}," Tool calls are synchronous\nvia ",{"type":45,"tag":51,"props":8961,"children":8963},{"className":8962},[],[8964],{"type":56,"value":8965},"Atomics.wait",{"type":56,"value":8967}," from the script's perspective; ",{"type":45,"tag":51,"props":8969,"children":8971},{"className":8970},[],[8972],{"type":56,"value":830},{"type":56,"value":8974}," is for portability\nwith other runtimes.",{"type":45,"tag":2725,"props":8976,"children":8977},{},[8978,8990,8992,8998,9000,9005],{"type":45,"tag":2828,"props":8979,"children":8980},{},[8981,8983,8988],{"type":56,"value":8982},"Don't expose host-FS or shell tools without an ",{"type":45,"tag":51,"props":8984,"children":8986},{"className":8985},[],[8987],{"type":56,"value":8863},{"type":56,"value":8989}," gate.",{"type":56,"value":8991},"\nThe default ",{"type":45,"tag":51,"props":8993,"children":8995},{"className":8994},[],[8996],{"type":56,"value":8997},"\"allow-all\"",{"type":56,"value":8999}," is fine for read-only or pure-compute tools; for\nanything destructive, gate by ",{"type":45,"tag":51,"props":9001,"children":9003},{"className":9002},[],[9004],{"type":56,"value":4739},{"type":56,"value":532},{"type":45,"tag":2725,"props":9007,"children":9008},{},[9009,9014,9016,9022,9024,9029],{"type":45,"tag":2828,"props":9010,"children":9011},{},[9012],{"type":56,"value":9013},"Don't reuse a namespace across sources.",{"type":56,"value":9015}," Two ",{"type":45,"tag":51,"props":9017,"children":9019},{"className":9018},[],[9020],{"type":56,"value":9021},"sources.add",{"type":56,"value":9023}," calls with the\nsame ",{"type":45,"tag":51,"props":9025,"children":9027},{"className":9026},[],[9028],{"type":56,"value":637},{"type":56,"value":9030}," will collide. Use distinct names per source.",{"type":45,"tag":2725,"props":9032,"children":9033},{},[9034,9039,9040,9045,9047,9052,9053,9059,9060,9066],{"type":45,"tag":2828,"props":9035,"children":9036},{},[9037],{"type":56,"value":9038},"Don't skip installing the plugin package.",{"type":56,"value":8452},{"type":45,"tag":51,"props":9041,"children":9043},{"className":9042},[],[9044],{"type":56,"value":2888},{"type":56,"value":9046}," alone is not\nenough — each source kind requires its plugin (",{"type":45,"tag":51,"props":9048,"children":9050},{"className":9049},[],[9051],{"type":56,"value":2880},{"type":56,"value":352},{"type":45,"tag":51,"props":9054,"children":9056},{"className":9055},[],[9057],{"type":56,"value":9058},"…-graphql",{"type":56,"value":3746},{"type":45,"tag":51,"props":9061,"children":9063},{"className":9062},[],[9064],{"type":56,"value":9065},"…-mcp",{"type":56,"value":9067},").",{"type":45,"tag":79,"props":9069,"children":9071},{"id":9070},"_10-cross-references",[9072],{"type":56,"value":9073},"§10. Cross-references",{"type":45,"tag":2721,"props":9075,"children":9076},{},[9077,9093,9122],{"type":45,"tag":2725,"props":9078,"children":9079},{},[9080,9091],{"type":45,"tag":9081,"props":9082,"children":9084},"a",{"href":9083},".\u002FREADME.md",[9085],{"type":45,"tag":51,"props":9086,"children":9088},{"className":9087},[],[9089],{"type":56,"value":9090},"README.md",{"type":56,"value":9092}," — conceptual overview, configuration reference",{"type":45,"tag":2725,"props":9094,"children":9095},{},[9096,9106,9108,9114,9115,9121],{"type":45,"tag":9081,"props":9097,"children":9099},{"href":9098},"..\u002F..\u002Fexamples\u002Fexecutor-tools\u002F",[9100],{"type":45,"tag":51,"props":9101,"children":9103},{"className":9102},[],[9104],{"type":56,"value":9105},"examples\u002Fexecutor-tools\u002F",{"type":56,"value":9107}," — runnable\nend-to-end examples (",{"type":45,"tag":51,"props":9109,"children":9111},{"className":9110},[],[9112],{"type":56,"value":9113},"inline-tools.ts",{"type":56,"value":3746},{"type":45,"tag":51,"props":9116,"children":9118},{"className":9117},[],[9119],{"type":56,"value":9120},"multi-turn-discovery.ts",{"type":56,"value":428},{"type":45,"tag":2725,"props":9123,"children":9124},{},[9125,9136],{"type":45,"tag":9081,"props":9126,"children":9130},{"href":9127,"rel":9128},"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@executor-js\u002Fsdk",[9129],"nofollow",[9131],{"type":45,"tag":51,"props":9132,"children":9134},{"className":9133},[],[9135],{"type":56,"value":2888},{"type":56,"value":9137}," —\nupstream SDK whose plugins drive discovery",{"type":45,"tag":9139,"props":9140,"children":9141},"style",{},[9142],{"type":56,"value":9143},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":9145,"total":9310},[9146,9162,9174,9186,9199,9216,9228,9241,9254,9267,9277,9295],{"slug":9147,"name":9147,"fn":9148,"description":9149,"org":9150,"tags":9151,"stars":9159,"repoUrl":9160,"updatedAt":9161},"agent-browser","automate browser interactions for AI agents","Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to \"open a website\", \"fill out a form\", \"click a button\", \"take a screenshot\", \"scrape data from a page\", \"test this web app\", \"login to a site\", \"automate browser actions\", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9152,9155,9156],{"name":9153,"slug":9154,"type":15},"Agents","agents",{"name":17,"slug":18,"type":15},{"name":9157,"slug":9158,"type":15},"Browser Automation","browser-automation",38346,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-browser","2026-07-20T05:55:17.314329",{"slug":9163,"name":9163,"fn":9164,"description":9165,"org":9166,"tags":9167,"stars":9159,"repoUrl":9160,"updatedAt":9173},"agentcore","run browser automation on AWS Bedrock","Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS infrastructure. Triggers include \"use agentcore\", \"run on AWS\", \"cloud browser with AWS\", \"bedrock browser\", \"agentcore session\", or any task requiring AWS-hosted browser automation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9168,9169,9172],{"name":17,"slug":18,"type":15},{"name":9170,"slug":9171,"type":15},"AWS","aws",{"name":9157,"slug":9158,"type":15},"2026-07-17T06:08:33.665276",{"slug":9175,"name":9175,"fn":9176,"description":9177,"org":9178,"tags":9179,"stars":9159,"repoUrl":9160,"updatedAt":9185},"core","navigate and interact with web pages","Core agent-browser usage guide. Read this before running any agent-browser commands. Covers the snapshot-and-ref workflow, navigating pages, interacting with elements (click, fill, type, select), extracting text and data, taking screenshots, managing tabs, handling forms and auth, waiting for content, running multiple browser sessions in parallel, and troubleshooting common failures. Use when the user asks to interact with a website, fill a form, click something, extract data, take a screenshot, log into a site, test a web app, or automate any browser task.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9180,9181,9182],{"name":9153,"slug":9154,"type":15},{"name":9157,"slug":9158,"type":15},{"name":9183,"slug":9184,"type":15},"Navigation","navigation","2026-07-26T05:47:42.378419",{"slug":9187,"name":9187,"fn":9188,"description":9189,"org":9190,"tags":9191,"stars":9159,"repoUrl":9160,"updatedAt":9198},"derive-client","reverse engineer internal APIs from browser traffic","Reverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a standalone client or CLI that calls the endpoints directly, with no browser needed after the first recording. Use when asked to \"derive a client\", \"build a CLI for \u003Csite>\", \"reverse engineer this site's API\", \"record network requests\", \"turn this site into an API\", or when the same site will be automated repeatedly and direct HTTP calls would beat driving the browser every time.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9192,9193,9194,9195],{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},{"name":9157,"slug":9158,"type":15},{"name":9196,"slug":9197,"type":15},"Web Scraping","web-scraping","2026-07-20T06:24:11.928835",{"slug":9200,"name":9200,"fn":9201,"description":9202,"org":9203,"tags":9204,"stars":9159,"repoUrl":9160,"updatedAt":9215},"dogfood","perform exploratory testing on web applications","Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to \"dogfood\", \"QA\", \"exploratory test\", \"find issues\", \"bug hunt\", \"test this app\u002Fsite\u002Fplatform\", or review the quality of a web application. Produces a structured report with full reproduction evidence -- step-by-step screenshots, repro videos, and detailed repro steps for every issue -- so findings can be handed directly to the responsible teams.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9205,9206,9209,9212],{"name":9157,"slug":9158,"type":15},{"name":9207,"slug":9208,"type":15},"Debugging","debugging",{"name":9210,"slug":9211,"type":15},"QA","qa",{"name":9213,"slug":9214,"type":15},"Testing","testing","2026-07-17T06:07:41.421482",{"slug":9217,"name":9217,"fn":9218,"description":9219,"org":9220,"tags":9221,"stars":9159,"repoUrl":9160,"updatedAt":9227},"electron","automate Electron desktop applications","Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol. Use when the user needs to interact with an Electron app, automate a desktop app, connect to a running app, control a native app, or test an Electron application. Triggers include \"automate Slack app\", \"control VS Code\", \"interact with Discord app\", \"test this Electron app\", \"connect to desktop app\", or any task requiring automation of a native Electron application.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9222,9223,9224],{"name":9153,"slug":9154,"type":15},{"name":9157,"slug":9158,"type":15},{"name":9225,"slug":9226,"type":15},"Desktop","desktop","2026-07-17T06:08:28.007783",{"slug":9229,"name":9229,"fn":9230,"description":9231,"org":9232,"tags":9233,"stars":9159,"repoUrl":9160,"updatedAt":9240},"slack","interact with Slack workspaces","Interact with Slack workspaces using browser automation. Use when the user needs to check unread channels, navigate Slack, send messages, extract data, find information, search conversations, or automate any Slack task. Triggers include \"check my Slack\", \"what channels have unreads\", \"send a message to\", \"search Slack for\", \"extract from Slack\", \"find who said\", or any task requiring programmatic Slack interaction.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9234,9235,9238],{"name":9157,"slug":9158,"type":15},{"name":9236,"slug":9237,"type":15},"Messaging","messaging",{"name":9239,"slug":9229,"type":15},"Slack","2026-07-17T06:08:27.679015",{"slug":9242,"name":9242,"fn":9243,"description":9244,"org":9245,"tags":9246,"stars":9159,"repoUrl":9160,"updatedAt":9253},"vercel-sandbox","run browser automation in Vercel Sandbox","Run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app. Use when the user needs browser automation in a Vercel app (Next.js, SvelteKit, Nuxt, Remix, Astro, etc.), wants to run headless Chrome without binary size limits, needs persistent browser sessions across commands, or wants ephemeral isolated browser environments. Triggers include \"Vercel Sandbox browser\", \"microVM Chrome\", \"agent-browser in sandbox\", \"browser automation on Vercel\", or any task requiring Chrome in a Vercel Sandbox.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9247,9248,9249,9250],{"name":17,"slug":18,"type":15},{"name":9157,"slug":9158,"type":15},{"name":9213,"slug":9214,"type":15},{"name":9251,"slug":9252,"type":15},"Vercel","vercel","2026-07-17T06:08:28.349899",{"slug":9255,"name":9255,"fn":9256,"description":9257,"org":9258,"tags":9259,"stars":9264,"repoUrl":9265,"updatedAt":9266},"deploy-to-vercel","deploy applications to Vercel","Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push this live\", or \"create a preview deployment\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9260,9263],{"name":9261,"slug":9262,"type":15},"Deployment","deployment",{"name":9251,"slug":9252,"type":15},28993,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-skills","2026-07-17T06:08:41.18374",{"slug":9268,"name":9268,"fn":9269,"description":9270,"org":9271,"tags":9272,"stars":9264,"repoUrl":9265,"updatedAt":9276},"vercel-cli-with-tokens","manage Vercel projects via CLI","Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. \"deploy to vercel\", \"set up vercel\", \"add environment variables to vercel\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9273,9274,9275],{"name":20,"slug":21,"type":15},{"name":9261,"slug":9262,"type":15},{"name":9251,"slug":9252,"type":15},"2026-07-17T06:08:41.84179",{"slug":9278,"name":9278,"fn":9279,"description":9280,"org":9281,"tags":9282,"stars":9264,"repoUrl":9265,"updatedAt":9294},"vercel-composition-patterns","implement scalable React composition patterns","React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9283,9286,9289,9291],{"name":9284,"slug":9285,"type":15},"Best Practices","best-practices",{"name":9287,"slug":9288,"type":15},"Frontend","frontend",{"name":9290,"slug":6494,"type":15},"React",{"name":9292,"slug":9293,"type":15},"UI Components","ui-components","2026-07-17T06:05:40.576913",{"slug":9296,"name":9296,"fn":9297,"description":9298,"org":9299,"tags":9300,"stars":9264,"repoUrl":9265,"updatedAt":9309},"vercel-optimize","optimize Vercel project performance and costs","Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel\u002Fframework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core Web Vitals, Bot Management, Fluid compute, or cost breakdown requests.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9301,9304,9305,9308],{"name":9302,"slug":9303,"type":15},"Cost Optimization","cost-optimization",{"name":9261,"slug":9262,"type":15},{"name":9306,"slug":9307,"type":15},"Performance","performance",{"name":9251,"slug":9252,"type":15},"2026-07-17T06:04:08.327515",100,{"items":9312,"total":134},[9313],{"slug":4,"name":4,"fn":5,"description":6,"org":9314,"tags":9315,"stars":28,"repoUrl":29,"updatedAt":30},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[9316,9317,9318,9319,9320],{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"name":26,"slug":27,"type":15}]