swamp-extension

name

swamp-extension

description

Create, test, and develop swamp extensions — models, vaults, drivers, datastores, and reports. Covers Zod schemas, smoke testing, manifest.yaml, and the quality scorecard. Do NOT use for running existing models (swamp-model), using vaults (swamp-vault), workflows (swamp-workflow), debugging (swamp-troubleshooting), or publishing (swamp-extension-publish). Triggers on "create model", "custom model", "extension model", "zod schema", "build integration", "extensions/models", "implement model", "smoke test extension", "test extension", "manifest.yaml", "custom vault", "VaultProvider", "extensions/vaults", "custom driver", "ExecutionDriver", "extensions/drivers", "custom datastore", "DatastoreProvider", "extensions/datastores", "create report extension", "extensions/reports", "quality score", "scorecard", "improve my extension", "extension quality", "rubric", "fast-check", "extension grade", "symbols-docs".

Swamp Extension

Create TypeScript extensions that swamp loads at startup. Five extension types share the same workflow: implement an interface, register in a manifest, publish via swamp-extension-publish.

Determine Extension Type

User intent	Type	Export	Location
New data source, API integration, automation	Model	export const model	extensions/models/*.ts
Custom secret backend (HashiCorp Vault, 1P, …)	Vault	export const vault	extensions/vaults/*/mod.ts
Control where/how model methods execute	Driver	export const driver	extensions/drivers/*/mod.ts
Custom storage backend (GCS, DB, …)	Datastore	export const datastore	extensions/datastores/*/mod.ts
Repeatable analysis of model/workflow output	Report	export const report	extensions/reports/*.ts

Before Creating an Extension

1. swamp model type search <query> / swamp extension search <query> — does a built-in or community extension already cover it? Use it. Stop.
2. Trusted collectives (@swamp/*, @si/*, membership collectives) auto-resolve on first use — swamp extension trust list shows which.
3. For local or private extensions, use swamp extension source add <path>.
4. Only create a new extension if nothing fits.

Never use command/shell to wrap service integrations — build a dedicated model.

Choosing a Collective Name

Run swamp auth whoami --json to see available collectives. If multiple are returned, always ask the user which one to use. Use @collective/name from the start — placeholder prefixes like @local/ are rejected during push.

Quick Reference

Task	Command/Action
Search community	swamp extension search <query> --json
Verify registration	swamp model type search --json
Verify it loads	swamp doctor extensions --json
Inspect catalog	swamp doctor extensions --verbose
Repair stale state	swamp doctor extensions --repair
Next version	swamp extension version --manifest m.yaml -j
Create manifest	Create manifest.yaml with extension entries
Format extension	swamp extension fmt manifest.yaml --json
Check formatting	swamp extension fmt manifest.yaml --check -j
Quality score	swamp extension quality manifest.yaml --json
Dry-run push	swamp extension push manifest.yaml --dry-run
Push extension	swamp extension push manifest.yaml --json

Quick Starts

Model

// extensions/models/my_model.ts
import { z } from "npm:zod@4";

const GlobalArgsSchema = z.object({
  message: z.string(),
});

const OutputSchema = z.object({
  id: z.uuid(),
  message: z.string(),
  timestamp: z.iso.datetime(),
});

export const model = {
  type: "@myorg/my-model",
  version: "2026.02.09.1",
  globalArguments: GlobalArgsSchema,
  resources: {
    "result": {
      description: "Model output data",
      schema: OutputSchema,
      lifetime: "infinite",
      garbageCollection: 10,
    },
  },
  methods: {
    run: {
      description: "Process the input message",
      arguments: z.object({}),
      execute: async (args, context) => {
        const handle = await context.writeResource("result", "main", {
          id: crypto.randomUUID(),
          message: context.globalArgs.message.toUpperCase(),
          timestamp: new Date().toISOString(),
        });
        return { dataHandles: [handle] };
      },
    },
  },
};

Vault

// extensions/vaults/my-vault/mod.ts
import { z } from "npm:zod@4";

const ConfigSchema = z.object({
  endpoint: z.string().url(),
  token: z.string(),
});

export const vault = {
  type: "@myorg/my-vault",
  name: "My Custom Vault",
  description: "Retrieves secrets from a custom backend",
  configSchema: ConfigSchema,
  createProvider: (name: string, config: Record<string, unknown>) => {
    const parsed = ConfigSchema.parse(config);
    return {
      get: async (key: string) => {
        /* fetch from backend */ return "";
      },
      put: async (key: string, value: string) => {/* store */},
      list: async () => {
        /* list keys */ return [];
      },
      getName: () => name,
    };
  },
};

Driver

// extensions/drivers/my-driver/mod.ts
import { z } from "npm:zod@4";

const ConfigSchema = z.object({
  host: z.string(),
  port: z.number().default(22),
});

export const driver = {
  type: "@myorg/my-driver",
  name: "My Custom Driver",
  description: "Executes methods on a remote host",
  configSchema: ConfigSchema,
  createDriver: (config: Record<string, unknown>) => {
    const parsed = ConfigSchema.parse(config);
    return {
      type: "@myorg/my-driver",
      execute: async (request, callbacks?) => {
        callbacks?.onLog?.(`Executing ${request.methodName} on ${parsed.host}`);
        const output = new TextEncoder().encode(
          JSON.stringify({ result: "ok" }),
        );
        return {
          status: "success" as const,
          outputs: [{
            kind: "pending" as const,
            specName: request.methodName,
            name: request.methodName,
            type: "resource" as const,
            content: output,
          }],
          logs: [],
          durationMs: 0,
        };
      },
    };
  },
};

Datastore

// extensions/datastores/my-store/mod.ts
import { z } from "npm:zod@4";

const ConfigSchema = z.object({
  endpoint: z.string().url(),
  bucket: z.string(),
});

export const datastore = {
  type: "@myorg/my-store",
  name: "My Custom Store",
  description: "Stores runtime data in a custom backend",
  configSchema: ConfigSchema,
  createProvider: (config: Record<string, unknown>) => {
    const parsed = ConfigSchema.parse(config);
    return {
      createLock: (path, opts?) => ({
        acquire: async () => {},
        release: async () => {},
        withLock: async <T>(fn: () => Promise<T>) => fn(),
        inspect: async () => null,
        forceRelease: async (_nonce: string) => false,
      }),
      createVerifier: () => ({
        verify: async () => ({
          healthy: true,
          message: "OK",
          latencyMs: 1,
          datastoreType: "@myorg/my-store",
        }),
      }),
      resolveDatastorePath: (repoDir: string) => `${repoDir}/.my-store`,
    };
  },
};

Shared Development Workflow

All extension types follow the same lifecycle:

1. Confirm nothing covers it — search built-in and community first.
2. Author the extension file — use the Quick Start above; deno check.
3. Verify registration — swamp model type search --json (models/drivers) or swamp vault status --json / swamp datastore status --json.
4. Adversarial review — see Adversarial Review Gate below.
5. Smoke test (models) — see references/model/smoke_testing.md.
6. Unit tests — colocate *_test.ts; deno test passes.
7. Version + manifest — swamp extension version, swamp extension fmt manifest.yaml --check.
8. Quality check (optional) — swamp extension quality manifest.yaml.
9. Publish — use the swamp-extension-publish skill.

Adversarial Review Gate

STOP — do not skip.

After authoring or significantly modifying extension code, and BEFORE running smoke tests or unit tests:

1. Read references/adversarial-review.md and self-review against every applicable dimension.
2. Produce the structured findings report described in that file.
3. Present the report to the user and wait for acknowledgement.

Key Rules (All Types)

1. Import: import { z } from "npm:zod@4"; — always required
2. Static imports only: Dynamic import() is rejected during push
3. Pin npm versions: Always pin — inline, via deno.json, or package.json
4. Reserved collectives: Cannot use swamp or si in the type
5. Type pattern: @collective/name (lowercase, alphanumeric, hyphens, underscores)

Discovery & Loading

Type	Location	Export name	Bundle cache
Model	extensions/models/**/*.ts	export const model	(bundled inline)
Vault	extensions/vaults/**/*.ts	export const vault	.swamp/vault-bundles/
Driver	extensions/drivers/**/*.ts	export const driver	.swamp/driver-bundles/
Datastore	extensions/datastores/**/*.ts	export const datastore	.swamp/datastore-bundles/
Report	extensions/reports/*.ts	export const report	(bundled inline)

Files ending in _test.ts are excluded. Files without the correct export are silently skipped. When a file fails to load, swamp emits swamp-warning: on stderr.

If an extension doesn't appear after creation, delete stale bundles (rm -rf .swamp/<type>-bundles/) and retry.

Quality Scorecard

Swamp Club scores published extensions against an 11-factor rubric. Maximum third-party score: 12/13 = 92% (Grade A).

Key factors: README in additionalFiles:, LICENSE file, JSDoc coverage ≥80%, explicit return types, manifest description:, repository: URL on allowlisted host.

Run swamp extension quality manifest.yaml --json for a local self-check.

See references/quality/rubric.md for the full rubric and references/quality/templates.md for manifest/README skeletons.

Model-Specific

Models have the richest API surface. For model-specific guidance:

• Model structure (fields, resources, files, methods, checks, upgrades): detailed in references/model/api.md
• Pre-flight checks: references/model/checks.md
• Execute function (context.writeResource, readResource, createFileWriter, dataRepository, extensionFile): references/model/api.md
• Factory models: multiple outputs from one spec — references/model/scenarios.md
• CRUD lifecycle: create/update/delete/sync patterns — references/model/examples.md
• Extending existing types: export const extension — references/model/api.md
• Version upgrades: references/model/upgrades.md
• Smoke testing: references/model/smoke_testing.md
• Docker execution: references/model/docker-execution.md
• Typing: references/model/typing.md
• Bundling skills: references/model/skills.md
• Examples: references/model/examples.md
• Scenarios: references/model/scenarios.md
• Troubleshooting: references/model/troubleshooting.md

Vault-Specific

• VaultProvider interface (get, put, list, getName): references/vault/api.md
• Configuration in .swamp.yaml: references/vault/api.md
• Examples: references/vault/examples.md
• Testing: references/vault/testing.md
• Troubleshooting: references/vault/troubleshooting.md

Note: createProvider takes two args: (name: string, config) — the first is the vault instance name, the second is the parsed config.

Driver-Specific

• ExecutionDriver interface (execute, initialize, shutdown): references/driver/api.md
• Resolution priority: step > job > workflow > definition > "raw" (default)
• Examples: references/driver/examples.md
• Testing: references/driver/testing.md
• Troubleshooting: references/driver/troubleshooting.md

Datastore-Specific

• DatastoreProvider interface (createLock, createVerifier, resolveDatastorePath, optional createSyncService): references/datastore/api.md
• Configuration in .swamp.yaml or SWAMP_DATASTORE env var
• Examples: references/datastore/examples.md
• Testing: references/datastore/testing.md
• Troubleshooting: references/datastore/troubleshooting.md

Report-Specific

For creating report extensions, see references/report/api.md.

Manifest Path Resolution

All extension types support the optional paths.base manifest field. Default behavior is unchanged — omit it and paths resolve relative to the configured extensions/<type>/ directory. Set paths.base: manifest for per-extension-subdir layouts. See swamp-extension-publish references/publishing.md.

CalVer Versioning

Use swamp extension version --manifest manifest.yaml --json to get the correct next version. See publishing reference.

When to Use Other Skills

Need	Use Skill
Use existing models	swamp-model
Use existing vaults	swamp-vault
Create/run workflows	swamp-workflow
Manage model data	swamp-data
Repository setup	swamp-repo
Run/configure reports	swamp-report
Publish extensions	swamp-extension-publish
Debug runtime errors	swamp-troubleshooting
Understand swamp internals	swamp-troubleshooting