Prerequisites
Before writing Mastra code, verify the relevant package is installed in the current project:
ls node_modules/mastra 2>/dev/null # CLI + project scaffolding + platform API
ls node_modules/@mastra/ 2>/dev/null # scoped packages (core, memory, rag, ...)
If the needed package is missing, install only what the task requires using the project's package manager (detect via lockfile):
# root CLI / platform (only when invoking `mastra dev`, `mastra build`, etc.)
pnpm add mastra # or: bun add mastra / npm i mastra / yarn add mastra
# scoped packages — add what you actually use
pnpm add @mastra/core @mastra/memory @mastra/rag
Do not install packages you do not yet need. Mastra is opinionated about module format — confirm TypeScript target before writing: target: ES2022, module: ES2022, moduleResolution: bundler.
Critical: Do Not Trust Internal Knowledge
Mastra evolves rapidly. Constructor signatures, exported symbol names, workflow step APIs, memory option shapes, and model-router providers shift between minor versions. Training-data recollection of Mastra APIs is likely wrong.
When working with Mastra:
- Resolve the installed version first (
node_modules/<pkg>/package.json).
- Read the SKILL.md shipped inside that version at
node_modules/<pkg>/dist/docs/SKILL.md before coding.
- Verify every constructor, export, and option against
dist/docs/references/*.md or dist/docs/assets/SOURCE_MAP.json.
- Run typecheck after every change — Mastra APIs are type-heavy and silent drift is rare.
- Never invent provider strings, plugin names, or adapter imports. Enumerate first.
- Surface deprecations to the user instead of silently picking one pattern.
If documentation cannot be found locally or remotely to back an answer, say so explicitly.
Finding Documentation
Bundled docs in node_modules/
Every Mastra package that ships documentation places it at <pkg>/dist/docs/:
node_modules/<pkg>/dist/docs/
├── SKILL.md # package overview + links
├── assets/SOURCE_MAP.json # export → source file mapping
└── references/ # one .md per topic or exported symbol
├── docs-<topic>.md # concept guides
└── reference-<symbol>.md # API reference
Packages confirmed to ship dist/docs/ (v1.6.2 / core 1.27.0 as of 2026-04):
| Package |
What it covers |
mastra |
CLI commands (mastra dev, mastra build), platform REST API |
@mastra/core |
Mastra, Agent, createTool, createWorkflow, createStep, processors, guardrails, browser/editor |
@mastra/memory |
Memory, threads, working memory, semantic recall, storage |
@mastra/rag |
MDocument, chunking, embeddings, retrieval, GraphRAG, rerankers |
@mastra/evals |
Scorers, datasets, experiments, CI harness |
@mastra/deployer, @mastra/server |
Build / deploy / serve Mastra projects |
@mastra/pg, @mastra/libsql, @mastra/mcp |
Storage adapters, MCP server integration |
See references/packages.md for purpose + SKILL path per package, plus which packages currently lack bundled docs (remote-only).
Canonical lookup flow
# 1. Start from the overview shipped with the installed version
cat node_modules/@mastra/core/dist/docs/SKILL.md
# 2. Grep references/ for the topic or symbol
grep -rli "Agent" node_modules/@mastra/core/dist/docs/references/
grep -rli "createWorkflow" node_modules/@mastra/core/dist/docs/references/
# 3. Resolve an exported symbol back to its type definition
cat node_modules/@mastra/core/dist/docs/assets/SOURCE_MAP.json | jq '."Agent"'
cat node_modules/@mastra/core/dist/<path-from-source-map>
Remote fallbacks
If the package is not installed, or a doc is missing from dist/docs/:
https://mastra.ai/llms.txt — index of current docs (fetch and grep).
https://mastra.ai/docs/ — full documentation site.
- The
@mastra/mcp-docs-server MCP server (configured by this plugin in plugin.json) — returns the same docs over MCP tool calls.
Remote docs track main and may be ahead of the installed version; always prefer bundled docs when both are available.
Mastra Package Map
Concise map of what each package exports and where its docs live. Full table with docs paths and verification notes: references/packages.md.
| Need |
Package |
Typical import |
Mastra, Agent, createTool, createWorkflow, createStep |
@mastra/core |
@mastra/core, @mastra/core/agent, @mastra/core/workflows, @mastra/core/tools |
| Threads, working memory, semantic recall |
@mastra/memory |
@mastra/memory |
| RAG pipeline — chunk, embed, retrieve, rerank |
@mastra/rag |
@mastra/rag |
| Scorers, datasets, experiments |
@mastra/evals |
@mastra/evals |
| Postgres / LibSQL storage + vectors |
@mastra/pg, @mastra/libsql |
@mastra/pg, @mastra/libsql |
| MCP server integration |
@mastra/mcp |
@mastra/mcp |
| CLI + Studio + platform API |
mastra |
mastra (dev dependency for CLI; runtime for platform clients) |
| Build & deploy |
@mastra/deployer, @mastra/server |
usually only invoked via CLI |
Building Agents & Workflows
Concise recipes — each one ends with "verify against dist/docs/ before shipping": references/agents-and-workflows.md.
Rules of thumb:
- Agent vs Workflow. Use
Agent for open-ended tasks (research, chat, triage). Use createWorkflow + createStep for deterministic pipelines with a fixed shape and explicit state.
- Register everything on
Mastra. Tools, agents, workflows, storage, and logger all hang off a single Mastra instance. Passing tools to an agent without also registering them on Mastra is a common bug.
- Model strings. Always
provider/model (e.g. openai/gpt-5.4, anthropic/claude-sonnet-4-5). Never bare model IDs. The provider-registry script shipped with the existing mastra skill (plugins/mastra/.agents/skills/mastra/scripts/provider-registry.mjs) enumerates valid provider keys and current model names — run it before generating code that references a model.
.commit() is required on workflows. Forgetting it is the #1 cause of Cannot read property 'then' of undefined.
threadId + resourceId must be stable across turns for memory to persist.
- Typecheck after every change:
pnpm tsc --noEmit (or bun tsc --noEmit, npm run typecheck).
When Typecheck or Runtime Fails
Before searching source code, grep references/common-errors.md for the failing symptom. It indexes the most frequent Mastra failure modes (ESM/CJS mismatch, tools registered but not called, memory without storage, semantic recall without a vector store, workflow missing .commit(), invalid model string, wrong threadId) against the canonical fix.
If the symptom is not listed:
# resolve the error string inside installed source
rg -n "error string fragment" node_modules/@mastra/core/dist
rg -n "error string fragment" node_modules/@mastra/<subpkg>/dist
Relationship to the mastra skill
This plugin ships a separate, richer primer at plugins/mastra/.agents/skills/mastra/SKILL.md (v2.0.0, sourced from mastra-ai/skills). That skill is a framework primer — concepts, doc-lookup strategy, upgrade guides, migration notes, extensive common-errors coverage.
use-mastra is the task-triggered workflow skill — concise, trigger-heavy, focused on redirecting agents to version-accurate dist/docs/ and stopping training-data hallucinations. The two are complementary; Claude Code will auto-activate whichever matches the task framing.
When in doubt, read the primer first (plugins/mastra/.agents/skills/mastra/SKILL.md) and use this skill's references for quick per-package lookup paths and concise recipes.
References
references/packages.md — every Mastra package, its purpose, and the exact dist/docs/ path to read
references/agents-and-workflows.md — canonical recipes: agent with tools + memory, workflow with steps, Mastra-instance registration
references/common-errors.md — symptom → cause → fix for the most frequent Mastra failures
1---2name: use-mastra3description: Answer questions about the Mastra AI framework and help build agents, workflows, tools, memory, and RAG features. Use when developers: (1) ask about Mastra APIs like `Mastra`, `Agent`, `createWorkflow`, `createTool`, `createStep`, `Memory`, or run the `mastra` CLI; (2) wire up agents, workflows, or step-based orchestration; (3) integrate `@mastra/*` packages (`@mastra/core`, `@mastra/memory`, `@mastra/rag`, `@mastra/evals`, `@mastra/deployer`, `@mastra/server`, `@mastra/pg`, `@mastra/libsql`, `@mastra/mcp`); (4) debug TypeScript errors from Mastra APIs or model-router strings. Triggers on: "Mastra", "@mastra/core", "mastra agent", "mastra workflow", "createWorkflow", "createTool", "createStep", "mastra memory", "semantic recall", "mastra rag", "mastra deployer", "mastra evals", "mastra studio", "provider/model".4---56## Prerequisites78Before writing Mastra code, verify the relevant package is installed in the current project:910```bash11ls node_modules/mastra 2>/dev/null # CLI + project scaffolding + platform API12ls node_modules/@mastra/ 2>/dev/null # scoped packages (core, memory, rag, ...)13```1415If the needed package is missing, install **only** what the task requires using the project's package manager (detect via lockfile):1617```bash18# root CLI / platform (only when invoking `mastra dev`, `mastra build`, etc.)19pnpm add mastra # or: bun add mastra / npm i mastra / yarn add mastra2021# scoped packages — add what you actually use22pnpm add @mastra/core @mastra/memory @mastra/rag23```2425Do not install packages you do not yet need. Mastra is opinionated about module format — confirm TypeScript target before writing: `target: ES2022`, `module: ES2022`, `moduleResolution: bundler`.2627## Critical: Do Not Trust Internal Knowledge2829Mastra evolves rapidly. Constructor signatures, exported symbol names, workflow step APIs, memory option shapes, and model-router providers shift between minor versions. Training-data recollection of Mastra APIs is likely wrong.3031When working with Mastra:32331. Resolve the installed version first (`node_modules/<pkg>/package.json`).342. Read the SKILL.md shipped *inside that version* at `node_modules/<pkg>/dist/docs/SKILL.md` before coding.353. Verify every constructor, export, and option against `dist/docs/references/*.md` or `dist/docs/assets/SOURCE_MAP.json`.364. Run typecheck after every change — Mastra APIs are type-heavy and silent drift is rare.375. Never invent provider strings, plugin names, or adapter imports. Enumerate first.386. Surface deprecations to the user instead of silently picking one pattern.3940If documentation cannot be found locally or remotely to back an answer, say so explicitly.4142## Finding Documentation4344### Bundled docs in `node_modules/`4546Every Mastra package that ships documentation places it at `<pkg>/dist/docs/`:4748```49node_modules/<pkg>/dist/docs/50├── SKILL.md # package overview + links51├── assets/SOURCE_MAP.json # export → source file mapping52└── references/ # one .md per topic or exported symbol53 ├── docs-<topic>.md # concept guides54 └── reference-<symbol>.md # API reference55```5657Packages confirmed to ship `dist/docs/` (v1.6.2 / core 1.27.0 as of 2026-04):5859| Package | What it covers |60| --- | --- |61| `mastra` | CLI commands (`mastra dev`, `mastra build`), platform REST API |62| `@mastra/core` | `Mastra`, `Agent`, `createTool`, `createWorkflow`, `createStep`, processors, guardrails, browser/editor |63| `@mastra/memory` | `Memory`, threads, working memory, semantic recall, storage |64| `@mastra/rag` | `MDocument`, chunking, embeddings, retrieval, GraphRAG, rerankers |65| `@mastra/evals` | Scorers, datasets, experiments, CI harness |66| `@mastra/deployer`, `@mastra/server` | Build / deploy / serve Mastra projects |67| `@mastra/pg`, `@mastra/libsql`, `@mastra/mcp` | Storage adapters, MCP server integration |6869See [`references/packages.md`](references/packages.md) for purpose + SKILL path per package, plus which packages currently lack bundled docs (remote-only).7071### Canonical lookup flow7273```bash74# 1. Start from the overview shipped with the installed version75cat node_modules/@mastra/core/dist/docs/SKILL.md7677# 2. Grep references/ for the topic or symbol78grep -rli "Agent" node_modules/@mastra/core/dist/docs/references/79grep -rli "createWorkflow" node_modules/@mastra/core/dist/docs/references/8081# 3. Resolve an exported symbol back to its type definition82cat node_modules/@mastra/core/dist/docs/assets/SOURCE_MAP.json | jq '."Agent"'83cat node_modules/@mastra/core/dist/<path-from-source-map>84```8586### Remote fallbacks8788If the package is not installed, or a doc is missing from `dist/docs/`:89901. `https://mastra.ai/llms.txt` — index of current docs (fetch and grep).912. `https://mastra.ai/docs/` — full documentation site.923. The `@mastra/mcp-docs-server` MCP server (configured by this plugin in `plugin.json`) — returns the same docs over MCP tool calls.9394Remote docs track `main` and may be ahead of the installed version; always prefer bundled docs when both are available.9596## Mastra Package Map9798Concise map of what each package exports and where its docs live. Full table with docs paths and verification notes: [`references/packages.md`](references/packages.md).99100| Need | Package | Typical import |101| --- | --- | --- |102| `Mastra`, `Agent`, `createTool`, `createWorkflow`, `createStep` | `@mastra/core` | `@mastra/core`, `@mastra/core/agent`, `@mastra/core/workflows`, `@mastra/core/tools` |103| Threads, working memory, semantic recall | `@mastra/memory` | `@mastra/memory` |104| RAG pipeline — chunk, embed, retrieve, rerank | `@mastra/rag` | `@mastra/rag` |105| Scorers, datasets, experiments | `@mastra/evals` | `@mastra/evals` |106| Postgres / LibSQL storage + vectors | `@mastra/pg`, `@mastra/libsql` | `@mastra/pg`, `@mastra/libsql` |107| MCP server integration | `@mastra/mcp` | `@mastra/mcp` |108| CLI + Studio + platform API | `mastra` | `mastra` (dev dependency for CLI; runtime for platform clients) |109| Build & deploy | `@mastra/deployer`, `@mastra/server` | usually only invoked via CLI |110111## Building Agents & Workflows112113Concise recipes — each one ends with "verify against `dist/docs/` before shipping": [`references/agents-and-workflows.md`](references/agents-and-workflows.md).114115Rules of thumb:116117- **Agent vs Workflow.** Use `Agent` for open-ended tasks (research, chat, triage). Use `createWorkflow` + `createStep` for deterministic pipelines with a fixed shape and explicit state.118- **Register everything on `Mastra`.** Tools, agents, workflows, storage, and logger all hang off a single `Mastra` instance. Passing tools to an agent without also registering them on `Mastra` is a common bug.119- **Model strings.** Always `provider/model` (e.g. `openai/gpt-5.4`, `anthropic/claude-sonnet-4-5`). Never bare model IDs. The provider-registry script shipped with the existing `mastra` skill (`plugins/mastra/.agents/skills/mastra/scripts/provider-registry.mjs`) enumerates valid provider keys and current model names — run it before generating code that references a model.120- **`.commit()`** is required on workflows. Forgetting it is the #1 cause of `Cannot read property 'then' of undefined`.121- **`threadId` + `resourceId`** must be stable across turns for memory to persist.122- **Typecheck** after every change: `pnpm tsc --noEmit` (or `bun tsc --noEmit`, `npm run typecheck`).123124## When Typecheck or Runtime Fails125126Before searching source code, grep [`references/common-errors.md`](references/common-errors.md) for the failing symptom. It indexes the most frequent Mastra failure modes (ESM/CJS mismatch, tools registered but not called, memory without storage, semantic recall without a vector store, workflow missing `.commit()`, invalid model string, wrong `threadId`) against the canonical fix.127128If the symptom is not listed:129130```bash131# resolve the error string inside installed source132rg -n "error string fragment" node_modules/@mastra/core/dist133rg -n "error string fragment" node_modules/@mastra/<subpkg>/dist134```135136## Relationship to the `mastra` skill137138This plugin ships a separate, richer primer at `plugins/mastra/.agents/skills/mastra/SKILL.md` (v2.0.0, sourced from `mastra-ai/skills`). That skill is a **framework primer** — concepts, doc-lookup strategy, upgrade guides, migration notes, extensive common-errors coverage.139140`use-mastra` is the **task-triggered workflow skill** — concise, trigger-heavy, focused on redirecting agents to version-accurate `dist/docs/` and stopping training-data hallucinations. The two are complementary; Claude Code will auto-activate whichever matches the task framing.141142When in doubt, read the primer first (`plugins/mastra/.agents/skills/mastra/SKILL.md`) and use this skill's references for quick per-package lookup paths and concise recipes.143144## References145146- [`references/packages.md`](references/packages.md) — every Mastra package, its purpose, and the exact `dist/docs/` path to read147- [`references/agents-and-workflows.md`](references/agents-and-workflows.md) — canonical recipes: agent with tools + memory, workflow with steps, Mastra-instance registration148- [`references/common-errors.md`](references/common-errors.md) — symptom → cause → fix for the most frequent Mastra failures