Files
github-spec-kit/docs/reference/workflows.md
Huy Do affbf5ead5 feat(workflows): add from_json expression filter (#2961)
* feat(workflows): add from_json expression filter

Step outputs captured as strings could never become typed values in
templates - the filter set was default/join/map/contains only, so e.g.
a fan-out items: could never consume a step's JSON stdout. Add an
arg-less from_json pipe filter with parse-or-raise semantics: invalid
JSON or non-string input raises a clear ValueError rather than passing
through silently.

Fixes #2960

* fix(expressions): make from_json strict — reject any arguments

Address review (#2961): from_json('x') and from_json() previously fell through to a silent passthrough of the unparsed value. Reject any parenthesized form with a clear error so mis-wired templates fail loudly. Rename test to ...parses_object (JSON under test is an object) and add coverage for the strict no-arguments behavior.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs(workflows): document the from_json expression filter

Address Copilot review: the user-facing filter references omitted the
newly added `from_json` filter. Add it to the ARCHITECTURE.md filter table
(with the `{{ steps.emit.output.stdout | from_json }}` example) and to the
filter enumerations in workflows/README.md and docs/reference/workflows.md
so the docs match the evaluator's capabilities.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(workflows): make from_json strictness reject trailing tokens; fix docstring

Address Copilot review:
- Strictness only rejected parenthesized forms, so typos like
  `| from_json)` or `| from_json extra` still fell through to the
  unknown-filter path and silently returned the unparsed value. Match on
  the leading filter token and require the whole filter to be exactly
  `from_json`, so every mis-wired form raises. Extend the rejection test to
  cover the trailing-token cases.
- The module docstring claimed "no imports", which is misleading now that
  the module imports `json`. Reword to state the actual sandbox guarantee:
  templates cannot do file I/O, import modules, or run arbitrary code.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-06-17 13:43:26 -05:00

10 KiB

Workflows

Workflows automate multi-step Spec-Driven Development processes — chaining commands, prompts, shell steps, and human checkpoints into repeatable sequences. They support conditional logic, loops, fan-out/fan-in, and can be paused and resumed from the exact point of interruption.

Run a Workflow

specify workflow run <source>
Option Description
-i / --input Pass input values as key=value (repeatable)
--json Emit the run outcome as a single JSON object

Runs a workflow from a catalog ID, URL, or local file path. Inputs declared by the workflow can be provided via --input or will be prompted interactively.

Example:

specify workflow run speckit -i spec="Build a kanban board with drag-and-drop task management" -i scope=full

With --json, a single machine-readable object is printed instead of formatted text (the default output is unchanged when the flag is omitted):

specify workflow run my-pipeline.yml --json
{
  "run_id": "662bf791",
  "workflow_id": "build-and-review",
  "status": "paused",
  "current_step_id": "review",
  "current_step_index": 0
}

workflow_id is the workflow.id declared inside the YAML, not the file name. The object is printed exactly as shown — pretty-printed with two-space indentation, on plain stdout with no Rich markup — so it always parses. While the workflow runs under --json, any progress a step would print (for example a gate prompt, or output from a prompt step's CLI subprocess) is redirected to stderr, so stdout carries only the JSON object. Read the object from stdout; leave stderr attached to the terminal or capture it separately.

Note: Most workflow commands require a project already initialized with specify init. The exception is specify workflow run <local-file.{yml,yaml}>, which can run outside a project; in that case, run state is stored under the current directory's .specify/workflows/runs/<run_id>/.

Resume a Workflow

specify workflow resume <run_id>
Option Description
-i / --input Updated input values as key=value (repeatable)
--json Emit the resume outcome as a single JSON object

Resumes a paused or failed workflow run from the exact step where it stopped. Useful after responding to a gate step or fixing an issue that caused a failure.

Supplied --input values are merged over the run's stored inputs and re-validated against the workflow's input types, then the blocked step is re-run with the updated values. This lets a run continue with information that only became available after it paused, or with a corrected value after a failure:

specify workflow resume <run_id> --input cmd="exit 0"

Workflow Status

specify workflow status [<run_id>]
Option Description
--json Emit run status (or the runs list) as a JSON object

Shows the status of a specific run, or lists all runs if no ID is given. Run states: created, running, completed, paused, failed, aborted.

List Installed Workflows

specify workflow list

Lists workflows installed in the current project.

Install a Workflow

specify workflow add <source>

Installs a workflow from the catalog, a URL (HTTPS required), or a local file path.

Remove a Workflow

specify workflow remove <workflow_id>

Removes an installed workflow from the project.

Search Available Workflows

specify workflow search [query]
Option Description
--tag Filter by tag

Searches all active catalogs for workflows matching the query.

Workflow Info

specify workflow info <workflow_id>

Shows detailed information about a workflow, including its steps, inputs, and requirements.

Catalog Management

Workflow catalogs control where search and add look for workflows. Catalogs are checked in priority order.

List Catalogs

specify workflow catalog list

Shows all active catalog sources.

Add a Catalog

specify workflow catalog add <url>
Option Description
--name <name> Optional name for the catalog

Adds a custom catalog URL to the project's .specify/workflow-catalogs.yml.

Remove a Catalog

specify workflow catalog remove <index>

Removes a catalog by its index in the catalog list.

Catalog Resolution Order

Catalogs are resolved in this order (first match wins):

  1. Environment variableSPECKIT_WORKFLOW_CATALOG_URL overrides all catalogs
  2. Project config.specify/workflow-catalogs.yml
  3. User config~/.specify/workflow-catalogs.yml
  4. Built-in defaults — official catalog + community catalog

Workflow Definition

Workflows are defined in YAML files. Here is the built-in Full SDD Cycle workflow that ships with Spec Kit:

schema_version: "1.0"
workflow:
  id: "speckit"
  name: "Full SDD Cycle"
  version: "1.0.0"
  author: "GitHub"
  description: "Runs specify → plan → tasks → implement with review gates"

requires:
  speckit_version: ">=0.7.2"
  integrations:
    any: ["copilot", "claude", "gemini"]

inputs:
  spec:
    type: string
    required: true
    prompt: "Describe what you want to build"
  integration:
    type: string
    default: "copilot"
    prompt: "Integration to use (e.g. claude, copilot, gemini)"
  scope:
    type: string
    default: "full"
    enum: ["full", "backend-only", "frontend-only"]

steps:
  - id: specify
    command: speckit.specify
    integration: "{{ inputs.integration }}"
    input:
      args: "{{ inputs.spec }}"

  - id: review-spec
    type: gate
    message: "Review the generated spec before planning."
    options: [approve, reject]
    on_reject: abort

  - id: plan
    command: speckit.plan
    integration: "{{ inputs.integration }}"
    input:
      args: "{{ inputs.spec }}"

  - id: review-plan
    type: gate
    message: "Review the plan before generating tasks."
    options: [approve, reject]
    on_reject: abort

  - id: tasks
    command: speckit.tasks
    integration: "{{ inputs.integration }}"
    input:
      args: "{{ inputs.spec }}"

  - id: implement
    command: speckit.implement
    integration: "{{ inputs.integration }}"
    input:
      args: "{{ inputs.spec }}"

This produces the following execution flow:

flowchart TB
    A["specify<br/>(command)"] --> B{"review-spec<br/>(gate)"}
    B -- approve --> C["plan<br/>(command)"]
    B -- reject --> X1["⏹ Abort"]
    C --> D{"review-plan<br/>(gate)"}
    D -- approve --> E["tasks<br/>(command)"]
    D -- reject --> X2["⏹ Abort"]
    E --> F["implement<br/>(command)"]

    style A fill:#49a,color:#fff
    style B fill:#a94,color:#fff
    style C fill:#49a,color:#fff
    style D fill:#a94,color:#fff
    style E fill:#49a,color:#fff
    style F fill:#49a,color:#fff
    style X1 fill:#999,color:#fff
    style X2 fill:#999,color:#fff

Run it with:

specify workflow run speckit -i spec="Build a kanban board with drag-and-drop task management"

Step Types

Type Purpose
command Invoke a Spec Kit command (e.g., speckit.plan)
prompt Send an arbitrary prompt to the AI coding agent
shell Execute a shell command and capture output
gate Pause for human approval before continuing
if Conditional branching (then/else)
switch Multi-branch dispatch on an expression
while Loop while a condition is true
do-while Execute at least once, then loop on condition
fan-out Dispatch a step for each item in a list
fan-in Aggregate results from a fan-out step

Expressions

Steps can reference inputs and previous step outputs using {{ expression }} syntax:

Namespace Description
inputs.spec Workflow input values
steps.specify.output.file Output from a previous step
item Current item in a fan-out iteration

Available filters: default, join, contains, map, from_json.

Example:

condition: "{{ steps.test.output.exit_code == 0 }}"
args: "{{ inputs.spec }}"
message: "{{ status | default('pending') }}"

Input Types

Type Coercion
string Pass-through
number "42"42, "3.14"3.14
boolean "true" / "1" / "yes"True

State and Resume

Each workflow run persists its state at .specify/workflows/runs/<run_id>/:

  • state.json — current run state and step progress
  • inputs.json — resolved input values
  • log.jsonl — step-by-step execution log

This enables specify workflow resume to continue from the exact step where a run was paused (e.g., at a gate) or failed.

FAQ

What happens when a workflow hits a gate step?

The workflow pauses and waits for human input. Run specify workflow resume <run_id> after reviewing to continue.

Can I run the same workflow multiple times?

Yes. Each run gets a unique ID and its own state directory. Use specify workflow status to see all runs.

Who maintains workflows?

Most workflows are independently created and maintained by their respective authors. The Spec Kit maintainers do not review, audit, endorse, or support workflow code. Review a workflow's source before installing and use at your own discretion.