name: onboard description: Analyze project intelligence files and bootstrap SubFrame's STRUCTURE.json, PROJECT_NOTES.md, and initial sub-tasks from existing codebase context. disable-model-invocation: false argument-hint: [--dry-run] allowed-tools: Bash, Read, Write, Glob, Grep

SubFrame Onboard

Analyze an existing project and bootstrap SubFrame-compatible output files: .subframe/STRUCTURE.json, .subframe/PROJECT_NOTES.md, and initial sub-tasks.

Dynamic Context

Root directory listing: !ls -la

Package manifest: !cat package.json 2>/dev/null || cat pyproject.toml 2>/dev/null || cat Cargo.toml 2>/dev/null || echo "No package manifest found"

Project overview: !head -100 README.md 2>/dev/null || echo "No README found"

AI configuration (Claude): !head -50 CLAUDE.md 2>/dev/null || echo "No CLAUDE.md found"

AI configuration (Gemini): !head -50 GEMINI.md 2>/dev/null || echo "No GEMINI.md found"

Source file survey: !find . -maxdepth 2 -name "*.ts" -o -name "*.tsx" -o -name "*.py" -o -name "*.rs" -o -name "*.go" -o -name "*.java" -o -name "*.rb" 2>/dev/null | head -50

Existing SubFrame state: !cat .subframe/STRUCTURE.json 2>/dev/null || echo "No STRUCTURE.json yet"

Instructions

Argument: `$ARGUMENTS`

Dry-Run Mode

If `$ARGUMENTS` contains `--dry-run`, do not write any files. Instead, show the full output that would be written for each file, clearly labeled with the target path. Then stop.

Step 1: Analyze the Project

Using the gathered dynamic context, determine:

1. Project type — What kind of project is this? (web app, CLI tool, library, monorepo, etc.)
2. Language and framework — Primary language, framework, and build tooling
3. Architecture — Entry points, module structure, process model (single, client-server, microservices, etc.)
4. Key modules — Identify the most important source files and their purposes (scan up to 3 directory levels deep)
5. Existing documentation — What context already exists in README, CLAUDE.md, GEMINI.md, or other docs?
6. Dependencies — Key runtime and dev dependencies from the package manifest

Step 2: Generate STRUCTURE.json

Build a SubFrame-compatible `STRUCTURE.json` following this schema:

```json { "version": "1.0", "description": "<project-name> - Module structure and communication map", "lastUpdated": "<YYYY-MM-DD>", "architecture": { "type": "<project-type>", "entryPoint": "<main-entry-file>", "notes": "<brief architecture description>" }, "modules": { "<module-key>": { "file": "<relative-path>", "description": "<what this module does>", "exports": ["<exported-function-or-class>"], "depends": ["<dependency-module-key>"], "functions": { "<function-name>": { "line": 0, "params": ["<param>"], "purpose": "<what it does>" } }, "loc": 0 } }, "conventions": { "naming": "<file/variable naming conventions observed>", "patterns": "<architectural patterns used (MVC, hooks, modules, etc.)>" } } ```

Rules:

• If a `STRUCTURE.json` already exists, merge new data into it. Do not overwrite user-supplied descriptions or manually curated content. Only fill in empty fields and add newly discovered modules.
• If no `STRUCTURE.json` exists, create a fresh one.
• Scan source files to populate the `modules` section. For each module, read the first ~50 lines to identify exports and purpose.
• Set `lastUpdated` to today's date.

Step 3: Generate PROJECT_NOTES.md

Build a SubFrame-compatible `PROJECT_NOTES.md` following this structure:

```markdown

<Project Name> - Project Documentation

Project Vision

Problem: <What problem does this project solve?> Solution: <Brief description of the solution> Target User: <Who is this for?>

Project Summary

<1-2 paragraph summary of the project, its purpose, and current state.>

Tech Stack

Core

• <Technology> (<version>): <Why it's used>

Why These Technologies?

• <Technology>: <Rationale>

Architecture

<Description of the project's architecture, module layout, and data flow.>

Key Decisions

Session Notes

<Empty section — to be filled during future development sessions.> ```

Rules:

• If a `PROJECT_NOTES.md` already exists, do not overwrite it. Instead, show a diff of suggested additions and ask the user before applying changes.
• If no `PROJECT_NOTES.md` exists, create a fresh one from the template above.
• Fill in as much detail as the codebase context allows. Leave sections with `<placeholder>` text if insufficient information is available.

Step 4: Suggest Initial Sub-Tasks

Analyze the project's current state and suggest 3 to 5 initial sub-tasks. Good candidates include:

• Missing documentation that should exist
• Test coverage gaps (if a test framework is configured but few tests exist)
• TODO/FIXME comments found in the source code
• Configuration improvements (linting, formatting, CI)
• Architecture improvements visible from the structure analysis

For each suggested sub-task, show:

• Title — concise imperative description
• Description — what needs to be done and why
• Priority — `low`, `medium`, or `high`
• Category — `feature`, `fix`, `docs`, `refactor`, `test`, `chore`

Ask the user to confirm which sub-tasks to create before writing any. Then create the approved ones using the task CLI:

```bash node scripts/task.js add --title "<title>" --description "<description>" --priority <priority> --category <category> ```

If the task CLI script (`scripts/task.js`) does not exist in the target project, skip sub-task creation and inform the user that the SubFrame task CLI is not available.

Step 5: Ensure Directory Structure

Before writing any files, ensure the `.subframe/` directory and its subdirectories exist:

```bash mkdir -p .subframe/tasks ```

Step 6: Write Files

Write the generated content:

1. `.subframe/STRUCTURE.json` — the module map
2. `.subframe/PROJECT_NOTES.md` — the project documentation

Step 7: Summary

Show a summary of what was created or updated:

```

Onboard Summary

Project: <name> (<type>) Language: <primary language> + <framework>

Files Written

• `.subframe/STRUCTURE.json` — <N> modules mapped
• `.subframe/PROJECT_NOTES.md` — project documentation bootstrapped

Sub-Tasks Created

• [ST-XXX] <title> (priority, category)
• ...

Next Steps

• Review the generated files and refine descriptions
• Run `npm run structure` if available to enrich STRUCTURE.json with line numbers
• Start working on the created sub-tasks ```