
tasks
by ArvorCo
Universal AI Agent Orchestrator - Run any AI coding agent (Claude Code, Amp, OpenCode, Codex, Droid, Gemini) repeatedly until all tasks are complete
SKILL.md
name: tasks description: "Generate dependency-ordered user stories and tasks from plan. Use after creating plan. Triggers on: create tasks, generate user stories, break down implementation."
User Story & Task Generator
Generate actionable, dependency-ordered user stories from technical plans.
The Job
- Read spec.md and plan.md
- Extract user stories from spec
- Break down into implementation tasks
- Order by dependencies
- Create tasks.md with structured user stories
- Auto-convert to prd.json with routing classification
Important: tasks.md contains the actual user stories that convert to prd.json!
SpecKit Workflow
This skill is Step 3 of 5 in the Relentless workflow:
specify → plan → tasks → analyze → implement
↓
(optional: checklist)
This skill now auto-runs convert at the end, generating prd.json. Manual convert is only needed if tasks.md is edited manually. Checklist is optional but recommended for complex features.
Step 1: Locate Feature Files
Find the current feature directory and verify:
spec.mdexistsplan.mdexists- Feature directory:
relentless/features/NNN-feature/
Step 2: Load Context
Read:
relentless/constitution.md- Testing and quality requirementsrelentless/features/NNN-feature/spec.md- User requirementsrelentless/features/NNN-feature/plan.md- Technical design
Extract Routing Preference from spec.md or plan.md (if present) and include it near the top of tasks.md so it can be carried into prd.json.
Step 3: Extract User Stories
From spec.md, identify distinct user stories:
- Each major functional requirement becomes a user story
- Group related functionality
- Typical: 3-8 user stories per feature
User Story Format:
### US-001: [Title]
**Description:** As a [user], I want [goal] so that [benefit].
**Acceptance Criteria:**
- [ ] Criterion 1 (testable, specific)
- [ ] Criterion 2
- [ ] Criterion 3
- [ ] Typecheck passes
- [ ] Tests pass
**Dependencies:** (if any)
**Phase:** Foundation / Stories / Polish
Step 4: Generate Tasks
For each user story, create implementation tasks using format:
## User Stories
### US-001: Create User Registration Endpoint
**Description:** As a new user, I want to register with email/password so that I can create an account.
**Acceptance Criteria:**
- [ ] POST /api/auth/register endpoint exists
- [ ] Email validation works
- [ ] Password requirements enforced (min 8 chars)
- [ ] Password is hashed before storage
- [ ] Confirmation email sent
- [ ] Returns 201 with user ID
- [ ] Returns 400 for invalid input
- [ ] Typecheck passes
- [ ] Unit tests pass
- [ ] Integration test passes
**Dependencies:** None
**Phase:** Foundation
**Priority:** 1
---
### US-002: Create User Login Endpoint
**Description:** As a registered user, I want to log in with email/password so that I can access my account.
**Acceptance Criteria:**
- [ ] POST /api/auth/login endpoint exists
- [ ] Validates credentials against database
- [ ] Returns JWT token on success
- [ ] Returns 401 for invalid credentials
- [ ] Returns 403 for unconfirmed accounts
- [ ] Token expires after 24 hours
- [ ] Typecheck passes
- [ ] Unit tests pass
- [ ] Integration test passes
**Dependencies:** US-001
**Phase:** Stories
**Priority:** 2
---
### US-003: Email Confirmation Flow
**Description:** As a new user, I want to confirm my email so that my account is activated.
**Acceptance Criteria:**
- [ ] Confirmation email sent on registration
- [ ] Email contains confirmation link
- [ ] GET /api/auth/confirm/:token endpoint exists
- [ ] Token validates and marks account as confirmed
- [ ] Expired tokens return appropriate error
- [ ] Confirmed users can log in
- [ ] Typecheck passes
- [ ] E2E test passes
**Dependencies:** US-001
**Phase:** Stories
**Priority:** 3
If you have any doubts or suggestions about any specific task, interview the user about them to improve your execution.
Step 5: Order by Dependencies
Ensure user stories are ordered so dependencies come first:
- Phase 0: Setup - Infrastructure, configuration
- Phase 1: Foundation - Core models, base functionality
- Phase 2: Stories - User-facing features (ordered by dependencies)
- Phase 3: Polish - Optimization, edge cases
Mark parallel stories with:
**Parallel:** Yes
Step 6: Validate Completeness
Check that:
- Every functional requirement from spec has a user story
- Each user story has specific, testable acceptance criteria
- Dependencies are valid (no circular references)
- Each story is independently testable
- Typecheck/test criteria included
- Priority order makes sense
Step 6.5: Pre-Conversion Validation
Before saving and converting, validate the format manually:
Story ID Format:
- Every story uses
US-XXXformat (e.g.,US-001, notStory 1) - Story IDs are unique and sequential
Acceptance Criteria Format:
- Criteria are full sentences, not just file paths
- File paths include context (e.g., "
src/queue/types.tscontains Zod schemas") - No standalone file paths like
`src/file.ts`
Dependencies Format:
- Dependencies use
US-XXXwith dashes, not underscores - Example:
**Dependencies:** US-001, US-002(correct) - Example:
**Dependencies:** US_001(incorrect - will warn)
Common Mistakes to Avoid:
- ❌
- [ ] \src/file.ts`` (file path only - will be filtered) - ✅
- [ ] \src/file.ts` contains the queue interface` - ❌
**Files:**inside acceptance criteria (will end criteria parsing) - ✅ Put Files: section after acceptance criteria
Step 7: Save & Report
- Save to
relentless/features/NNN-feature/tasks.md - Update progress.txt
- Report:
- Total user stories: N
- Dependency order: [list]
- Parallel opportunities: N
Step 8: Auto-Convert to prd.json
CRITICAL: You MUST execute the CLI command below. Do NOT generate prd.json manually.
After tasks.md is saved, run this command to convert to prd.json with routing:
relentless convert relentless/features/NNN-feature/tasks.md --feature <feature-name>
⚠️ IMPORTANT: Execute this bash command using the Bash tool. Do NOT:
- Generate the prd.json file yourself
- Skip this step
- Use any other method
The CLI will:
- Parse tasks.md and validate structure
- Classify complexity for each story
- Route to optimal harness/model per story
- Generate prd.json with routing metadata
- Copy to prd.md for reference
After running the command, report:
- The routing table from CLI output (story → complexity → harness/model → cost)
- Total estimated cost
- Confirm prd.json was created
Optional but Recommended: /relentless.checklist
- Generates validation checklist with quality gates
- Helps ensure nothing is missed during implementation
- Especially useful for complex features
Next Step: /relentless.analyze (or /relentless.checklist first if desired)
TDD is MANDATORY
Every user story MUST include test acceptance criteria:
- Unit Tests - For business logic and utilities
- Integration Tests - For API endpoints and data flows
- E2E Tests - For user-facing flows (use Playwright when applicable)
TDD Workflow
The Relentless agent will verify:
- Tests are written FIRST (before implementation)
- Tests FAIL before implementation
- Implementation makes tests PASS
- Typecheck and lint pass
Required Test Criteria
Every story acceptance criteria should include:
- Unit tests pass
- Integration test passes (for API stories)
- Typecheck passes
- Lint passes
Key Guidelines
User Story Size:
- Each story completable in one session
- If too large, split into multiple stories
- Typical: 30-90 minutes of work per story
Acceptance Criteria:
- Specific and testable
- No vague terms ("works well", "good UX")
- Include quality checks (typecheck, lint, test)
- Verifiable in browser/tests
- MUST include test criteria
Dependencies:
- Only list direct dependencies
- Ensure no circular dependencies
- Consider data dependencies (user must exist before profile)
Notes
- tasks.md is the source of truth for user stories
- This file will be converted to prd.json by
relentless convert - Make acceptance criteria detailed and specific
- Each story should be independently deployable and testable
Score
Total Score
Based on repository quality metrics
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