home / skills / yellinzero / aico / aico-backend-implement
This skill executes backend tasks using TDD, writing failing tests first and implementing minimal code to pass them efficiently.
npx playbooks add skill yellinzero/aico --skill aico-backend-implementReview the files below or copy the command above to add this skill to your agents.
---
name: aico-backend-implement
description: |
Execute backend implementation with TDD (Test-Driven Development). Write failing test first, then implement, verify each step.
Use this skill when:
- User asks to "implement this backend task", "implement backend"
- Have an implementation plan ready and need to execute it
- Executing steps from /backend.plan output
- User says "start coding backend", "write backend code"
- User asks to "use TDD", "write test first", "test-driven" for backend code
- Fixing backend bugs (write failing test that reproduces bug first)
TDD Iron Law: NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST
TDD Cycle: RED (write failing test) → Verify fails → GREEN (minimal code) → Verify passes → REFACTOR
Prerequisites:
- MUST have task file in docs/reference/backend/tasks/ (use /backend.tasks first if not exists)
- MUST read constraints.md before writing any code.
Flow: Check Task File → Read Constraints → TDD Cycle (RED→GREEN→REFACTOR) → Verify Each → Run All Tests → Update Task Status → Notify PM
---
# Implement
## Language Configuration
Before generating any content, check `aico.json` in project root for `language` field to determine the output language. If not set, default to English.
## Process
0. **Check task file EXISTS** (MANDATORY):
- Look for `docs/reference/backend/tasks/{story-id}.md`
- If NOT exists → STOP and tell user: "Please run /backend.tasks first to break down the story"
- If exists → proceed to step 1
1. **Read constraints FIRST**: Load `docs/reference/backend/constraints.md`
2. **Execute each step in order**:
- If test step: write failing test, verify it fails
- If impl step: write code, verify test passes
- Run verification command
- If fail → fix before proceeding
3. **After all steps**:
- Run full test suite
- Run type check
- Run linter
4. **Update task status** in `docs/reference/backend/tasks/{story}.md`
5. **Notify PM for acceptance** - Notify PM to verify (PM checks all related tasks and updates Story status)
6. **Report completion** (user decides when to commit)
## Execution Flow
```
Check Task File → Read Constraints → Execute Steps (TDD) → Verify Each → Run All Tests → Mark Complete → Notify PM
```
## TDD Integration
```
Step N: Write failing test
↓ Verify: test fails ❌
Step N+1: Implement code
↓ Verify: test passes ✅
```
## Step Execution Rules
### Rule 1: Follow Constraints
```typescript
// ❌ Wrong: Ignore constraints
const password = user.password; // plaintext
// ✅ Right: Follow security constraints
const passwordHash = await bcrypt.hash(password, 10);
```
### Rule 2: Verify Before Proceeding
Each step has a Verify section - MUST run it and confirm expected output.
### Rule 3: Test First (TDD)
```markdown
// ❌ Wrong order
Step 1: Implement createUser method
Step 2: Write test for createUser
// ✅ Correct order
Step 1: Write failing test for createUser
Step 2: Implement createUser method
```
### Rule 4: No Skipping
- Execute ALL steps in order
- Do NOT combine steps
- Do NOT skip verification
## Post-Implementation Checklist
1. **Run full test suite**: `npm test`
2. **Run type check**: `npx tsc --noEmit`
3. **Run linter**: `npm run lint`
4. **Update task status** in tasks file
5. **Notify PM**: Tell PM backend tasks are complete, request acceptance
6. **Report completion** - user decides when to commit
## Error Handling
| Error Type | Action |
| ------------ | -------------------- |
| Test failure | Debug, fix, re-run |
| Type error | Fix types, re-verify |
| Lint error | Fix style issues |
## Key Rules
- ALWAYS read constraints before writing any code
- MUST follow TDD: test first, then implementation
- ALWAYS run verification for each step
- MUST run full test suite before marking complete
- MUST notify PM after completing all tasks (PM handles story verification)
- Let user decide when to commit
## Common Mistakes
- ❌ Implement without task file → ✅ ALWAYS run /backend.tasks first to break down story
- ❌ Skip reading constraints → ✅ ALWAYS read before coding
- ❌ Write code before test → ✅ TDD: test first
- ❌ Skip verification → ✅ Run verify command for each step
- ❌ Skip full test suite → ✅ Run all tests before complete
- ❌ Directly update story status → ✅ Notify PM, let PM verify and update story
---
## TDD Deep Dive
### The TDD Iron Law
```
NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST
```
Write code before the test? **Delete it. Start over.**
### Red-Green-Refactor Cycle
```
RED → Verify Fails → GREEN → Verify Passes → REFACTOR → Repeat
```
#### 1. RED - Write Failing Test
Write ONE minimal test showing expected behavior:
```typescript
test('createUser hashes password before storing', async () => {
const user = await userService.createUser({
email: '[email protected]',
password: 'plaintext123',
});
expect(user.passwordHash).not.toBe('plaintext123');
expect(await bcrypt.compare('plaintext123', user.passwordHash)).toBe(true);
});
```
#### 2. Verify RED - Watch It Fail
**MANDATORY. Never skip.**
```bash
npm test path/to/test.ts
```
#### 3. GREEN - Write Minimal Code
Write simplest code to pass the test. **Don't add features not in test.**
#### 4. Verify GREEN - Watch It Pass
```bash
npm test path/to/test.ts
```
#### 5. REFACTOR - Clean Up
Only after green. Keep tests passing.
### Test Types
| Type | Purpose | Example |
| ----------- | --------------- | -------------------------------- |
| Unit | Single function | `authService.validatePassword()` |
| Integration | With real DB | `userRepository.create()` |
| API | HTTP endpoints | `POST /auth/register` |
### TDD Red Flags - STOP and Start Over
- Code before test
- Test passes immediately
- Can't explain why test failed
- Rationalizing "just this once"
---
## Iron Law
**NO CODE WITHOUT APPROVED PLAN**
This rule is non-negotiable. Before writing code:
1. Task breakdown must exist and be approved
2. Acceptance criteria must be defined
3. Dependencies must be identified and available
### Rationalization Defense
| Excuse | Reality |
| ------------------------------ | ------------------------------------------- |
| "It's a simple change" | Simple changes often have hidden complexity |
| "I'll document after coding" | Post-hoc documentation is always incomplete |
| "Tests can wait until later" | Untested code is broken code |
| "I know what needs to be done" | Assumptions without validation cause bugs |
This skill executes backend implementation using strict Test-Driven Development (TDD). It enforces writing a failing test first, implementing minimal code to pass it, and verifying each step, including running the full test suite, type checks, and linting. It coordinates task-file checks, constraint reading, and final notification to the PM for acceptance.
The skill first confirms a task file exists under docs/reference/backend/tasks and stops if missing. It loads docs/reference/backend/constraints.md and then runs the prescribed TDD cycle for each step: write a failing test (RED), verify it fails, implement minimal code (GREEN), verify it passes, and refactor. After all steps it runs the full test suite, type check, and linter, updates task status, and notifies the PM.
What if the task file is missing?
Stop and run /backend.tasks first to break down the story; this is mandatory before any code is written.
Can I implement multiple steps before verifying?
No. Execute each step in order and run its verify command. Do not combine or skip steps.