From smart-ai
Use when you have specs or requirements for a multi-step task to break it down into detailed tasks, before executing it
npx claudepluginhub davidkiss/smart-ai-skills --plugin smart-aiThis skill uses the workspace's default tool permissions.
Write comprehensive task breakdowns assuming the expert who is going to implement the specs has zero context for our project and questionable taste. Document everything they need to know: which existing files to check, which files to touch for each task and what changes to make to them. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD.
Guides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.
Guides building MCP servers enabling LLMs to interact with external services via tools. Covers best practices, TypeScript/Node (MCP SDK), Python (FastMCP).
Generates original PNG/PDF visual art via design philosophy manifestos for posters, graphics, and static designs on user request.
Write comprehensive task breakdowns assuming the expert who is going to implement the specs has zero context for our project and questionable taste. Document everything they need to know: which existing files to check, which files to touch for each task and what changes to make to them. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD.
Assume they are a skilled worker, but know almost nothing about our toolset or problem domain. Assume they don't know how to verify they are doing the right thing.
Analyze available agent skills and use all relevant ones to create the task breakdown.
Announce at start: "I'm using the task-breakdown skill to create a plan."
Constraints:
Leverage existing skills
Presenting the tasks:
docs/YYYY-MM-DD-<feature-name>-tasks.md with that taskEach step is one action (2-5 minutes):
Every task breakdown MUST start with this header:
# [Task Name] Task Breakdown
**Goal:** [One sentence describing what this achieves]
**Approach:** [2-3 sentences about approach]
**Skills:** [List of skills to use]
**Tech Details:** [Key tools, services, technologies/libraries to use]
---
### Task N: [Component Name]
**Files:**
- Create: `exact/path/to/file.py`
- Modify: `exact/path/to/existing.py:123-145`
- Test: `tests/exact/path/to/test.py`
**Step 1: Write the failing test**
```python
def test_specific_behavior():
result = function(input)
assert result == expected
Step 2: Run test to verify it fails
Run: pytest tests/path/test.py::test_name -v
Expected: FAIL with "function not defined"
Step 3: Write minimal implementation
def function(input):
return expected
Step 4: Cleanup code changes Use skill(s) if available to cleanup code changes
Step 5: Review code changes Use skill(s) if available to review code changes. Make sure code follows the project's coding standards and aligns with the specs and the task breakdown.
Step 6: Run test to verify it passes
Run: pytest tests/path/test.py::test_name -v
Expected: PASS
## Remember
- Exact file paths always
- For coding tasks, complete code in task breakdown (not "add validation")
- Exact commands with expected output
- Reference relevant skills with @ syntax
- DRY, YAGNI, TDD
## Execution Handoff
After saving the task breakdown, offer task execution:
**"Task breakdown complete and saved to `docs/YYYY-MM-DD-<feature-name>-tasks.md`.**
**Subagent-based task execution (this session)** - I dispatch fresh subagent per task, review between tasks, fast iteration
- **REQUIRED SUB-SKILL:** Use subagent-task-execution
- Stay in this session
- Fresh subagent per task + code review