Surface and categorize assumptions underlying product strategy. Use early in development to document what you're betting on.
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Create comprehensive implementation plans with bite-sized tasks. Use when you have requirements before touching code.
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See how to installReview the instructions the agent will receive before you install.
Use when you have requirements for a multi-step task, before touching code.
Write comprehensive implementation plans assuming the reader has zero context. Document everything: which files to touch, code snippets, testing steps, verification commands. Break into bite-sized tasks.
Each step is one action (2-5 minutes):
Every plan should start with:
# [Feature Name] Implementation Plan
**Goal:** [One sentence describing what this builds]
**Architecture:** [2-3 sentences about approach]
**Tech Stack:** [Key technologies/libraries]
---
### 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: Run test to verify it passes
Run: pytest tests/path/test.py::test_name -v
Expected: PASS
Step 5: Commit
git add tests/path/test.py src/path/file.py
git commit -m "feat: add specific feature"
## Remember
- Exact file paths always
- Complete code in plan (not "add validation")
- Exact commands with expected output
- DRY, YAGNI, TDD, frequent commits
## When to Use
Use this skill when the task directly matches the workflow described above.
## When Not to Use
Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.
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Surface and categorize assumptions underlying product strategy. Use early in development to document what you're betting on.
The English summary is being prepared. Showing the original description.
Prioritize assumptions by risk and importance. Use after assumption mapping to decide what to test first.
The English summary is being prepared. Showing the original description.
Sync Jira issues with local tasks. Use during daily planning or when user asks about Jira issues.
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Design backend architecture for implementation with API contracts, data model changes, service boundaries, security, and observability.
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Turn ideas into designs through collaborative dialogue. Use before any creative work - features, components, or modifications.
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Check Google Calendar for today's schedule. Use during daily planning or when user asks about their calendar.
The English summary is being prepared. Showing the original description.