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Get Started Free →Coding workflow with planning, implementation, verification, and testing for clean software development.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -36% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 6% | 0% |
User explicitly requests code implementation. Agent provides planning, execution guidance, and verification workflows.
User preferences stored in ~/code/ when user explicitly requests.
~/code/
- memory.md # User-provided preferences onlyCreate on first use: mkdir -p ~/code
| Topic | File | |-------|------| | Memory setup | memory-template.md | | Task breakdown | planning.md | | Execution flow | execution.md | | Verification | verification.md | | Multi-task state | state.md | | User criteria | criteria.md |
This skill ONLY:
~/code/This skill NEVER:
~/code/ and the user's projectRead ~/code/memory.md for user's stated preferences if it exists.
planning.md for patterns| After | Do | |-------|-----| | Each function | Suggest running tests | | UI changes | Suggest taking screenshot | | Before delivery | Suggest full test suite |
| User says | Action | |-----------|--------| | "Remember I prefer X" | Add to memory.md | | "Never do Y again" | Add to memory.md Never section |
Only store what user explicitly asks to save.
Request -> Plan -> Execute -> Verify -> DeliverThis skill NEVER modifies its own SKILL.md or auxiliary files. User data stored only in ~/code/memory.md after explicit request.
This skill makes NO network requests.
| Endpoint | Data Sent | Purpose | |----------|-----------|---------| | None | None | N/A |
Data that stays local:
~/code/memory.mdData that leaves your machine:
This skill does NOT:
~/code/ and user's projectOther measured skills in the registry, with their headline benchmark lift.