Cook
Best Toolkits for Your AI Agents — 14 Claude Code skills curated by GoClaw / AgentBrain.
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ALWAYS activate this skill before implementing EVERY feature, plan, or fix.
SKILL.md
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Cook - Smart Feature Implementation
End-to-end implementation with automatic workflow detection.
Principles: YAGNI, KISS, DRY | Token efficiency | Concise reports
Usage
/ck:cook <natural language task OR plan path>
IMPORTANT: If no flag is provided, the skill will use the interactive mode by default for the workflow.
Optional flags to select the workflow mode:
--interactive: Full workflow with user input (default)--fast: Skip research, scout→plan→code--parallel: Multi-agent execution--no-test: Skip testing step--auto: Auto-approve all steps
Example:
/ck:cook "Add user authentication to the app" --fast
/ck:cook path/to/plan.md --auto
<HARD-GATE>
Do NOT write implementation code until a plan exists and has been reviewed.
This applies regardless of task simplicity. "Simple" tasks are where unexamined assumptions waste the most time.
Exception: `--fast` mode skips research but still requires a plan step.
User override: If user explicitly says "just code it" or "skip planning", respect their instruction.
</HARD-GATE>
Anti-Rationalization
| Thought | Reality |
|---|---|
| "This is too simple to plan" | Simple tasks have hidden complexity. Plan takes 30 seconds. |
| "I already know how to do this" | Knowing ≠ planning. Write it down. |
| "Let me just start coding" | Undisciplined action wastes tokens. Plan first. |
| "The user wants speed" | Fastest path = plan → implement → done. Not: implement → debug → rewrite. |
| "I'll plan as I go" | That's not planning, that's hoping. |
| "Just this once" | Every skip is "just this once." No exceptions. |
Smart Intent Detection
| Input Pattern | Detected Mode | Behavior |
|---|---|---|
Path to plan.md or phase-*.md | code | Execute existing plan |
| Contains "fast", "quick" | fast | Skip research, scout→plan→code |
| Contains "trust me", "auto" | auto | Auto-approve all steps |
| Lists 3+ features OR "parallel" | parallel | Multi-agent execution |
| Contains "no test", "skip test" | no-test | Skip testing step |
| Default | interactive | Full workflow with user input |
See references/intent-detection.md for detection logic.
Process Flow (Authoritative)
flowchart TD
A[Intent Detection] --> B{Has plan path?}
B -->|Yes| F[Load Plan]
B -->|No| C{Mode?}
C -->|fast| D[Scout → Plan → Code]
C -->|interactive/auto| E[Research → Review → Plan]
E --> F
D --> F
F --> G[Review Gate]
G -->|approved| H[Implement]
G -->|rejected| E
H --> I[Review Gate]
I -->|approved| J{--no-test?}
J -->|No| K[Test]
J -->|Yes| L[Finalize]
K --> L
L --> M[Report + Journal]
This diagram is the authoritative workflow. Prose sections below provide detail for each node. If prose conflicts with this flow, follow the diagram.
Workflow Overview
[Intent Detection] → [Research?] → [Review] → [Plan] → [Review] → [Implement] → [Review] → [Test?] → [Review] → [Finalize]
Default (non-auto): Stops at [Review] gates for human approval before each major step.
Auto mode (--auto): Skips human review gates, implements all phases continuously.
Claude Tasks: Utilize TaskCreate, TaskUpdate, TaskGet, TaskList during implementation step. Fallback: These are CLI-only tools — unavailable in VSCode extension. If they error, use TodoWrite for progress tracking instead.
| Mode | Research | Testing | Review Gates | Phase Progression |
|---|---|---|---|---|
| interactive | ✓ | ✓ | User approval at each step | One at a time |
| auto | ✓ | ✓ | Auto if score≥9.5 | All at once (no stops) |
| fast | ✗ | ✓ | User approval at each step | One at a time |
| parallel | Optional | ✓ | User approval at each step | Parallel groups |
| no-test | ✓ | ✗ | User approval at each step | One at a time |
| code | ✗ | ✓ | User approval at each step | Per plan |
Step Output Format
✓ Step [N]: [Brief status] - [Key metrics]
Blocking Gates (Non-Auto Mode)
Human review required at these checkpoints (skipped with --auto):
- Post-Research: Review findings before planning
- Post-Plan: Approve plan before implementation
- Post-Implementation: Approve code before testing
- Post-Testing: 100% pass + approve before finalize
Always enforced (all modes):
- Testing: 100% pass required (unless no-test mode)
- Code Review: User approval OR auto-approve (score≥9.5, 0 critical)
- Finalize (MANDATORY - never skip):
project-managersubagent → run full plan sync-back (all completed tasks/steps across allphase-XX-*.md, not only current phase), then updateplan.mdstatus/progressdocs-managersubagent → update./docsif changes warrantTaskUpdate→ mark all Claude Tasks complete after sync-back verification (skip if Task tools unavailable)- Ask user if they want to commit via
git-managersubagent - Run
/ck:journalto write a concise technical journal entry upon completion
Required Subagents (MANDATORY)
| Phase | Subagent | Requirement |
|---|---|---|
| Research | researcher | Optional in fast/code |
| Scout | ck:scout | Optional in code |
| Plan | planner | Optional in code |
| UI Work | ui-ux-designer | If frontend work |
| Testing | tester, debugger | MUST spawn |
| Review | code-reviewer | MUST spawn |
| Finalize | project-manager, docs-manager, git-manager | MUST spawn all 3 |
CRITICAL ENFORCEMENT:
- Steps 4, 5, 6 MUST use Task tool to spawn subagents
- DO NOT implement testing, review, or finalization yourself - DELEGATE
- If workflow ends with 0 Task tool calls, it is INCOMPLETE
- Pattern:
Task(subagent_type="[type]", prompt="[task]", description="[brief]")
References
references/intent-detection.md- Detection rules and routing logicreferences/workflow-steps.md- Detailed step definitions for all modesreferences/review-cycle.md- Interactive and auto review processesreferences/subagent-patterns.md- Subagent invocation patterns