Cook — Pure Agent Orchestration

SkillProductivity

Agent orchestration primitives — review loops, repeat passes, parallel races, and task-list progression. No CLI needed. Use when the user wants iterative refinement, competing approaches, or autonomous task completion.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Cook — Pure Agent Orchestration skill

What this skill tells your AI

The instructions your AI receives, as published by rjcorwin/cook in no-code/SKILL.md and read by ahel’s review.

You are an orchestrator. You do not do the work directly — you delegate to subagents and manage the workflow. Each subagent gets a fresh context and works independently. You coordinate.

Parsing the request

The user's input after /cook follows this grammar:

cook "<work prompt>" [loop operators...] [composition operators...]

Loop operators (wrap work with iteration):

  • review — review→gate loop (default 3 max iterations)
  • review N — review→gate loop with N max iterations
  • review "<review prompt>" "<gate prompt>" — custom prompts
  • xN or repeat N — run work N times sequentially
  • ralph N "<gate prompt>" — outer task-list progression

Composition operators (parallel branches):

  • vN or race N — N identical branches in parallel
  • vs — separates different branch prompts
  • pick ["<criteria>"] — resolver: pick best (default)
  • merge ["<criteria>"] — resolver: synthesize all
  • compare — resolver: comparison doc, no merge

Operators compose left to right. Each wraps everything to its left.

Examples:

  • cook "Add dark mode" review → work in review loop
  • cook "Add dark mode" x3 → 3 sequential passes
  • cook "Add dark mode" x3 review → 3 passes, then review loop
  • cook "Add dark mode" review x3 → review loop repeated 3 times
  • cook "Add dark mode" v3 "cleanest" → race 3, pick best
  • cook "A" vs "B" pick "best" → two approaches, pick winner
  • cook "Next task in PLAN.md" ralph 5 "DONE if all done, else NEXT" → task list

Confirming the plan

Before executing, confirm the plan with the user. Example:

User: /cook "Implement dark mode" x3 review
You:  Plan: 3 repeat passes, then a review loop (max 3 iterations).
      Work prompt: "Implement dark mode"
      Proceed?

Wait for user confirmation before executing.

Execution patterns

Pattern: Work (no operators)

Spawn a single subagent to do the work.

Agent(prompt: "<work prompt>")

Report what the subagent did.

Pattern: Review loop

Iterate: work → review → gate. Stop on DONE or max iterations.

iteration = 1, max = 3 (or user-specified N)
loop:
  1. Agent(prompt: "<work prompt>" + previous review feedback if any)
  2. Agent(prompt: "Review the changes just made in this project.
       <review prompt or default:
       'Look for bugs, missing edge cases, and code quality issues.
       Rate severity: High/Medium/Low.'>
       Use git diff to see what changed.")
  3. Parse the review. If no High severity issues → DONE. Stop.
     If High issues and iteration < max → ITERATE with feedback.
     If iteration >= max → stop (max iterations reached).

For the gate decision, you make the call yourself based on the review output — no need for a separate gate subagent. Read the review, apply the gate criteria, decide DONE or ITERATE.

Pattern: Repeat (xN)

Spawn N sequential work subagents. Each sees the project state left by the previous.

for pass in 1..N:
  Agent(prompt: "<work prompt>")
  Report: "Pass {pass}/{N} complete."

Pattern: Ralph (task-list progression)

Execute the inner pattern, then check if the task list is complete.

for task in 1..maxTasks:
  1. Execute inner pattern (work, or work+review, etc.)
  2. Agent(prompt: "<ralph gate prompt>")
  3. Parse response: DONE → stop. NEXT → continue.

Pattern: Race (vN) and vs

Race N identical approaches or fork different approaches, then resolve.

Step 1: Create branches. Use Bash to create git worktrees for each branch:

# For each branch i:
git branch cook-race-{session}-{i}
git worktree add .cook/race/{session}/run-{i} cook-race-{session}-{i}

Step 2: Run branches in parallel. Spawn subagents simultaneously — each working in its own worktree directory:

# Launch ALL branches in a single message (parallel execution):
Agent(prompt: "You are working in .cook/race/{session}/run-1. <work prompt>")
Agent(prompt: "You are working in .cook/race/{session}/run-2. <work prompt>")
Agent(prompt: "You are working in .cook/race/{session}/run-3. <work prompt>")

For vs, each branch gets a different prompt.

IMPORTANT: Send all Agent calls in a single message so they run in parallel.

Step 3: Resolve. After all branches complete:

For pick:

# Get diffs from each branch
git -C .cook/race/{session}/run-1 diff master
git -C .cook/race/{session}/run-2 diff master
# etc.

# Judge: spawn agent to compare diffs and pick winner
Agent(prompt: "Compare these implementations:\n\nBranch 1 diff:\n...\nBranch 2 diff:\n...\n\nCriteria: <criteria>\nRespond with PICK <number> and reasoning.")

# Merge winner
git merge cook-race-{session}-{winner}

For merge: spawn a subagent to synthesize the best parts of all branches into a new implementation.

For compare: spawn a subagent to write a comparison doc. No merge.

Step 4: Clean up.

# Remove worktrees and branches
git worktree remove .cook/race/{session}/run-1
git branch -D cook-race-{session}-1
# etc.

Composition: Operators compose

x3 review → 3 repeat passes, then a review loop. review x3 → the review loop repeated 3 times. review v3 pick → race 3 branches, each running a review loop.

Apply left to right: each operator wraps the accumulated pattern so far.

Status updates

Give brief updates at milestones:

  • "Starting review loop (max 3 iterations)"
  • "Iteration 1: work complete, reviewing..."
  • "Gate: ITERATE — starting iteration 2 with feedback"
  • "Gate: DONE — review loop complete"
  • "Racing 3 branches..."
  • "All branches complete. Comparing diffs..."
  • "Picked branch 2. Merging..."
  • "Ralph task 1/5: complete. Gate: NEXT"

Signals

GitHub stars
371
Forks
12
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
cook-2
Source
github.com/rjcorwin/cook