Interactive planning and execution for complex tasks. Use when breaking down multi-step projects (planning) or executing approved plans through delegation (execution). Planning creates milestones with specifications; execution delegates to specialized agents.
Scanned 2/12/2026
Install via CLI
openskills install rjmurillo/ai-agents---
name: planner
description: Interactive planning and execution for complex tasks. Use when breaking down multi-step projects (planning) or executing approved plans through delegation (execution). Planning creates milestones with specifications; execution delegates to specialized agents.
license: MIT
metadata:
version: 1.0.0
model: claude-opus-4-5
---
# Planner Skill
## Purpose
Two workflows for complex tasks:
1. **Planning workflow** (planner.py): Create and review implementation plans
2. **Execution workflow** (executor.py): Execute approved plans through delegation
## Invocation Routing
**Invoke planner.py** when user asks to:
- "plan", "design", "architect" a feature
- "review" an existing plan
- Break down a complex task into milestones
**Invoke executor.py** when user asks to:
- "execute", "implement", "run" a plan
- "resume" or "continue" execution
- Provides a plan file path for implementation
---
## When to Use
Use the planner skill when the task has:
- Multiple milestones with dependencies
- Architectural decisions requiring documentation
- Migration steps that need coordination
- Complexity that benefits from forced reflection pauses
## When to Skip
Skip the planner skill when the task is:
- Single-step with obvious implementation
- A quick fix or minor change
- Already well-specified by the user
---
## Scripts
| Script | Purpose |
|--------|---------|
| `scripts/planner.py` | Planning and review workflow with step-based state management |
| `scripts/executor.py` | Execution workflow for approved plans with milestone delegation |
## Triggers
| Trigger Phrase | Operation |
|----------------|-----------|
| `plan this feature` | planner.py (planning phase) |
| `create implementation plan` | planner.py (planning phase) |
| `review the plan and pick up next item` | executor.py (execution phase) |
| `execute the plan at plans/X.md` | executor.py (execution phase) |
| `resume execution` | executor.py (continue from last step) |
---
## Anti-Patterns
| Avoid | Why | Instead |
|-------|-----|---------|
| Skipping review phase after planning | Misses quality/temporal issues | Always run review steps 1-2 before execution |
| Starting execution without /clear | Context pollution from planning | User should /clear before execution workflow |
| Manually following workflow steps | Script manages state and transitions | Run the script and follow its output |
| Planning single-step tasks | Overhead exceeds benefit | Implement directly without planner |
| Editing plan during execution | Creates drift between plan and actions | Return to planning phase for changes |
---
## Verification
After planning:
- [ ] Plan file written to specified path
- [ ] Review phase completed (both TW and QR steps)
- [ ] Review verdict is PASS or PASS_WITH_CONCERNS
After execution:
- [ ] All milestones marked complete
- [ ] Post-implementation QR passed
- [ ] Documentation step completed
- [ ] Retrospective generated
---
## Process
### Planning Overview
```text
PLANNING PHASE (steps 1-N)
|
v
Write plan to file
|
v
REVIEW PHASE (steps 1-2)
|-- Step 1: @agent-technical-writer (plan-annotation)
|-- Step 2: @agent-quality-reviewer (plan-review)
v
APPROVED --> Execution workflow
```
### Planning Preconditions
Before invoking step 1, you MUST have:
1. **Plan file path** - If user did not specify, ASK before proceeding
2. **Clear problem statement** - What needs to be accomplished
### Planning Invocation
```bash
python3 scripts/planner.py \
--step-number 1 \
--total-steps <estimated_steps> \
--thoughts "<your thinking about the problem>"
```
### Planning Arguments
| Argument | Description |
| --------------- | ------------------------------------------------ |
| `--phase` | Workflow phase: `planning` (default) or `review` |
| `--step-number` | Current step (starts at 1) |
| `--total-steps` | Estimated total steps for this phase |
| `--thoughts` | Your thinking, findings, and progress |
### Planning Steps
1. Confirm preconditions (plan file path, problem statement)
2. Invoke step 1 immediately
3. Complete REQUIRED ACTIONS from output
4. Invoke next step with your thoughts
5. Repeat until `STATUS: phase_complete`
6. Write plan to file using format below
## Phase Transition: Planning to Review
When planning phase completes, the script outputs an explicit `ACTION REQUIRED`
marker:
```text
============================================
>>> ACTION REQUIRED: INVOKE REVIEW PHASE <<<
============================================
```
**You MUST invoke the review phase before proceeding to execution.**
The review phase ensures:
- Temporally contaminated comments are fixed (via @agent-technical-writer)
- Code snippets have WHY comments (via @agent-technical-writer)
- Plan is validated for production risks (via @agent-quality-reviewer)
- Documentation needs are identified
## Review Phase
After writing the plan file, transition to review phase:
```bash
python3 scripts/planner.py \
--phase review \
--step-number 1 \
--total-steps 2 \
--thoughts "Plan written to [path/to/plan.md]"
```
### Review Step 1: Technical Writer
Delegate to @agent-technical-writer with mode: `plan-annotation`
### Review Step 2: Quality Reviewer
Delegate to @agent-quality-reviewer with mode: `plan-review`
### After Review
- **PASS / PASS_WITH_CONCERNS**: Ready for execution workflow
- **NEEDS_CHANGES**: Return to planning phase to address issues
---
## Execution Workflow (executor.py)
### Execution Overview
```text
Step 1: Execution Planning
|
v
Step 2: Reconciliation (conditional, if prior work signaled)
|
v
Step 3: Milestone Execution (repeat until all complete)
|
v
Step 4: Post-Implementation QR
|
v
QR issues? --YES--> Step 5: Issue Resolution --> delegate fixes --> Step 4
|
NO
v
Step 6: Documentation
|
v
Step 7: Retrospective
```
### Execution Preconditions
Before invoking step 1, you MUST have:
1. **Approved plan file** - Plan that passed review phase
2. **Clear context window** - User should /clear before execution
### Execution Invocation
```bash
python3 scripts/executor.py \
--plan-file PATH \
--step-number 1 \
--total-steps 7 \
--thoughts "<user's request and context>"
```
### Execution Arguments
| Argument | Description |
| --------------- | -------------------------------- |
| `--plan-file` | Path to the approved plan file |
| `--step-number` | Current step (1-7) |
| `--total-steps` | Always 7 for executor |
| `--thoughts` | Your current thinking and status |
## Execution Steps
| Step | Name | Purpose |
| ---- | ---------------------- | --------------------------------------------- |
| 1 | Execution Planning | Analyze plan, detect reconciliation, strategy |
| 2 | Reconciliation | (conditional) Validate existing code vs plan |
| 3 | Milestone Execution | Delegate to agents, run tests (repeat) |
| 4 | Post-Implementation QR | Quality review of implemented code |
| 5 | Issue Resolution | (conditional) Present issues, collect fixes |
| 6 | Documentation | TW pass for CLAUDE.md, README.md |
| 7 | Retrospective | Present execution summary |
Note: Step 3 may be re-invoked multiple times until all milestones complete.
Step 4 may loop back through step 5 until QR passes.
---
## Resources
| Resource | Purpose |
| ------------------------------------- | -------------------------------------------------- |
| `resources/plan-format.md` | Plan template (injected at planning completion) |
| `resources/diff-format.md` | Authoritative specification for code change format |
| `resources/temporal-contamination.md` | Detecting/fixing temporally contaminated comments |
| `resources/default-conventions.md` | Default conventions when project docs are silent |
Note: Execution guidance is embedded directly in `scripts/executor.py` (not in
separate resource files) since it's only used by that script.
---
## Quick Reference
```bash
# === PLANNING WORKFLOW ===
# Start planning
python3 scripts/planner.py --step-number 1 --total-steps 4 --thoughts "..."
# Continue planning
python3 scripts/planner.py --step-number 2 --total-steps 4 --thoughts "..."
# Start review (after plan written)
python3 scripts/planner.py --phase review --step-number 1 --total-steps 2 \
--thoughts "Plan at plans/feature.md"
# Continue review
python3 scripts/planner.py --phase review --step-number 2 --total-steps 2 \
--thoughts "TW done, ready for QR"
# === EXECUTION WORKFLOW ===
# Start execution
python3 scripts/executor.py --plan-file plans/feature.md --step-number 1 \
--total-steps 7 --thoughts "Execute the feature plan"
# Continue milestone execution
python3 scripts/executor.py --plan-file plans/feature.md --step-number 3 \
--total-steps 7 --thoughts "Completed M1, M2. Executing M3..."
# After QR passes
python3 scripts/executor.py --plan-file plans/feature.md --step-number 6 \
--total-steps 7 --thoughts "QR passed. Running documentation."
# Generate retrospective
python3 scripts/executor.py --plan-file plans/feature.md --step-number 7 \
--total-steps 7 --thoughts "Execution complete. Generating retrospective."
```
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