workflows-plan
SkillProductivityTransform spec (with frontmatter claims) into an implementation plan with task decomposition and sub-agent assignment. Stage 3 of the development workflow.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the workflows-plan skill
What this skill tells your AI
The instructions your AI receives, as published by kastalien-research/thoughtbox in .agents/skills/workflows-plan/SKILL.md and read by ahel’s review.
Create an implementation plan for: $ARGUMENTS
Purpose
You are executing Stage 3 (Planning) of the development workflow. The spec with frontmatter claims exists from Stage 2. Your job is to decompose the work into sub-agent-sized tasks, identify dependencies, and produce a plan file that Stage 4 can execute.
Pre-Conditions
Before starting, verify:
.workflow/state.jsonexists andcurrentStageis"planning"- A spec exists (check
stages.dev-docs.artifacts.specin state) - Spec frontmatter includes at least one claim (check
stages.dev-docs.artifacts.specin state)
If pre-conditions are not met, report what's missing and halt.
Process
Step 1: Gather Context
Read the spec (frontmatter + body) from Stage 2, then investigate the codebase:
- Read the spec: Understand what needs to be built
- Read spec claims: Understand falsifiable claims and required evidence
- Map the affected code: Use Glob/Grep to find files that will need changes
- Check for prior learnings: Search agent memory and compound learnings for relevant patterns
- Check existing tests: Identify test files that will need updates
Step 2: Decompose into Tasks
Break the implementation into discrete, sub-agent-sized units of work. Each task must be:
- Atomic: One task = one logical change = one commit
- Testable: Each task has clear acceptance criteria
- Ordered: Dependencies between tasks are explicit
For each task, define:
### Task N: <title>
**Files**: [list of files to create/modify]
**Depends on**: [task numbers, or "none"]
**Acceptance criteria**:
- [ ] [specific, verifiable condition]
- [ ] [specific, verifiable condition]
**Notes**: [implementation hints, gotchas from codebase investigation]
Step 3: Identify Risks
For each task, flag:
- Files with high churn or complexity
- Areas where the spec's assumptions may not hold
- External dependencies or integration points
- Tests that may need significant rework
Step 4: Write the Plan File
Write the plan to .workflow/plan.md:
# Implementation Plan: <title>
**Workflow**: <id>
**Spec**: <spec path>
**ADR**: <adr path>
**Branch**: <branch>
**Created**: <ISO timestamp>
## Overview
[1-2 paragraph summary of what's being built and the approach]
## Task Breakdown
[Task definitions from Step 2]
## Dependency Graph
[Simple text diagram showing task ordering]
## Risks
[From Step 3]
## Estimated Scope
- Tasks: N
- Files affected: N
- New files: N
- Tests to write: N
Step 5: Get User Approval
Present the plan summary and ask the user to approve:
PLAN READY FOR REVIEW
======================
<title>
Tasks: N | Files: N | Risks: N flagged
[task list with 1-line summaries]
Approve this plan? (The conductor will dispatch /workflows-work to execute it)
Wait for user approval before proceeding.
Step 6: Record and Handoff
After user approves:
-
Update workflow state (
.workflow/state.json):- Set
stages.planning.statusto"completed" - Set
stages.planning.completedAtto current ISO timestamp - Set
stages.planning.artifacts.planto.workflow/plan.md - Set
currentStageto"implementation" - Update
updatedAt
- Set
-
Present the handoff:
PLANNING COMPLETE ================== Plan: .workflow/plan.md Tasks: N Dependencies: [summary] Next: Stage 4 - Implementation (/workflows-work)
Anti-Patterns
- Do NOT start implementing during planning — that's Stage 4's job
- Do NOT create tasks smaller than one meaningful commit
- Do NOT create tasks larger than one sub-agent can handle in a single session
- Do NOT skip codebase investigation — plans based on assumptions fail
- Do NOT ignore the ADR's hypotheses — the plan must be designed to test them
Signals
- GitHub stars
- 64
- Forks
- 20
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
workflows-plan- Source
- github.com/kastalien-research/thoughtbox