Spec to todo

Skill WolframResearch/AgentTools/.claude/skills/spec-to-todo

Generate a TODO task list from a design specification. Reads a spec file from Specs/, explores the codebase to identify what's already implemented vs. what remains, and produces a markdown TODO file with checkboxes in TODO/. Use when asked to: "create a task list from a spec", "make a TODO from a spec", "what needs to be done for [feature]", "generate tasks from the spec", "create a work plan for [feature]", "turn this spec into a checklist", or any request to break a specification into trackable work items.From its SKILL.md

Install

npx -y skills add WolframResearch/AgentTools --skill spec-to-todo

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

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Generate TODO from Specification

Read a design specification and produce a TODO task list that captures everything needed to fully implement it, organized into logical work units.

Spec to process: $ARGUMENTS

If no specific spec is given, ask the user which spec in Specs/ they'd like to turn into a task list.

Process

1. Read the Spec

Read the full spec file from Specs/. Identify every deliverable it describes:

Source files to create or modify
Build scripts or tooling
Generated artifacts (scripts, config files, packages)
Hand-authored content (documentation, reference files, skill definitions)
Tests and evals
Directory structures that must exist

2. Explore Current State

Launch parallel Explore agents to understand what already exists. Focus on:

What's implemented: Files that exist and have real content matching the spec.
What's partial: Files that exist but are stubs/placeholders (e.g., contain only "TODO").
What's missing: Files or directories the spec requires that don't exist at all.
Discrepancies: Differences between the spec and reality (e.g., a manifest missing an entry, wrong directory structure, mismatched names).

Key areas to check:

The directories and files the spec references directly
Scripts/ for any build scripts mentioned
Kernel/ for source code the spec depends on (tool definitions, parameters, etc.)
Tests/ for any existing test coverage
Notes/ for implementation hints or reference code
docs/ for related developer documentation

3. Gap Analysis

Compare spec requirements against exploration results. For each deliverable, classify it:

Done: Fully implemented, matches spec. Don't create a task for it.
Partial: Exists but incomplete. Create a task describing what remains.
Missing: Doesn't exist. Create a task for the full implementation.
Discrepancy: Exists but doesn't match spec. Create a task to fix it.

4. Organize into Tasks

Group related work into logical units, where each task represents roughly one coding session. Guidelines:

One concern per task. A task should have a clear, testable outcome. "Implement the build script" is one task; "implement the build script and write all the documentation" is two.
Order by dependency. Tasks that others depend on come first (e.g., fix a manifest before generating scripts from it).
Separate hand-authored from generated. Writing documentation is a different task from writing the code that generates artifacts.
Include tests with non-trivial code. If a task involves writing non-trivial code (new functions, modified logic, etc.), it should include writing and running unit tests for that code as part of the same task. Only create separate testing tasks for cross-cutting concerns like integration tests, end-to-end tests, or evals that span multiple tasks.
Include file paths. Every task should list the files it touches under a **Files:** line.

5. Write the TODO File

Write the task list to TODO/<SpecName>.md (matching the spec filename without extension). Use this format:

# <Feature Name> — TODO

Tasks for implementing the [<Feature> specification](../Specs/<SpecName>.md).
Each item is a logical unit of work for one coding session.

---

- [ ] **1. <Task title>**

  <Brief description clarifying which part of the spec this covers.
  Only include enough information to make it clear which part of the spec this covers.
  Don't repeat spec details — the reader has read the spec.
  Note any discrepancies found between spec and current state.>

  **Files:** `path/to/file1`, `path/to/file2`

---

- [ ] **2. <Task title>**

  ...

Rules for the format:

Use - [ ] checkboxes for every top-level task.
Use - [ ] sub-checkboxes for tasks with independently verifiable sub-items (like test checklists).
Bold the task number and title.
Include a **Files:** line listing every file the task touches.
Separate tasks with --- horizontal rules.
Link back to the spec in the header.

6. Summary

After writing the TODO file, give the user a brief summary:

How many tasks were created
Which items are quick fixes vs. substantial work
Any ambiguities or decisions found in the spec that the user should resolve