Feature Planning

SkillProductivity

Break features into implementation plans, acceptance criteria, and sequenced tasks.

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 Feature Planning skill

What this skill tells your AI

The instructions your AI receives, as published by hybridaione/hybridclaw in skills/feature-planning/SKILL.md and read by ahel’s review.

Use this skill to turn a feature request into an implementation plan that is specific enough to execute without rediscovering the codebase.

Planning Workflow

  1. Confirm the goal, constraints, and non-goals.
  2. Inspect the current code paths, types, tests, and similar features.
  3. Identify the files and system boundaries likely to change.
  4. Break the work into small sequenced tasks.
  5. Define validation for each stage and for the final change.
  6. Capture risks, dependencies, and unanswered questions.

Default Output

When the user asks for a plan and does not specify a format, use:

  1. Goal
  2. Current state
  3. Proposed approach
  4. Task breakdown
  5. Validation plan
  6. Risks and unknowns
  7. Recommended next action

Task Rules

Each task should have one concrete outcome. Prefer:

  • exact file paths instead of vague module names
  • explicit commands instead of "run the tests"
  • acceptance criteria that can be verified
  • clear notes on migrations, docs, config, or rollout work when relevant

If the scope is large, group tasks into milestones, but keep each task small enough that an implementer can finish it without further decomposition.

Codebase Exploration

Before finalizing a plan, inspect the repo for:

  • existing patterns that should be preserved
  • nearby tests and fixtures
  • configuration or schema touchpoints
  • user-facing docs or CLI/help text that may need updates

Use the existing codebase to anchor the plan instead of inventing new patterns.

Validation Expectations

Every plan should name the checks needed to prove the change works. Prefer the smallest useful set, for example:

npm run typecheck
npm run lint
npm run test:unit

Replace generic commands with repo-specific ones after inspecting the project.

Working Rules

  • Separate required work from optional polish.
  • State assumptions when dates, estimates, or dependencies are uncertain.
  • Sequence risky or high-uncertainty work before cleanup and polish.
  • Name what will not change so scope stays bounded.
  • Flag decisions that need user input instead of hiding them in the plan.

Common Outputs

Use whichever artifact best fits the request:

  • implementation plan
  • milestone breakdown
  • acceptance criteria
  • rollout checklist
  • dependency map
  • risk register

For plans that will be handed to another implementer, optimize for clarity over brevity: exact files, concrete commands, and explicit success criteria.

Signals

GitHub stars
132
Forks
12
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
feature-planning
Source
github.com/hybridaione/hybridclaw