decompose-and-or-goal

SkillDev tools

Lets your agent break a big goal into a tree of smaller, testable subgoals with dependencies and feasibility notes.

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

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the decompose-and-or-goal skill

About this skill

Recursively decompose a goal into an AND/OR DAG whose leaves are executable or testable subgoals.

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/decompose-and-or-goal/SKILL.md and read by ahel’s review.

Purpose

Recursively decompose a goal into an AND/OR DAG whose leaves are executable or testable subgoals.

Input contract

required: [top_goal, constraints]
optional: [actor_profile, obstacle_report, existing_subgoals]
constraints: [branch semantics, dependencies, and leaf criteria must be explicit]

Procedure

  1. Split the goal into necessary AND conditions and alternative OR paths.
  2. Recurse until each leaf has an observable result or executable action.
  3. Attach actors, dependencies, constraints, and unresolved feasibility to each branch.
  4. Preserve shared subgoals as DAG nodes rather than duplicating them.

If the AND/OR decomposition is complete enough to test necessity and coverage, consider validate-goal-tree as the next tactic.

Output contract

produces: [goal_dag, branch_semantics, executable_leaves, dependency_edges, feasibility_questions]
delta_fields: [findings, hypothesis_updates, uncertainties, open_questions]

Quality gates

  • Every leaf traces to the top goal.
  • AND/OR labels and dependency directions are unambiguous.
  • Cycles and duplicate shared nodes are flagged.

Failure and counterexamples

Do not split prose into labels without changing testability, and do not treat alternatives as simultaneous requirements.

Provenance map

  • resolved: north-star-crystallization-and-or-decompose

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
decompose-and-or-goal
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine