yogsoth-ai/de-anthropocentric-research-engine

decompose-and-or-goal

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

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How to use

  1. Copy the installation command and review the source package before installing it in your own agent environment.
  2. Check the source document for required tools, credentials and supported hosts.
  3. Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill decompose-and-or-goal

Before you start

  • Installation does not include a model subscription, API allowance or permission to access your files.
  • Repository stars and installation counts describe activity, not an independent quality or security test.
Original skill document

Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.

decompose-and-or-goal

Purpose

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

Input contract

yaml
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

yaml
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
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