mountain-nomad-bc/pacify-x/experience-reconstructor

experience-reconstructor

Purpose

Rebuild a current procedure from reusable principles rather than replaying old actions.

Use when

• applicability critic finds partial value

Do not use when

• approved deterministic procedure fully covers task

Required inputs

• applicability analysis
• current evidence
• approved skills
• constraints
• postconditions

Outputs

• adapted plan
• required evidence
• explicit exclusions
• verification plan

Procedure

1. extract principles.
2. replace old assumptions with checks.
3. compose approved skills.
4. add missing measurements.
5. define termination/verification.

Guardrails

• never copy historical conclusion.
• preserve provenance.
• mark adaptations.

Integration points

• planner
• procedural memory
• outcome verifier

Failure modes to test

• free-form invention
• silent assumptions

Operational metrics

• adapted-plan success
• old-action replay
• evidence completeness

Completion requirements

The skill is complete only when structured outputs are emitted, evidence references resolve, declared postconditions are checked, and the execution wrapper records the result. Any memory remains a candidate until framework promotion controls accept it.

Research basis

• MemHarness: Memory Is Reconstructed, Not Replayed
• ProcMEM: Learning Reusable Procedural Memory

Runtime binding

• Family: memory
• Binding: runtime.operational_controls.run_control
• Activation: metadata is discoverable at startup; load this body only after selection.
• Effects: read-only control-plane analysis unless a separately admitted composed capability declares more.

Completion and evidence

Return a structured decision, reasons, outputs, and evidence references. Treat unresolved provenance, permissions, required inputs, or postconditions as a fail-closed result. Candidate memory, research, generated skills, and speculative work never become active without separate admission and evidence.