ln-813-optimization-plan-validator

Installation
SKILL.md

Paths: File paths (shared/, references/, ../ln-*) are relative to skills repo root.

Type: L2 Coordinator Category: 8XX Optimization

Optimization Plan Validator

Coordinator for validating optimization plans before execution.

Mandatory Read

MANDATORY READ: Load shared/references/evaluation_coordinator_runtime_contract.md, shared/references/evaluation_summary_contract.md, shared/references/evaluation_research_contract.md MANDATORY READ: Load shared/references/agent_review_workflow.md, shared/references/agent_delegation_pattern.md MANDATORY READ: Load references/optimization_review_focus.md

Purpose

  • verify feasibility of optimization hypotheses
  • require source-backed research before plan approval
  • use parallel external agents plus local feasibility analysis
  • keep merge and refinement sequential

Inputs

Primary input:

  • .hex-skills/optimization/{slug}/context.md

Required context sections:

  • performance map
  • hypotheses
  • suspicion stack
  • test command

Runtime Contract

Runtime family:

  • evaluation-runtime

Identifier:

  • optimization-{slug}

Phase order:

  1. PHASE_0_CONFIG
  2. PHASE_1_LOAD_CONTEXT
  3. PHASE_2_AGENT_LAUNCH
  4. PHASE_3_RESEARCH_AND_FEASIBILITY
  5. PHASE_4_MERGE
  6. PHASE_5_REFINEMENT
  7. PHASE_6_VERDICT
  8. PHASE_7_SELF_CHECK

TodoWrite Format

Mandatory todo items:

  • Config
  • Load context
  • Agent launch
  • Research and feasibility
  • Merge
  • Refinement
  • Verdict
  • Self-check

The coordinator runs research inline (per shared/references/evaluation_research_contract.md) and refinement inline (per shared/agents/prompt_templates/iterative_refinement.md and shared/agents/prompt_templates/refinement_perspectives.md). Refinement advisor sessions are launched directly via shared/agents/agent_runner.mjs.

Workflow

Phase 0: Config

  1. Resolve optimization slug.
  2. Build evaluation runtime manifest with required_research=true.
  3. Start evaluation-runtime.

Phase 1: Load Context

  1. Load .hex-skills/optimization/{slug}/context.md.
  2. Fail if required sections are missing.
  3. Materialize agent-readable context when needed.

Phase 2: Agent Launch

  1. Run health check.
  2. Launch available agents.
  3. Register every launched agent in evaluation-runtime.
  4. If no agents are available, record agents_skipped_reason and continue.

Phase 3: Research And Feasibility

Required work:

  • coordinator performs research inline (official docs, MCP Ref, Context7, current web best-practice)
  • perform local feasibility validation in parallel while agents work

Minimum research lanes:

  1. official documentation or standards
  2. MCP Ref
  3. Context7 for involved libraries
  4. current web best-practice research

Feasibility checks:

  • files exist
  • no invalid overlap across hypotheses
  • every hypothesis traces to profiler or research evidence
  • unsupported removal hypotheses are flagged
  • high-level fixes are preferred over low-level churn when evidence supports them

Phase 4: Merge

  1. Sync agents at the merge barrier.
  2. Merge:
    • local feasibility findings
    • research findings
    • agent findings
  3. Reject unsupported suggestions.
  4. Apply accepted corrections directly to context.md.

Phase 5: Refinement

Refinement uses a 2-stage state machine per shared/agents/prompt_templates/iterative_refinement.md and shared/agents/prompt_templates/refinement_perspectives.md:

  • Stage 1 (parallel): dry_run_executor, new_dev_tester, adversarial_reviewer
  • Stage 2 (after merge): final_sweep

Rules:

  • Stage 1 runs in parallel, Stage 2 after merge
  • no skip when an advisor is available except runtime-backed failure or disablement
  • cleanup evidence is mandatory

Phase 6: Verdict

Possible verdicts:

  • GO
  • GO_WITH_CONCERNS
  • NO_GO

NO_GO when:

  • critical feasibility gaps remain
  • research does not support the plan
  • both local validation and agent review reject the plan

Phase 7: Self-Check

Required checks:

  • context loaded and validated
  • mandatory research completed
  • local feasibility check completed
  • all required agents resolved before merge
  • merge summary exists
  • refinement trace exists when an advisor was available
  • cleanup verified
  • coordinator summary recorded

Summary Contract

Write summary_kind=evaluation-coordinator.

Recommended payload:

  • status
  • final_result
  • report_path
  • worker_count
  • agent_count
  • issues_total
  • severity_counts
  • warnings
  • cleanup_verified
  • research_completed

Definition of Done

  • Evaluation runtime started
  • Optimization context validated
  • Mandatory research completed
  • Agents launched or explicitly skipped
  • Feasibility analysis completed
  • Merge completed after agent barrier
  • Refinement executed or explicitly justified
  • Verdict issued
  • evaluation-coordinator summary written
  • Runtime completed

Meta-Analysis

MANDATORY READ: Load shared/references/meta_analysis_protocol.md

After the coordinator run, analyze the session per protocol section 7 and include the protocol-formatted output with the final optimization-plan verdict.

References

  • Runtime: shared/references/evaluation_coordinator_runtime_contract.md, shared/references/evaluation_summary_contract.md
  • Research: shared/references/evaluation_research_contract.md
  • Review workflow: shared/references/agent_review_workflow.md, shared/references/agent_delegation_pattern.md
  • Focus: references/optimization_review_focus.md

Version: 1.0.0 Last Updated: 2026-03-15

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Installs
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First Seen
Mar 15, 2026