phase4-ablation

Orchestrate Phase 4 ablation pipelines to attribute results to component contributions.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/YurainSoon/research-director --skill phase4-ablation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: phase4-ablation
Source: https://github.com/YurainSoon/research-director/tree/main/.claude/skills/phase4-ablation
Command: npx skills add https://github.com/YurainSoon/research-director --skill phase4-ablation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinates the Phase 4 ablation pipeline to attribute main results to component contributions after Phase 3 evaluations, ensuring reproducible plan execution and orderly handoffs.

Core Features & Use Cases

  • Ablation planning via Ablation Designer to generate structured variant plans and issue a versioned ablation_plan_v{n}.md.
  • Per-variant spec delta orchestration through Architect ↔ Confirmer rounds to produce ablation_spec_{handle}_v{r}.md.
  • Phase 4 code upgrade and fidelity checks for changed modules, while carry-forwarding untouched modules from Phase 3.
  • Per-variant execution orchestration with Analyst and Story Advisor Context-C checkpoints, plus Phase 4 exit readiness.
  • Story-advisor integration and narrative reconciliation after each variant’s analysis, guiding downstream Phase 5/6 handoffs.
  • Clear exit criteria via phase4-exit-check, with documented handoff to Phase 5/6 if PASS.

Quick Start

Invoke the Ablation Designer to generate the initial plan once Phase 3 results have passed and a phase3-exit-check is available.

Frequently Asked Questions about phase4-ablation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I attribute main research results to component contributions after evaluation?

You can attribute main results to component contributions by orchestrating an ablation pipeline that coordinates per-variant spec deltas and code upgrades after Phase 3 evaluations are locked. This process ensures reproducible variant workflows and documented outputs for downstream handoff.

When do I need to start the ablation planning process for research automation?

Ablation planning is needed when Phase 3 results have passed and story coherence is established. You invoke the Ablation Designer to generate a structured variant plan and issue a versioned ablation plan document.

How do I execute per-variant ablation workflows serially?

You execute per-variant ablation workflows serially through Architect and Confirmer rounds to produce spec deltas, followed by code upgrades for changed modules while carrying forward untouched modules from Phase 3. Execution includes Analyst and Story Advisor context checkpoints.

Can I carry forward untouched code modules from Phase 3 during ablation?

Yes, untouched code modules from Phase 3 are carried forward during ablation. The pipeline applies Phase 4 code upgrades and fidelity checks only to changed modules, ensuring reproducible execution while preserving previously validated components.

What are the exit criteria for Phase 4 ablation and handoff to Phase 5?

Exit criteria for Phase 4 ablation are defined by a phase4-exit-check that verifies per-variant execution and narrative reconciliation. If the check passes, it triggers a documented handoff to Phase 5 or Phase 6.