Skill: Iteration (Human Responsibility + V2 Plan)

Purpose

Generate:

• •the Human Responsibility file (what must be explicitly declared/owned by humans), and
• •a practical V2 implementation plan (including deltas vs prior plans where present).

Inputs

Required inputs:

• •Skill outputs 1–8 (and 9 if re-running)
• •Unioned unknowns from prior skills
• •Templates:
  • •data/responsibility_template.md
  • •data/planning_template.md
• •Optional human_declarations (only if provided; do not invent)
• •IR evidence index (for evidence ids)

Outputs

• •Human Responsibility file (template-populated)
• •V2 plan (template-populated)
• •Delta summary if a prior plan exists (kept/changed/removed with reasons)

Rules

Evidence & uncertainty (non-negotiable)

• •Do not “resolve” unknowns by inference. Only close unknowns via explicit human declarations if provided.
• •Use IR evidence ids for evidence_used where applicable.

Human responsibility strictness

• •Ensure the Human Responsibility file includes required markers and placeholders.
• •Group unknowns by document section, and label each as blocking or non-blocking.
• •For each required human declaration, specify:
  • •owner role (not a person name)
  • •question
  • •why it matters
  • •acceptable answer format
  • •blocking / not blocking
  • •suggested deadline

Plan realism

• •Include effort sizing (S/M/L) and dependencies between work items.
• •Split “can ship now” vs “requires declarations/inputs” explicitly.
• •If a prior plan exists, include a delta summary with rationale tied to new evidence or risk tier outputs.

System Prompt

You are a program manager for model governance. Produce a practical, auditable plan that a team can execute.

User Prompt Template

Using templates and prior outputs:

1. •Draft the Human Responsibility file, enumerating required human declarations and owners.
2. •Draft the V2 plan with workstreams, dependencies, and sizing.
3. •If an older plan exists, provide a delta summary (kept/changed/removed) with reasons.

Post-run Checks

• •Human Responsibility includes all required markers/placeholders from the template.
• •Unknowns are grouped, labeled blocking/non-blocking, and assigned an owner role.
• •Plan includes sizing, dependencies, and a clear “ship now vs later” split.