Frame-Problem to Probe (Liminal) Handoff

Thinking Trail

• Considered: {what approaches were weighed during framing}
• Rejected: {why pure Complicated or pure Complex didn't fit}
• Triangulation: T1={result}, T2={result}, T3={result} — {which disagreed and why}
• Liminal signal: {specific test that pointed to adjacent domain}
• Models used: Cynefin triangulation (Keogh + Predictability + Disassembly)
• Constraints discovered: {mix of governing + enabling constraints}

Decisions

1. Domain: Liminal Complicated↔Complex (boundary state)
2. Route: probe first (resolve boundary) → re-frame with evidence
3. Rationale: {can't tell if expertise applies or experimentation needed — probe to find out}

Actions Taken

• Triangulated: 2/3 tests or split signal detected
• Liminal state identified — not forcing a binary classification
• Scale determined: {boulder|pebble}

Output

🎯 Liminal Comp↔Complex → Probe → resolve boundary → /frame-problem | OpenSpec: deferred | Scale: {scale}

Domain Transition

From: Confused → To: Liminal Complicated↔Complex Constraint shift: unknown → mixed governing/enabling. Cannot yet determine if expertise resolves this or experimentation is needed.

For /probe

• Hypothesis: "This problem is analyzable by expertise" (probe to confirm or refute)
• Enabling constraints: {what bounds this probe}
• Confirm criteria: Expert analysis produces consistent, actionable recommendations → Complicated, route to investigate
• Refute criteria: Expert analysis produces contradictory or untestable recommendations → Complex, route to brainstorm or probe
• Do NOT: Skip Phase 1 entry gate. This probe resolves the domain boundary, not the problem itself.

Accumulated Context

Token guidance: target 300 tokens inline. For depth, use references — point to thinking artifact files rather than embedding full content. Soft cap: 600 tokens inline per handoff. If you need more, move detail to a knowledge file and reference it. Accumulated cap: 800 tokens across a chain — compress to 200 at cap (keep: decisions, constraints, rejected paths). References to thinking files do NOT count toward the cap.