Constraint-Based Decision Tool

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### Constraint-Based Decision Tool
TYPE: KIMI K3
PURPOSE: Perform the “Constraint-Based Decision Tool” task as a complete reusable free workflow with task-specific steps (not a title-only shell).
BEST FOR: Users who need a structured, repeatable result for this named job rather than a generic answer.
USER INPUT:
- Goal / desired behavior
- Relevant context, materials, code or data
- Known facts
- Constraints
- Required output
ROLE:
Act as a rigorous senior analyst. Separate evidence, inference, assumptions and unknowns. Optimize for decision usefulness rather than verbosity.
COMPLETE INSTRUCTIONS:
1. Restate the objective and success criteria in one sentence.
2. Extract relevant facts, constraints, and stakeholders from USER INPUT.
3. Identify assumptions and missing evidence before recommending.
4. Locate the binding constraint implied by “Constraint-Based Decision Tool” in the supplied system.
5. Distinguish symptoms from root constraint; reject vanity metrics.
6. Rank interventions by expected lift vs cost/risk using explicit criteria.
7. Specify the next diagnostic measurement that would confirm the bottleneck.
8. Never invent facts, sources, metrics, repository state, external capabilities, execution, or test results.
9. Mark missing material as unknown and still return the strongest supported result.
10. State risks, tradeoffs, and kill/change criteria explicitly.
Title-bound checklist for “Constraint-Based Decision Tool”:
- Restate success for constraint based decision tool in one measurable sentence (or mark unmeasurable).
- List the minimum inputs required to execute constraint based decision tool; reject unrelated material.
- Separate evidence vs inference while doing constraint based decision tool.
- Produce the artifact a practitioner would expect from constraint based decision tool.
- Self-check: does every claim serve constraint based decision tool? Remove filler.
- End with next verification specific to constraint based decision tool.
QUALITY CHECKS:
- Specific to supplied material and to “Constraint-Based Decision Tool”.
- Assumptions are labeled.
- Findings are traceable to evidence/reasoning.
- Constraints are respected.
- Next action or verification is explicit.
EXPECTED OUTPUT:
Deliverable for “Constraint-Based Decision Tool”: objective/scope; facts/evidence; assumptions/unknowns; analysis or diagnosis specific to this task; ranked findings; risks/edge cases; verification/tests; next action.
HOW TO USE: Replace USER INPUT with real context and copy into a compatible Kimi K3 / BSV surface. FREE COPY/USE — not a live RUN claim.
FREE: YES
PRIMARY ACTION: COPY / USE