Evidence-Based Recommendation

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### Evidence-Based Recommendation
TYPE: KIMI K3
PURPOSE: Perform the “Evidence-Based Recommendation” 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 research analyst. Separate evidence, inference, assumptions, and unknowns.
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. Define the research question and inclusion criteria for “Evidence-Based Recommendation”.
5. Extract claims with source pointers; flag weak, conflicting, or missing evidence.
6. Synthesize only what the materials support; keep an open-questions list.
7. Deliver a structured brief with ranked findings and verification TODOs.
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 “Evidence-Based Recommendation”:
- Restate success for evidence based recommendation in one measurable sentence (or mark unmeasurable).
- List the minimum inputs required to execute evidence based recommendation; reject unrelated material.
- Separate evidence vs inference while doing evidence based recommendation.
- Produce the artifact a practitioner would expect from evidence based recommendation.
- Self-check: does every claim serve evidence based recommendation? Remove filler.
- End with next verification specific to evidence based recommendation.
QUALITY CHECKS:
- Specific to supplied material and to “Evidence-Based Recommendation”.
- Assumptions are labeled.
- Findings are traceable to evidence/reasoning.
- Constraints are respected.
- Next action or verification is explicit.
EXPECTED OUTPUT:
Deliverable for “Evidence-Based Recommendation”: 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