evaluation-filtering
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npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/evaluation-filteringFilters and ranks generated ideas through multi-dimensional evaluation
- Evaluates ideas for novelty, feasibility, and completeness
- Uses novelty-scoring SOP and feasibility criteria
- Ranks ideas using weighted composite score
- Selects top ideas based on tier and coverage gaps
SKILL.md
.github/skills/evaluation-filteringView on GitHub ↗
--- name: evaluation-filtering description: Multi-dimensional evaluation and tiered filtering of generated ideas. Orchestrates novelty assessment → feasibility check → ranking → selection. execution: tactic used-by: structural-deconstruction, cross-domain-discovery, assumption-destruction, biomimicry, synectics, morphological-exploration, lateral-thinking, combinatorial-creativity, perspective-forcing, systematic-enumeration --- # Evaluation Filtering Multi-dimensional evaluation and tiered filtering of generated ideas. ## Stages ### Stage 1: Novelty Assessment Score all ideas on novelty dimensions using novelty-scoring SOP. Assign tier: BREAKTHROUGH / HIGH / MODERATE / INCREMENTAL. ### Stage 2: Feasibility Signal For HIGH and BREAKTHROUGH tier ideas, assess initial feasibility: - Technical feasibility (can it be built with known methods?) - Resource feasibility (reasonable cost/time/expertise?) - Constraint satisfaction (does it meet stated requirements?) This is a signal, not a deep validation — that's the convergence repo's job. ### Stage 3: Ranking Rank ideas by composite score: novelty (0.6) × feasibility signal (0.2) × completeness (0.2). ### Stage 4: Selection Select top ideas for output. All BREAKTHROUGH ideas pass regardless of feasibility. HIGH ideas pass if feasibility ≥ MEDIUM. MODERATE ideas pass only if they fill a coverage gap. ## Minimum Yield | Metric | Floor | |--------|-------| | Ideas evaluated | all generated ideas | | Ideas scored on all dimensions | 100% | | Tier distribution reported | yes | | Top ideas selected | ≥5 (or all BREAKTHROUGH + HIGH) | ## Available SOPs | SOP | Role | |-----|------| | novelty-scoring | Stage 1 — multi-dimensional novelty assessment | | constraint-injection | Stage 2 — test feasibility under constraints | | idea-synthesis | Stage 3 — refine top ideas into complete descriptions | | saturation-detection | Pre — determine if enough ideas exist to evaluate |