formated-results
Closing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced into one research-result JSON fenced…
Classify candidates into predefined categories using ELECTRE-Tri, FlowSort,
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill category-sorting --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/category-sortingContext preview
The summary Claude sees to decide when to auto-load this skill.
Classify candidates into predefined categories using ELECTRE-Tri, FlowSort,
name: category-sorting description: Classify candidates into predefined categories using ELECTRE-Tri, FlowSort, AHPSort, or DRSA methods. dependencies: tactics: - convergence-scoring-matrix-construction - screening-then-scoring
**Purpose:** Classify candidate alternatives into predefined categories (e.g., A/B/C grades, compliant/non-compliant), supporting ELECTRE-Tri, FlowSort, AHPSort, DRSA, and other classification methods.
**When to use:**
| Base SOP | Target | ±10% Range | |----------|--------|------------| | criterion-definition | 5-8 criteria | 4-9 | | weight-elicitation-sop | 1 weight vector | 1 | | threshold-setting | 1 threshold set | 1 | | alternative-scoring | 1 score matrix | 1 | | scoring-synthesis | 1 classification | 1 |
strategy: category-sorting status: pending categories_defined: false criteria_defined: false weights_computed: false thresholds_set: false scores_computed: false classified: false result: null
1. Define category definitions and boundary conditions 2. Invoke criterion-definition to determine classification criteria 3. Invoke threshold-setting to set category boundaries 4. Score each alternative independently and determine category membership 5. Handle borderline cases (pessimistic vs optimistic assignment)
## Classification Results **Method:** [ELECTRE-Tri / FlowSort / AHPSort / DRSA] **Category Definitions:** [A=Excellent, B=Good, C=Needs Improvement, D=Unqualified] ### Classification Table | Alternative | Category | Confidence | Boundary Distance | |-------------|----------|------------|-------------------| ### Borderline Cases [List alternatives near category boundaries and their sensitivity]
<!-- BEGIN available-tables (generated) -->
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use | | --- | --- | | convergence-scoring-matrix-construction | Build a complete scoring matrix through criterion definition, weighting, scoring, normalization, and sensitivity testing. | | screening-then-scoring | First eliminate non-qualifying candidates with non-compensatory rules, then score survivors with full MCDA methods. |
<!-- END available-tables (generated) -->
The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.
Repo: yogsoth-ai/de-anthropocentric-research-engine
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