사용 방법
- 설치 명령을 복사하고 자신의 에이전트 환경에 설치하기 전에 소스 패키지를 확인하세요.
- 필요한 도구, 인증 정보, 지원 환경은 원본 문서에서 확인하세요.
- 입력과 원하는 산출물을 설명하고 출처와 결과를 대조하세요.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill collect-independent-judgments시작 전 확인
- 설치에는 모델 구독, API 한도, 파일 접근 권한이 포함되지 않습니다.
- 별점 수와 설치 수는 활동 지표이며 독립적인 품질·보안 검증이 아닙니다.
원본 저장소의 제목, 예시, 코드, 표, 링크, 이미지를 유지해 표시합니다.
collect-independent-judgments
Purpose
Collect blinded judgments from genuinely independent evaluators or perspectives before exposing peer outputs.
Input contract
required: [judgment_prompt, evaluator_roster, candidate_set, independence_rules]
optional: [rubric, response_deadline, abstention_policy]
constraints: [evaluators receive no peer judgments; each ballot preserves rationale and provenance]Procedure
- Freeze the candidate set, rubric, prompt, and independence rules before collection.
- Obtain one sealed judgment and rationale per evaluator, recording abstentions and unavailable evidence.
- Check for shared data, model, prompt, or deliberation leakage before unblinding.
- Unblind only after collection, then return ballots, independence flags, and an aggregation-ready dataset.
If independent judgments are complete and their provenance is preserved, consider aggregate-ranking as the next tactic.
Output contract
produces: [sealed_ballots, independence_audit, rationale_set, aggregation_dataset]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]Quality gates
- A-class gate: declared universe = all commissioned evaluator ballots; numerator = ballots complete, provenance-linked, and leakage-free; batch increment = one sealed ballot; stopping reason = roster exhausted or a declared quorum reached with all exclusions documented; source references = evaluator, prompt, data, and ballot IDs; direction/threshold reason = independence confidence decreases with shared inputs or peer exposure.
- No aggregation before the leakage check is complete.
Failure and counterexamples
Do not count multiple roles using the same evidence as independent judgments. An abstention is a recorded outcome, not a missing pass.
Provenance map
- resolved: collective-adjudication


