Skill329 estrellas del repoactualizado 5d ago

alternatives-generation

The alternatives-generation skill systematically produces distinct alternatives for every known approach to a problem, ensuring no methodology remains unquestioned. It spawns a dedicated subagent to maintain focus on generating genuinely different options rather than incremental variations, enabling comprehensive exploration of alternative methodologies within structured research workflows.

Ver fuente Repositorio: de-anthropocentric-research-engine

Instalar en Claude Code

Copiar

git clone --depth 1 https://github.com/yogsoth-ai/de-anthropocentric-research-engine /tmp/alternatives-generation && cp -r /tmp/alternatives-generation/skills/alternatives-generation ~/.claude/skills/alternatives-generation

Después abre una sesión nueva de Claude Code; el skill carga automáticamente.

Definición

SKILL.md

# Alternatives Generation

Generate alternatives for every known approach.

## Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

## Why Subagent

Alternatives generation requires systematically considering each known approach and producing genuinely different alternatives (not variations). Benefits from dedicated context that can maintain the "different, not better" mindset.

Del mismo repositorio

formated-resultSkill

Experiment-specific - summarize the DARE executor's research design into a clean research_result report, forced to write back into the spec file produced by formated-specs.

formated-specsSkill

Experiment-specific - replaces writing-specs, emits DARE's 4-layer call plan as a clean research_graph schema. Last step forces load formated-result.

injection-fidelitySkill

loss-1 judge - read a sample's full dialogue and decide whether the user simulator semantically enacted its Policy Card. check-blind.

ladder-quality-orderSkill

loss-2 judge - pairwise quality comparison across the n rungs within one topic; decide monotonicity and endpoint separation. check-blind, D1-D5 only.

abductive-hypothesis-generationSkill

Strategy: 面对异常的最佳解释推理

ablation-brainstormSkill

Remove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.

ablation-component-mappingSkill

Map system architecture to ablatable units for ablation studies

ablation-designSkill

Design ablation studies to isolate component contributions in ML systems