yogsoth-ai/de-anthropocentric-research-engine - Page 6

literature-research

Deep literature research — raw full text reading and targeted PDF queries for rigorous analysis

literature-search

Medium-depth literature search — read AI-summarized reports for every paper analyzed

north-star-crystallization-broad-paper-search

Paper landscape scan within selected field(s). Strict import of literature-engine/literature-overview skill. Hard constraint: at least 80 papers scanned.

north-star-crystallization-broad-web-search

Quick web scanning for field landscape understanding. Strict import of web-browsing/web-search skill. Hard constraint: brave_web_search count=10 per call, at least 150 total search results before completing.

stress-test-assumption-challenge

Strategy: Military-grade assumption testing — Key Assumptions Check, Devil's Advocacy, Team A/B analysis to expose hidden dependencies and unexamined beliefs.

stress-test-dialectical-escalation

Tactic: Progressive debate escalation based on confidence thresholds. Each round increases attack sophistication until defender collapses or proves resilient.

stress-test-paper-overview

Paper landscape scan returning abstracts and metadata. Import of literature-engine/paper-overview skill. Abstracts only — no conclusions from abstracts.

stress-test-paper-research

Paper full text access via alphaxiv answer_pdf_queries or get_paper_content(fullText=true). Import of literature-engine/paper-research skill. Raw extracted text for precise claims.

stress-test-paper-search

Paper AI summary report via alphaxiv get_paper_content. Import of literature-engine/paper-search skill. Structured AI-generated intermediate report.

stress-test-perspective-rotation

Tactic: Sequential perspective evaluation with divergence aggregation. Each agent evaluates from a distinct viewpoint, then disagreements are surfaced and resolved.

stress-test-saturation-detection

Determines whether validation has reached saturation — no new weaknesses or failure modes being discovered. Used by all 5 campaigns as termination signal.

stress-test-validity-envelope-construction

Synthesize breakpoints across dimensions into a coherent validity envelope for a claim.

stress-test-validity-envelope-mapping

Map the complete validity envelope of a claim across all relevant dimensions, synthesizing breakpoints into a bounded region.

stress-test-web-research

Deep web full-text retrieval via Apify RAG browser. Import of web-browsing/web-research skill. Full page content for substantive analysis.

stress-test-web-search

Quick web scanning for landscape understanding. Import of web-browsing/web-search skill. Snippets only — no conclusions from snippets alone.

web-research

Deep web research — fetches full page content for analysis. Snippets alone are PROHIBITED for conclusions.

repo-dependency-graph

Reconstruct a DARE skill repo's true use-dependency relations and render them as a self-contained, offline, Obsidian-style interactive HTML graph (pyvis / vis-network). Use this whenever the user wants to graph / map / visualize the skill dependencies of a…

abductive-hypothesis-generation

Strategy: Inference to the best explanation in the face of anomalies

ablation-brainstorm

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

ablation-component-mapping

Map system architecture to ablatable units for ablation studies

ablation-design

Design ablation studies to isolate component contributions in ML systems

ablation-execution

Remove components one by one from a system, record the response/impact of each removal.

abp-vulnerability-classification

Classify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.

abstraction-extraction

Extract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.

abstraction-ladder

Perform bisociation at multiple abstraction levels

abstraction-laddering

Move between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.

abstraction-to-design

Abstract biological principle to design principle. Bridge from biology to engineering.

action-priority-matrix

Compute Risk Priority Number (RPN = S x O x D), classify failure modes into H/M/L action priority per AIAG-VDA tables.

activity-listing

Enumerate all implementation activities from an experiment design

actor-profiling

Understand who the user is — background, resources, constraints, and deep motivations. Produces an ActorProfile that informs all downstream decisions. Use this tactic at the start of any crystallization process to build a model of the user's capabilities,…

adaptive-pair-selection

Iteratively select maximally informative pairs, execute comparisons, update ratings, and check convergence until ranking stabilizes.

adversarial-debate-protocol

Structured debate protocol that constructs an advocate, deploys critic attacks, and renders a judge verdict through iterative rounds.

adversarial-escalation

Strategy: Progressive pressure escalation — starts with surface-level challenges and escalates to fundamental assumption attacks based on defender confidence decay.

adversarial-persona

Strategy: Role-play attacks from hostile personas — competing lab researcher, hostile reviewer, funding skeptic, domain outsider — each with distinct attack motivations and blind spots.

adversarial-roleplay

Tactic: Construct detailed hostile persona, attack artifact from that persona's perspective, record successful attack paths for aggregation.

advocate-construction

Construct the strongest possible case for a rejected candidate or counter-position.

aggregation-method

Aggregate multiple ranking ballots into a consensus ranking using a specified social choice method.

ahrq-reason-classification

Classify gap root causes using AHRQ 4-reason framework (insufficient info, biased info, inconsistent info, not yet integrated).

alternative-analysis

Strategy: What-If Analysis, Alternative Futures, and Four Ways of Seeing — generate competing explanations and scenarios to challenge the dominant narrative.

alternative-futures

Generate 2-4 divergent scenarios from the same evidence base, each representing a plausible alternative to the artifact's conclusions.