PthahnixCommunity·84 Agent Skills Included

De-Anthropocentric-Research-Engine

Autonomous end-to-end scientific research and paper analysis

Runs the full research lifecycle autonomously: crystallizes a direction, surveys literature, finds gaps, generates and stress-tests hypotheses, and designs experiments. Reads academic papers with structured methods like three-pass reading, bias-risk appraisal, and reproducibility grading. Eliminates manual literature review, ad-hoc note-taking, and unstructured ideation by composing 900+ skills into executable research specs.

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npx skills add Pthahnix/De-Anthropocentric-Research-Engine --all -g -y

Available:

Tells the agent how to locate the DARE skill root, read the orchestrator and research-catalog skills first, follow each skill's declared dependencies as the call graph, and load only the skills needed for the current research task.

All Skills in This Repository (84)

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Pthahnix

/dare

Orchestrate end-to-end research with literature surveys, gap analysis, and experiment design.

Assumption Destruction

Extract assumptions from insights and apply four structured SOPs to challenge them.

Idea Augmentation

Augment existing ideas with SCAMPER, component-surgery, and reviewer2-hat analysis.

Cross-Domain Collision

Combine diverse domain concepts to generate novel hybrid ideas.

Structural Deconstruction

Execute multiple SOPs to generate and deduplicate structural idea variants.

Method Evolution

Orchestrate one generation of evolutionary method improvement for AI research pipelines.

Insight

Execute a 7-step INSIGHT pipeline to produce a validated insight chain from a gap.

Systematic Enumeration

Cross-enumerate multiple SOPs to generate and aggregate research ideas.

Idea Generation

Generate diverse cross-domain ideas through multi-phase divergence, cross-pollination, and convergence.

Multiagent Debate

Orchestrate Critic-Defender-Judge debates to validate research artifacts.

Component Surgery

Decompose ideas into components and apply surgical operations to generate transformed variants.

Review

Orchestrate artifact review workflows with self-review, filtering, and debate escalation.

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Frequently Asked Questions

FAQPage Schema

How to install De-Anthropocentric-Research-Engine?▼

Run `npx skills add Pthahnix/De-Anthropocentric-Research-Engine --all -g -y` in your terminal to install the full skill set globally.

What does DARE actually do?▼

It autonomously runs the research process: crystallizing a direction, searching and reading papers, finding gaps, generating hypotheses, stress-testing them, and producing executable research specs.

Can DARE read and evaluate academic papers?▼

Yes. Its paper-reading package supports Keshav three-pass reading, QALMRI worksheets, risk-of-bias tools like RoB2 and QUADAS-2, and reproducibility grading for ML papers.

Does DARE follow a fixed research pipeline?▼

No. Its 10 research packages are freely composable, and the agent decides which to invoke, in what order, and when to loop back based on the current research state.

Do I need research experience to use DARE?▼

No. You only provide an initial direction or topic; the agent handles searching, reading, ideation, and spec generation, asking for your approval at key checkpoints.