yogsoth-ai/de-anthropocentric-research-engine

900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable packages over a 4-layer hierarchy (Campaign → Strategy → Tactic → SOP). Non-linear orchestration with backtracking, 6 MCP integrations. The AI is the researcher — you set the direction.

This repository also configures its own agents. See what de-anthropocentric-research-engine tells them →

462Stars on the repository
200Mods indexed here, across every type
2d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

analogical-transfer

73

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Systematic structure-mapping from source to target domain (Gentner). Identify relational correspondences and transfer higher-order constraints.

not rated 462 +31 2d ago A SkillSpector: warn 28 tokens original Apache-2.0

analogy-chain

74

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Chain analogies to deeper levels (3-5 layers). Each layer reveals new aspects and insights not visible at the surface.

not rated 462 +31 2d ago A SkillSpector: pass 29 tokens original Apache-2.0

analogy-extraction

75

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Extract transferable structural principles from source domains. Orchestrates source identification → abstraction → structural mapping → transfer validation.

not rated 462 +31 2d ago A SkillSpector: pass 27 tokens original Apache-2.0

and-or-decompose

77

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

KAOS-style recursive goal decomposition. AND decomposition for sub-goals that must ALL be satisfied. OR decomposition for alternative paths where any one suffices. Produces a GoalTree (DAG structure).

not rated 462 +31 2d ago A SkillSpector: pass 45 tokens original Apache-2.0

anti-benchmark

81

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Challenge industry best practices' hidden assumptions. Deconstruct benchmarks to reveal unexamined constraints.

not rated 462 +31 2d ago A SkillSpector: warn 22 tokens original Apache-2.0

ara-compile

85

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude Code needs its repo

SOP: Turn the feeding plan into the compiler's $ARGUMENTS and run the external ARA compiler once inline to produce ../ara/.

not rated 462 +31 2d ago A SkillSpector: warn 33 tokens original Apache-2.0

ara-from-context

86

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude Code

Campaign: Compile a context/ research record into an ARA (Agent-Native Research Artifact) and run a Level-2 epistemic review — no LaTeX, no narrative paper.

not rated 462 +31 2d ago A SkillSpector: warn 41 tokens original Apache-2.0

ara-rigor-review

87

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

SOP: Run the external ARA rigor-reviewer (Seal Level 2, six-dimension semantic review) over ../ara/ and pass its level2report.json to the user.

not rated 462 +31 2d ago A SkillSpector: pass 42 tokens original Apache-2.0

argument-mapping

90

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Campaign for mapping argument structures — extract claims, link evidence, assess strength, synthesize positions. Produces argument graphs in the wiki vault.

not rated 462 +31 2d ago A SkillSpector: pass 32 tokens original Apache-2.0

argument-synthesis

91

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Strategy for synthesizing argument positions — aggregate evidence, resolve contradictions, produce synthesis reports identifying which claims survive scrutiny.

not rated 462 +31 2d ago A SkillSpector: pass 26 tokens original Apache-2.0

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

SOP for generating argument structure visualization — query graph for argument chains, format as mermaid diagram or indented tree, write to vault.

not rated 462 +31 2d ago A SkillSpector: pass 33 tokens original Apache-2.0

ask-constraints

94

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Understand hard boundaries on the user's research — target venues, methodology preferences, areas to avoid, advisor/team requirements. Not limited to ML/AI — works for any research domain.

not rated 462 +31 2d ago A SkillSpector: pass 39 tokens original Apache-2.0

ask-intentionality

96

yogsoth-ai/de-anthropocentric-research-engine

Skill Claude CodeCodex

Deep WHY probing inspired by i Intentionality modeling. Understand the user's motivation, success definition, risk tolerance, innovation preference, independence preference, time urgency, and learning willingness. The most important SOP in actor-profiling — understanding WHY drives everything downstream.

not rated 462 +31 2d ago A SkillSpector: pass 58 tokens original Apache-2.0

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