insight

star 331

Insight Campaign — deep root-cause analysis of why research gaps persist. 5 strategies (root-cause-drilling, stakeholder-mapping, tension-mining, question-reformulation, assumption-audit), 4 tactics, 13 subagent SOPs.

yogsoth-ai By yogsoth-ai schedule Updated 6/16/2026

name: insight description: Insight Campaign — deep root-cause analysis of why research gaps persist. 5 strategies (root-cause-drilling, stakeholder-mapping, tension-mining, question-reformulation, assumption-audit), 4 tactics, 13 subagent SOPs. execution: campaign used-by: deep-insight

Insight

Understand WHY gaps persist — root causes, stakeholders, tensions, and hidden assumptions.

Design Philosophy

This campaign is a strategy book — CC reads, internalizes, and autonomously constructs an approach. The SKILL.md files are textbooks, not scripts. CC decides execution order, depth, and iteration based on research context.

Strategy Routing

Signal Strategy
为什么存在、根因、5 Whys、鱼骨图、因果树 → root-cause-drilling
谁受影响、利益相关者、JTBD、CSH 12 问 → stakeholder-mapping
对立力量、张力、极性、冲突蒸发 → tension-mining
如何框定问题、HMW、抽象阶梯、苏格拉底 → question-reformulation
隐含假设、脆弱性、前提审计、红队 → assumption-audit

Available Tactics

  • causal-tree-building — logical causal tree construction
  • dialectical-synthesis — thesis-antithesis-synthesis cycle
  • boundary-unfolding — expose hidden system boundaries
  • assumption-stress-test — systematic assumption stress testing

Available SOPs

Import (5): web-search, web-research, paper-overview, paper-search, paper-research

Subagent (13): five-whys-drilling, ishikawa-decomposition, current-reality-tree, csh-12-question, jtbd-mapping, salience-classification, evaporating-cloud, polarity-mapping, abstraction-laddering, hmw-formulation, socratic-probing, abp-vulnerability-classification, clr-validation

Shared (2): evidence-synthesis, assumption-surfacing

Context Management

context-checkpoint after each strategy completes. Accumulated state persists across strategies within a campaign run.

Install via CLI
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill insight
Repository Details
star Stars 331
call_split Forks 25
navigation Branch main
article Path SKILL.md
More from Creator