boundary-analysis
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npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/boundary-analysisProbe where methods fail — validity envelopes, robustness, failure modes, scaling limits.
SKILL.md
.github/skills/boundary-analysisView on GitHub ↗
--- name: boundary-analysis description: Boundary Analysis Campaign — probe where methods fail, map validity envelopes, test robustness, catalog failure modes, detect scaling limits. 5 strategies, 3 tactics, 11 subagent SOPs. execution: campaign used-by: deep-insight --- # Boundary Analysis Probe where methods fail — validity envelopes, robustness, failure modes, scaling limits. ## Design Philosophy This campaign is a strategy book — CC reads, internalizes, and autonomously constructs an approach. The SKILL.md files are textbooks, not scripts. ## Strategy Routing | Signal | Strategy | |--------|----------| | 有效条件、适用范围、多轴变异、退化曲线 | → validity-envelope-mapping | | 跨方法一致性、多模型收敛、Wimsatt 鲁棒性 | → robustness-testing | | 系统边界、纳入/排除、CSH 批判 | → boundary-critique | | 失效模式、边界输入、分布偏移、对抗性 | → failure-mode-analysis | | 规模极限、scaling law、行为突变、容量 | → scaling-frontier | ## Available Tactics - multi-model-convergence — Wimsatt-style cross-validation - systematic-perturbation — multi-axis validity probing - failure-mode-cataloging — systematic failure taxonomy ## Available SOPs **Import (5):** web-search, web-research, paper-overview, paper-search, paper-research **Subagent (11):** assumption-enumeration, alternative-model-generation, convergence-assessment, fragility-flagging, variation-axis-definition, controlled-perturbation, validity-envelope-construction, edge-case-generation, failure-clustering, scaling-regime-detection, boundary-synthesis **Shared (1):** evidence-synthesis ## Context Management context-checkpoint after each strategy completes.