Research

Compute a fragility index from flip-point distances and degradation scores, summarizing how robust the conclusion is.

Identify which specific assumption changes cause conclusion divergence. Rates fragility severity and plausibility of alternatives.

Split concepts into smaller units and recombine them differently to produce novel structures.

Express the user's chosen research direction as a formal goal statement in the format: 'Achieve [what], such that [effect], under [constraints]'. Confirm with user before proceeding to decomposition.

Force connection between two unrelated concepts. Deliberately construct bridging paths where no natural connection exists.

Force connections between unrelated technologies. Deliberately construct bridges where none naturally exist to discover novel integration possibilities.

Force-fit excursion discoveries back to the original problem. Deliberately create connections between unrelated findings and the challenge.

Find the minimal change magnitude along a dimension that causes the conclusion to flip from true to false.

Iterative "Why?" questioning (5+ levels) to drill from surface phenomenon to actionable root cause. Each level verified against evidence.

SOP: FINER 5 项标准逐项检验研究问题质量

Aggregate, deduplicate, and classify findings from multiple probes into a coherent vulnerability report.

Self-review the North Star + ResearchBrief for completeness, consistency, and clarity before presenting to user. If issues found, return to specific tactic/SOP for targeted fix. If passes, present final output to user for confirmation.

Create anonymized feedback report summarizing group judgment distribution for a given round.

Synthesize all assessments into a feasibility matrix, recommendation, and risk summary.

SOP: 评估研究 gap 的可攻击性，识别瓶颈并输出可行性评分

Strategy: 在资源约束下重塑研究问题 — pragmatic 调整保持核心价值

Cross-reference the GoalTree against ActorProfile (capabilities), ObstacleReport (known barriers), and timeline (deadline feasibility). Identify infeasible paths and suggest OR alternatives.

Feasibility Assessment Campaign — evaluate whether selected candidates can actually be implemented using TRL, NASSS, Stage-Gate, TRIZ, TOC, and parametric estimation methods.

Unconstrained wish-fulfillment ideation. Ignore all physical laws to imagine the ideal solution, then identify realization directions.

Wish-fulfillment thinking — ignore physical laws for ideal solution. Use unconstrained imagination to reveal what the problem truly needs.

SOP: 检验假设是否满足可证伪性标准

Tactic: 假设质量保证——检验可证伪性，修复不合格假设，完成操作化与边界条件规范

Detect false gaps — search failures, already-solved gaps, and inherently unanswerable questions masquerading as research gaps.

Catalog all failure modes in a domain, classify them systematically, and generate targeted solutions for each failure type.