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strategy-red-team
【开发与工程】Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does. Steelmans then attacks each claim, ranks failure modes by impact × likelihood × cheapness-to-test, and returns the cheapest test and kill criteria for each. Use when stress-testing a plan, pressure-testing a strategy, challenging assumptions, or prepar…
quantity-takeoff-calculator
【开发与工程】Construction quantity takeoff skill for concrete, steel, earthwork, and materials
steel-connection-designer
【设计与创意】Steel connection design skill for bolted and welded connections per AISC specifications
bio-copy-number-recurrent-cnv
【数据与研究】Identify recurrent and driver copy number alterations across a tumor cohort with GISTIC2 (G-score, Ziggurat deconstruction, focal vs broad/arm-level analysis, q-values from permutation) and quantify copy-number signatures with the Steele 2022 COSMIC framework and the Drews 2022 CINSignatures framework. Covers driver-gene localization from recurrence …
pipeline-conductor
【开发与工程】Chains the four core FH verification pipelines (harvest-loop → steel-quench → phantom-quench → sim-conductor) into a single gated sweep. Accepts a scope (single skill, specific asset, full harness) and aggregates results into one structured report. Supports --quick mode (steps 2+3 only) and --full mode (all four steps). Triggered by "run the full pip…
steel-quench
【设计与创意】All-angle verification meta-skill for near-complete artifacts. Turns vague design anxiety into structured challenger waves using fh-commons:quench-challenger, then drives defense and convergence until root weaknesses, residual risks, and added complexity are explicit. Covers standard attack/defense rounds, optional Meta-Aware Adversary mode for AI-sp…
cpq-test-automation
【开发与工程】Use when writing, reviewing, or debugging test classes for Salesforce CPQ (Steelbrick) functionality — including quote creation, price rules, contracting, ordering, and CPQ API integration. Trigger keywords: CPQ test class, SBQQ test, quote calculation test, price rule test, CPQ Apex test, ServiceRouter test, QuoteCalculator test. NOT for standard Ap…
dialectical-mapping-steelmanning
【效率与协作】Applies thesis-antithesis-synthesis reasoning to escape false binary choices by steelmanning opposing positions, mapping their underlying principles and tradeoffs, and synthesizing principled third-way resolutions. Use when debates are trapped in false dichotomies, polarized positions need charitable interpretation, tradeoffs are obscured by binary f…
review-adversarial
【设计与创意】Challenge a design, plan, or artifact by actively looking for weaknesses, risks, and blind spots. Use when the user says 'challenge this design', 'red team this', 'steelman the alternative', or 'find what we missed'.
2d-cutting-stock
【效率与协作】When the user wants to cut 2D sheets optimally, minimize waste in rectangular sheet cutting, or solve two-dimensional cutting stock problems. Also use when the user mentions "2D cutting," "sheet cutting optimization," "panel cutting," "glass cutting," "steel plate cutting," "guillotine cutting patterns," "two-stage cutting," or "2D trim loss." For 1D…
2d-cutting-stock
【效率与协作】When the user wants to cut 2D sheets optimally, minimize waste in rectangular sheet cutting, or solve two-dimensional cutting stock problems. Also use when the user mentions "2D cutting," "sheet cutting optimization," "panel cutting," "glass cutting," "steel plate cutting," "guillotine cutting patterns," "two-stage cutting," or "2D trim loss." For 1D…
abaqus-material
【效率与协作】Define material properties for FEA models. Use when user mentions steel, aluminum, Young's modulus, elastic, plastic, density, or asks about material properties.
abaqus-material
【效率与协作】Define material properties for FEA models. Use when user mentions steel, aluminum, Young's modulus, elastic, plastic, density, or asks about material properties.
abaqus-material
【效率与协作】Define material properties for FEA models. Use when user mentions steel, aluminum, Young's modulus, elastic, plastic, density, or asks about material properties.
amann-evidence-standards
【设计与创意】Use when appraising the cumulative evidence and ensuring balance in an Academy of Management Annals (Annals) review — weighing conflicting findings by credibility, steelmanning rival schools, and handling the author's own work even-handedly. Audits evidence quality and fairness; it does not design the framework (amann-organizing-framework) or build e…
argument-evaluation
【效率与协作】Systematic evaluation of arguments for structure, validity, soundness, and charitable interpretation. Covers premise identification, conclusion extraction, argument mapping, steel-manning, and the distinction between validity (form) and soundness (form plus true premises). Use when assessing an argument, reconstructing an opponent's position fairly, …
argumentation
【设计与创意】Construct well-structured arguments using the hypothesis-argument-example triad. Covers formulating falsifiable hypotheses, building logical arguments (deductive, inductive, analogical, evidential), providing concrete examples, and steelmanning counterarguments. Use when writing or reviewing PR descriptions that propose technical changes, justifying …
argumentation
【效率与协作】Construye argumentos bien estructurados usando la tríada hipótesis-argumento- ejemplo. Cubre la formulación de hipótesis falsificables, la construcción de argumentos lógicos (deductivos, inductivos, analógicos, evidenciales), la provisión de ejemplos concretos y la refutación de contraargumentos mediante el método de steelmanning. Usar al escribir o …