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kimasplund/integrated-reasoning

SkillsMP hat 12 Skills aus kimasplund/integrated-reasoning gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.

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Skills in diesem Repository

Es werden 12 von 12 gesammelten Skills angezeigt.

Beruf
Sonstige Computerberufe
Beschreibung

Red-team thinking for robustness testing and edge case discovery. Use when you need to stress-test solutions, find vulnerabilities, anticipate failures, or challenge assumptions. Ideal for security review, system design validation, decision stress-testing,…

Quellsprache: Englisch

Aktualisiert
Beruf
Sonstige Computerberufe
Beschreibung

Cross-domain reasoning for novel problems through structured analogy. Use when facing unprecedented problems where the best approach is finding similar solved problems in other domains. Unlike BoT (explores options), AT finds parallels. Example: "Design a new…

Quellsprache: Englisch

Aktualisiert
Beruf
Sonstige Computerberufe
Beschreibung

Exhaustive solution space exploration methodology. Use when solution space is unknown, you need multiple viable options (not just one best), or can't afford to miss alternatives. Explores 8-10 approaches in parallel at each level, prunes conservatively (keep…

Quellsprache: Englisch

Aktualisiert
Beruf
Sonstige Computerberufe
Beschreibung

Thesis-antithesis-synthesis reasoning for navigating genuine trade-offs and conflicting requirements. Use when opposing forces are both valid, binary choices are false, or stakeholder conflicts need resolution. Unlike ToT (picks winner), DR synthesizes…

Quellsprache: Englisch

Aktualisiert
Beruf
Sonstige Computerberufe
Beschreibung

Systematic elimination reasoning for diagnosis and debugging. Use when you need to identify THE cause among many possibilities through evidence-based elimination. Ideal for production incidents, bug diagnosis, root cause analysis, and differential diagnosis.…

Quellsprache: Englisch

Aktualisiert
Beruf
Sonstige Computerberufe
Beschreibung

Meta-orchestration guide for choosing and combining optimal reasoning patterns. Scores a problem's characteristics and routes it to the right methodology — debugging, optimization, trade-off synthesis, novel problems, incidents, multi-stakeholder decisions —…

Quellsprache: Englisch

Aktualisiert
Beruf
Projektmanagementspezialisten
Beschreibung

Multi-stakeholder coordination for decisions involving competing interests, different value systems, or organizational politics. Use when multiple parties must agree, when power dynamics affect decisions, or when consensus is required but perspectives…

Quellsprache: Englisch

Aktualisiert
Beruf
Softwareentwickler
Beschreibung

Parallel execution patterns for cognitive reasoning tasks. Covers built-in Claude Code parallelism (tool batching, background agents, teams, worktrees) and advanced cognitive patterns (DPTS, BSM, MoA, GoT, RASC) for accelerated reasoning with fan-out/fan-in,…

Quellsprache: Englisch

Aktualisiert
Beruf
Projektmanagementspezialisten
Beschreibung

Fast decision-making methodology for time-critical situations. Use when you have minutes (not hours) to decide, during incidents, emergencies, or hard deadlines. Optimizes for "good enough now" over "perfect later". Unlike other patterns that maximize…

Quellsprache: Englisch

Aktualisiert
Beruf
Softwareentwickler
Beschreibung

Protocol for cognitive pattern handovers during complex reasoning sessions. Defines .reasoning/ directory structure, handover schemas, and IR-v2 orchestration integration. Use when reasoning sessions require mid-stream pattern transitions, parallel branch…

Quellsprache: Englisch

Aktualisiert
Beruf
Softwareentwickler
Beschreibung

Sequential reasoning with deep self-reflection and backtracking. Use when problems have step-by-step dependencies, need careful logical reasoning, or require error correction. Each step includes self-reflection, and incorrect steps trigger backtracking. Ideal…

Quellsprache: Englisch

Aktualisiert
Beruf
Softwareentwickler
Beschreibung

Advanced recursive reasoning methodology for systematic problem-solving. Use when you need to explore multiple solution approaches in parallel, evaluate them rigorously, and recursively deepen the best path. Ideal for complex decisions with trade-offs,…

Quellsprache: Englisch

Aktualisiert
Es werden 12 von 12 gesammelten Skills angezeigt.