Structured debate protocol that constructs an advocate, deploys critic attacks, and renders a judge verdict through iterative rounds.
EnglishIdentify constraints, classify them by type and severity, assess removability, and design removal paths for removable constraints.
EnglishEvaluate whether the ranking has stabilized by analyzing rating history and computing stability metrics.
EnglishUse the DARE research engine to crystallize research goals, write executable research specs, and execute staged research workflows.
EnglishExtract ecosystem-level organization patterns (symbiosis, emergence, resilience) as design templates for complex systems.
EnglishStrategy: Systematic factor removal — remove factors one at a time and observe whether the conclusion remains stable, identifying which factors are load-bearing.
EnglishSystematic failure mode cataloging — generate boundary inputs, observe failures, cluster by mechanism, identify triggers, estimate frequency.
EnglishRemove components while preserving function via TRIZ trimming methodology. Simplify systems by redistributing functions.
EnglishMulti-stage PRISMA screening tactic — progressively filter papers from a large candidate pool to a focused set for deep reading. Four stages (identification, title/abstract screening, full-text screening, inclusion) with documented counts at each stage.
EnglishDrill from surface symptoms to root causes via 5 Whys, Ishikawa decomposition, and Current Reality Trees. Validates each causal link with literature evidence.
EnglishTactic: Full attack lifecycle — threat surface enumeration, attack vector generation, systematic probing, and finding aggregation across all surfaces.
EnglishIdentify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.
EnglishSimplified crystallization strategy for users who have a general research direction (e.g., "I'm interested in LLM reasoning") but lack specificity. Simplifies actor profiling and landscape reconnaissance, then proceeds through direction narrowing, obstacle analysis, goal decomposition, and north-star synthesis. Use when the user's first message reveals a general area but not a specific problem.
English
AGENT SKILLS ATLASIncludes Adversarial Debate Protocol, Constraint Drilling, Convergence Check, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Adversarial Debate Protocol
Structured debate protocol that constructs an advocate, deploys critic attacks, and renders a judge verdict through iterative rounds.
Constraint Drilling
Identify constraints, classify them by type and severity, assess removability, and design removal paths for removable constraints.
Convergence Check
Evaluate whether the ranking has stabilized by analyzing rating history and computing stability metrics.
Dare Research Engine
Use the DARE research engine to crystallize research goals, write executable research specs, and execute staged research workflows.
Ecosystem Pattern
Extract ecosystem-level organization patterns (symbiosis, emergence, resilience) as design templates for complex systems.
Factor Removal
Strategy: Systematic factor removal — remove factors one at a time and observe whether the conclusion remains stable, identifying which factors are load-bearing.
Failure Mode Cataloging
Systematic failure mode cataloging — generate boundary inputs, observe failures, cluster by mechanism, identify triggers, estimate frequency.
Function Trimming
Remove components while preserving function via TRIZ trimming methodology. Simplify systems by redistributing functions.
Prisma Screening
Multi-stage PRISMA screening tactic — progressively filter papers from a large candidate pool to a focused set for deep reading. Four stages (identification, title/abstract screening, full-text screening, inclusion) with documented counts at each stage.
Root Cause Drilling
Drill from surface symptoms to root causes via 5 Whys, Ishikawa decomposition, and Current Reality Trees. Validates each causal link with literature evidence.
Structured Attack Campaign
Tactic: Full attack lifecycle — threat surface enumeration, attack vector generation, systematic probing, and finding aggregation across all surfaces.
Tension Mining
Identify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.
Warm Start
Simplified crystallization strategy for users who have a general research direction (e.g., "I'm interested in LLM reasoning") but lack specificity. Simplifies actor profiling and landscape reconnaissance, then proceeds through direction narrowing, obstacle analysis, goal decomposition, and north-star synthesis. Use when the user's first message reveals a general area but not a specific problem.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
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Try it with your agent
After installation, start with a request like:
Use the Adversarial Debate Protocol skill to help with my task.
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- Reported license for the skills shown: Apache-2.0. The author’s terms apply.