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EvoClaw

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• 24 skills
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• 9 hours ago last updated

1. ▌
   Metric Lock · evoclaw

   Use when evaluation metrics, protocol, datasets, or splits have been confirmed in the research plan — enforces immutability of locked evaluation components without explicit user authorization
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   Paper Writing · evoclaw bundle

   Use when and ONLY when the user explicitly requests paper writing and G4 (write-ready) gate has passed — handles LaTeX structure, senior-level writing, reference verification, and iterative refinement
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   Pivot Or Kill · evoclaw

   Use when 3 consecutive core experiments or optimizations fail to meet expectations — forces honest status assessment and escalates the pivot/downgrade/kill decision to the user
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   Scope Control · evoclaw

   Use when scope expansion is detected at any phase — enforces focus by quantifying risk and requiring explicit user approval before scope changes
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   Using Amplify · evoclaw

   Use when starting any conversation - establishes how to find and use research skills, requiring Skill tool invocation before ANY response including clarifying questions
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   Venue Alignment · evoclaw

   Use at every gate checkpoint and periodically during experiments to verify that project progress matches the target venue's requirements in terms of experiment scale, novelty depth, and evidence quality
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   Anti Cherry Pick · evoclaw

   Use when Phase 4 (experiment execution) begins — enforces complete reporting of all seeds, all results, and all failures; remains active until project end; prevents selective reporting of favorable outcomes
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   Domain Anchoring · evoclaw

   Use when a user describes ANY research intent, goal, or topic — this is Phase 0 and must complete before any other research skill activates
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   Novelty Classifier · evoclaw

   Use when assessing innovation level of a research contribution — invoked after literature review (Phase 1) and after method design (Phase 3) to verify that novelty matches the target venue tier
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    Problem Validation · evoclaw

    Use when Phase 1 (research-direction-exploration) is complete and G1 gate has passed — subjects the research problem to adversarial defense-style questioning, classifies project intent, re-evaluates venue target, and produces a final feasibility ruling before any method design begins
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    Results Integration · evoclaw bundle

    Use when core experiments or analyses are complete and results need to be organized into a coherent report for user review before paper writing
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    Using Git Worktrees · evoclaw

    Use when starting research work that needs isolation from current workspace or before executing experiments - creates isolated git worktrees with smart directory selection and safety verification
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    Experiment Execution · evoclaw bundle

    Use when G2 (plan freeze) and G3 (execution readiness) gates have passed — handles all implementation, baseline reproduction, experimentation, and iteration for both Type M and Type D projects; this is Phase 4
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    Method Framework Design · evoclaw

    Use when research direction is validated (G1 passed) and the project needs method design, analysis framework, evaluation protocol, or story line — this is Phase 3 and must complete before any code or experiments
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    Claim Evidence Alignment · evoclaw

    Use when integrating results into a paper or drafting any paper section — enforces that every claim maps to specific evidence before it can be written
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    Figure Quality Standards · evoclaw

    Use whenever generating figures or tables for a research paper — enforces publication-quality visual standards including style consistency, readability, accessibility, and venue-appropriate formatting
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    Multi Round Deliberation · evoclaw

    Reusable protocol for multi-agent discussions that iterate until convergence. Used by results-integration (Phase 5) and paper-writing (Phase 6) to ensure discussions actually resolve issues rather than just noting them.
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    Analysis Storyboard Design · evoclaw

    Use when designing the analysis framework for a discovery or data analysis project — defines story line, analysis dimensions, sufficiency criteria, and alternative explanations to check
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    Evaluation Protocol Design · evoclaw

    Use when designing the evaluation protocol for a method development project — locks primary metrics, datasets, seeds, statistical tests, and baseline list into an immutable contract
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    Dispatching Parallel Agents · evoclaw

    Use when facing 2+ independent experiments or tasks that can be worked on without shared state or sequential dependencies
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    Alternative Hypothesis Check · evoclaw

    Use when analyzing results in Type D or Type H projects before making mechanistic or causal claims — requires systematic exclusion of confounders, batch effects, technical noise, and other alternative explanations
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    Results Verification Protocol · evoclaw

    Use when about to claim ANY research result status — requires running verification, reading full output, and providing evidence before making claims; always active, no exceptions
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    Research Direction Exploration · evoclaw

    Use when a user expresses research intent but has not yet identified a specific research direction, completed a literature review, or confirmed resource readiness — covers Phase 1 from topic discovery through G1 gate
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    Reproducibility Driven Research · evoclaw

    Use when implementing any experiment, analysis, or computational task — enforces the HYPOTHESIZE-BASELINE-EXPERIMENT-VERIFY-INTERPRET cycle and reproducibility requirements
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