AGENT SKILLS ATLASCrucible Research Foundations
Use when validating whether a finding is real, designing a shuffled null, checking for label leakage, reviewing causal feature definitions, interpreting agent-reported z-scores, or setting up append-only record-keeping. Covers the 6 epistemic disciplines that prevent known methodological traps — invariant causality (bars[:i] only), bar-local label scaling (not window-relative), three null types (feature-shuffle vs mask-shuffle vs selection-shuffle), agent z-score overstatement corrections, audit-folder ledger discipline, and the post-mortem-before-abandon rule. TRIGGERS - shuffled null, permutation test, causal feature, label leakage, look-ahead bias, z-score significance, Bonferroni correction, bar-local scaling, epistemic discipline, record keeping, audit folder, supersedes ledger, is this real, signal validation, null hypothesis design.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Use when validating whether a finding is real, designing a shuffled null, checking for label leakage, reviewing causal feature definitions, interpreting agent-reported z-scores, or setting up append-only record-keeping. Covers the 6 epistemic disciplines that prevent known methodological traps — invariant causality (bars[:i] only), bar-local label scaling (not window-relative), three null types (feature-shuffle vs mask-shuffle vs selection-shuffle), agent z-score overstatement corrections, audit-folder ledger discipline, and the post-mortem-before-abandon rule. TRIGGERS - shuffled null, permutation test, causal feature, label leakage, look-ahead bias, z-score significance, Bonferroni correction, bar-local scaling, epistemic discipline, record keeping, audit folder, supersedes ledger, is this real, signal validation, null hypothesis design.
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Original listing metadata
Original name
crucible-research-foundationsOriginal description
Use when validating whether a finding is real, designing a shuffled null, checking for label leakage, reviewing causal feature definitions, interpreting agent-reported z-scores, or setting up append-only record-keeping. Covers the 6 epistemic disciplines that prevent known methodological traps — invariant causality (bars[:i] only), bar-local label scaling (not window-relative), three null types (feature-shuffle vs mask-shuffle vs selection-shuffle), agent z-score overstatement corrections, audit-folder ledger discipline, and the post-mortem-before-abandon rule. TRIGGERS - shuffled null, permutation test, causal feature, label leakage, look-ahead bias, z-score significance, Bonferroni correction, bar-local scaling, epistemic discipline, record keeping, audit folder, supersedes ledger, is this real, signal validation, null hypothesis design.
About this listing
- Category
- Science & research
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI