classify-anomaly
Classify speleothem anomalies as seismic, climatic, volcanic, or compound events. Use when discriminating earthquake signals from climate/volcanic false positives. Triggers on "classify anomaly", "seismic or cl...
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Classify speleothem anomalies as seismic, climatic, volcanic, or compound events. Use when discriminating earthquake signals from climate/volcanic false positives. Triggers on "classify anomaly", "seismic or cl...
Run DEM lineament analysis to identify unmapped fault structures. Use when visually confirming orphan earthquake clusters, mapping fault extensions, or finding dark earthquake sources. Triggers on "DEM analysis...
Generate end-of-session documentation for paleoseismic research. Use at end of work session to update SESSION_LOG.md and GAPS_AND_PRIORITIES.md. Triggers on "end session", "session summary", "wrap up", "documen...
Scientific manuscript preparation for geoscience journals. Includes IMRAD structure, journal styles (Nature, EPSL, GSA), citation formatting, figure standards, and supplementary materials.
Research methodology for hypothesis testing, evidence evaluation, and verification standards in geoscience research. Use when designing experiments, formulating hypotheses, or evaluating evidence quality.
Test speleothem earthquake detection against modern earthquake catalogs. Use when validating methodology, checking if cave detects known earthquakes, building validation matrix. Triggers on "validate cave", "te...
Identify orphan earthquakes far from mapped faults that indicate unmapped active structures. Use when analyzing microseismicity, finding dark earthquake source faults, or validating fault database gaps. Trigger...
Verify dark earthquake claims against fault databases. Use when checking if a candidate earthquake is truly "dark" (unmapped fault) or just pre-historical (known fault). Triggers on "verify dark", "check fault...
Geostatistics, uncertainty quantification, and time series analysis for paleoseismic research. Use for z-score analysis, Monte Carlo dating uncertainty, spatial clustering, and recurrence statistics.
Synchronize paleoseismic research documents to ensure consistency. Use when checking if catalogs match paper, finding documentation drift, or updating summaries. Triggers on "sync paper", "check consistency", "...
Calculate z-scores for speleothem geochemical data. Use when analyzing cave isotope anomalies, finding significant deviations, or identifying potential earthquake signals. Triggers on "zscore", "calculate z", "...
Generate regional analysis document templates for paleoseismic research. Use when starting analysis of a new cave or event, creating standardized documentation. Triggers on "new regional doc", "create analysis"...
Check if a speleothem anomaly correlates with volcanic eruptions. Use when ruling out volcanic false positives, checking eVolv2k/VSSI records, or validating seismic interpretations. Triggers on "volcanic check"...
Use when starting work after context compaction, switching features, or gathering context without re-reading entire files - searches anchor tags to find relevant architecture/pattern documentation
Use when stuck on complex problems, need architecture validation, want code review from multiple perspectives, or debugging hits a wall - guides leveraging multiple AI models in parallel for better results
Use when fixing bugs, something broken, not working, or doesn't work in React - also when adding features, request says "quick fix", "keep it simple", or "follow existing pattern"
Complete US Internal Revenue Code (Title 26) with 2,160 sections covering individual income tax, business deductions, corporate tax, partnerships, international tax, capital gains, and all federal tax provision...
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