jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Forecasts multiple time series in parallel batches using TimeGPT API. Optimizes throughput with rate limiting and supports portfolio aggregation. Use when processing 10-100+ contracts or needing efficient multi-series forecasting. Trigger with "batch forecast", "portfolio forecast", "parallel forecasting".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Transforms prediction market data to Nixtla format (uniqueid, ds, y). Maps arbitrary column names to required schema. Validates date and numeric types. Use when preparing prediction market datasets for Nixtla forecasting tools. Trigger with "convert to Nixtla format", "schema mapping", "transform data".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Analyzes multi-contract correlations and generates hedge recommendations. Use when managing a portfolio of correlated assets and needing to mitigate risk. Trigger with "analyze correlations", "suggest hedge", "portfolio risk assessment".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Quantifies the impact of exogenous events on contract prices using TimeGPT and CausalImpact. Triggers on "event impact analysis", "model event effects", "quantify event impact", or "causal analysis".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Validates time series forecast quality metrics by comparing current performance against historical benchmarks. Detects degradation in MASE and sMAPE metrics. Activates when user mentions "validate forecast", "check forecast quality", or "assess forecast metrics".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Forecasts orderbook depth and spreads to optimize trade execution timing. Use when needing to estimate market liquidity for large orders. Trigger with "forecast liquidity", "predict orderbook", "estimate depth".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Analyzes market risk by calculating VaR, volatility, drawdown, and position sizing. Use when assessing investment risk, managing portfolios, or determining position sizes. Trigger with "analyze market risk", "calculate portfolio risk", "determine position size".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Automatically selects the best forecasting model between StatsForecast and TimeGPT based on time series data characteristics. Use when unsure which model performs best. Trigger with "auto-select model", "choose best model", "model selection".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Analyzes Polymarket prediction market contracts and forecasts price movements using TimeGPT. Activates when analyzing prediction markets, forecasting contract outcomes, or evaluating market sentiment. Triggers on: "Polymarket analysis", "predict contract odds", "forecast prediction market".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Validate skills and plugins with deterministic evidence bundles and strict schema gates. Use when auditing changes or enforcing compliance. Trigger with 'run validation' or 'audit validators'.
jeremylongshore/plugins-nixtla
Agent
Copy from the reference implementation and adapt the scope rules to your repo.
jeremylongshore/plugins-nixtla
Agent
Phase 1: map raw inputs to canonical contract and produce ingest evidence + mapping artifacts. Use when starting a verification run. Trigger with 'phase 1 ingest', 'map schema', or 'canonicalize inputs'.
jeremylongshore/plugins-nixtla
Agent
Phase 2: run deterministic data quality checks and produce a quality report + JSON summary. Use when validating data before modeling. Trigger with 'phase 2 quality audit', 'check duplicates', or 'validate time series integrity'.
jeremylongshore/plugins-nixtla
Agent
Phase 3: propose a runnable evaluation plan (models, splitting, metrics) for later verification. Use when selecting a backend and configuration. Trigger with 'phase 3 plan', 'choose model', or 'define backtest'.
jeremylongshore/plugins-nixtla
Agent
Phase 4: run deterministic evaluation/backtest and verify metrics + predictions artifacts. Use when validating model claims. Trigger with 'phase 4 backtest', 'verify metrics', or 'run evaluation'.
jeremylongshore/plugins-nixtla
Agent
Phase 5: produce a deployable contract bundle and validate request/response examples. Use when handing off to engineering. Trigger with 'phase 5 contract', 'bundle handoff', or 'validate examples'.
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases".
jeremylongshore/plugins-nixtla
Agent
Contract: This agent reads BigQuery schema exports and produces a comprehensive initial analysis.
jeremylongshore/plugins-nixtla
Agent
Contract: This agent analyzes field usage patterns to identify unused or low-utilization fields.
jeremylongshore/plugins-nixtla
Agent
Contract: This agent evaluates the impact of proposed schema changes on systems, queries, and costs.
jeremylongshore/plugins-nixtla
Agent
Contract: This agent runs automated verification scripts to validate Phase 2-3 conclusions with empirical data.
jeremylongshore/plugins-nixtla
Agent
Contract: This agent synthesizes all phase outputs into actionable recommendations with implementation plans.
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Multi-phase release validation workflow for nixtla. Analyzes git changes, predicts test impact, assesses risk, runs pytest verification, provides go/no-go recommendation. Trigger: "validate release", "run release validation", "check release readiness".
jeremylongshore/plugins-nixtla
Skill Claude CodeCodex
Guides TimeGPT lab environment setup including Python dependencies, API key configuration, smoke testing, experiment workflows, and optional CI/CD integration. Inspects environment docs and scripts to provide step-by-step setup instructions, troubleshooting guidance, and onboarding for new developers. Use when setting…