# ai-ml-timeseries

This is a production-focused forecasting skill that covers the full pipeline from EDA to deployment. It defaults to LightGBM for most tabular cases, brings in transformers (TimesFM, Chronos) for long horizons, and handles the annoying parts like temporal validation splits, point-in-time feature engineering, and horizon-wise evaluation. The guidance is opini...

## Decision Card

- Recommendation score: 29/100 (Review first)
- Fit score: 44/100
- Trust tier: Needs review
- Install readiness: Source guide
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: manual_review

## Fit & Capabilities

- Role: Coding & Development
- Protocols: manual review
- Capabilities: Multi-agent orchestration, Coding assistance, Reusable skill package, Design assistance

## Evidence

- Source: https://crossaitools.com/skills/vasilyu1983/ai-agents-public/ai-ml-timeseries
- Source activity: 60 stars
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Evidence is thin. Read source, license, and requirements before trial.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: Source guide
- Primary method: Source guide
- Install JSON: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/profile.json
- score.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/score.json
- evidence.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/evidence.json
- trust.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/trust.json
- trial.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/trial.json
- install.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/install.json
- history.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/history.json
- similar.json: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/similar.json
- dossier.md: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/dossier.md
- summary.md: https://agentstaffer.com/skills/claudemarketplaces-ai-ml-timeseries/summary.md
- visibility-report.json: https://agentstaffer.com/vendors/claudemarketplaces-ai-ml-timeseries/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/claudemarketplaces-ai-ml-timeseries/visibility-report
- Agent index: https://agentstaffer.com/agents.json