from workflows8
Orchestrates diagnosis and targeted fixes mid-analysis: diagnose root cause, apply fixes with output-first verification, and update project learnings.
Provides a mid-analysis re-entry point for data science workflows. ds-fix enforces a strict diagnose-before-fix protocol: it loads workflow state, identifies the first step where outputs diverge, and delegates verified fixes while preserving LEARNINGS.md and PLAN.md. It includes gating and post-subagent constraints to ensure safe, auditable fixes.
Use when an ongoing analysis needs course-correction — e.g., runtime errors, wrong results, reviewer feedback, or data/schema changes. It is the re-entry midpoint (after /ds entry and before re-implement) designed for cases where you must resume, diagnose, and fix without losing context.
Designed for orchestrator-style agents used in data science workflows — agents that can read project files, spawn task subagents, and enforce hooks (notebook-debug, ds-review, ds-implement integrations).
This skill has not been reviewed by our automated audit pipeline yet.
Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
WRDS Query & ETL Enforcement
Standards and enforcement guidance for querying WRDS data and running SAS/ETL on the WRDS grid—includes query validation, SGE submission patterns, and performan
Academic Research Search
Search academic literature across multiple sources, deduplicate results, resolve DOIs, and surface trusted papers with concise takeaways.
Readwise Reader Document Management
Manage Readwise Reader documents: list, save, search, move, tag, highlight, export and bulk-edit via official and custom CLIs.
