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Multi-stage evaluation pipeline that scores ideas for novelty, assesses feasibility, ranks them, and selects top candidates for further development.
Provides a structured, multi-stage evaluation workflow for generated ideas: novelty assessment, feasibility signaling, composite ranking, and final selection. Designed to be a lightweight filter that surfaces breakthrough and high-potential concepts for deeper validation.
Use this skill when you need to filter large sets of generated ideas, prioritize outputs from brainstorming agents, or produce a ranked shortlist of concepts for research or product exploration. Ideal for research automation, ideation pipelines, and convergence workflows.
Useful for planning and research agents, ideation pipelines, and orchestration frameworks (agents that can score and rank candidate outputs such as Claude Code, research automation agents).
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.
Bounty Hunter — Atlas
Persona skill: 'Atlas' — a profit-focused developer persona for discovering, evaluating and executing paid bounties or freelance tasks with ROI-aware workflows.
Junshi — Research Advisor
Daily strategic research advisor that scans arXiv/venues, digests papers, and proposes bold, ranked research ideas tailored to the user's profile.
Full Stack Builder
End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.
SHIP Score Interview
Run a structured SHIP interview to score and prioritise product features or bugs (Income + Strategy - Perspiration). Guides the agent to reach 90-95% confidence