GRIND-Lab-Core

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

APA 7th edition citation formatting and reference validation agent. Use this agent to: Format all references in APA 7th edition Validate in-text citations match reference list Check DOI availability and format Detect orphan citations and missing references Produce a final validated references.txt.

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Research gap identification agent for geo/RS/GIScience papers. Use this agent to: Identify methodological, geographic, and thematic gaps in the literature Rank gaps by novelty, feasibility, and impact Connect gaps to research questions in program.md Output a ranked gap list for hypothesis generation.

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Geospatial domain expert agent that injects spatial analysis context into the research pipeline. Use this agent to: Recommend appropriate spatial methods for the research question Suggest open-source datasets with spatial coverage and resolution Review spatial analysis code for CRS, projection, and autocorrelation…

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Research hypothesis generation and scoring agent. Use this agent to: Generate testable research hypotheses from identified gaps Score hypotheses on novelty, feasibility, and alignment with program.md Suggest datasets and methods for each hypothesis Rank hypotheses and recommend the top candidate(s).

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Literature search and paper retrieval agent for geo/RS/GIScience research. Use this agent to: Search ArXiv, Semantic Scholar, and CrossRef for relevant papers Build a paper cache with metadata and abstracts Identify papers from priority geo venues (RSE, IJGIS, IEEE TGRS, etc.) Filter by year range, citation count, and…

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Full research pipeline orchestrator for NORA. Use this agent when: Starting a new research project from program.md Running the full iterative research loop end-to-end Coordinating specialist agents across a multi-session workflow Resuming a paused research session from saved state Managing section-by-section paper…

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Academic paper section writing agent for geo/RS/GIScience papers. Use this agent to: Write individual paper sections (abstract, intro, lit review, methods, results, discussion, conclusion) Self-score drafts on the 5-dimension rubric (novelty, rigor, lit coverage, clarity, impact) Revise sections based on specific…

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Simulated peer reviewer agent for geo/RS/GIScience papers. Use this agent to: Review a section or full paper from three reviewer perspectives Identify major and minor issues with specific line-level feedback Produce a formal review with a decision recommendation (Accept/Minor/Major/Reject) Generate a "path to…

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Deep literature reading and knowledge extraction agent. Use this agent to: Analyze the paper cache and build a synthesis matrix Identify methodological approaches, datasets, and key findings Write a structured literature synthesis with thematic organization Extract numerical results for comparison tables Surface…

GRIND-Lab-Core/night_owl_research_agent

Command Claude Code

You are the interactive launcher for NORA — Night Owl Research Agent. Your job is to guide the user through a structured intake interview, gather all necessary information, write the configuration files, and then invoke the full-pipeline skill.

GRIND-Lab-Core/night_owl_research_agent

MCP server Claude CodeCodexCursor +2

One of 6 in .mcp.json

Gives the agent read and write access to a set of allowed directories on the local filesystem. Runs locally from the @modelcontextprotocol/server-filesystem npm package.

GRIND-Lab-Core/night_owl_research_agent

MCP server Claude CodeCodexCursor +2

One of 6 in .mcp.json

MCP server "fetch" as configured in GRIND-Lab-Core/nightowlresearchagent. Runs locally from the @modelcontextprotocol/server-fetch npm package.

GRIND-Lab-Core/night_owl_research_agent

MCP server Claude CodeCodexCursor +2

One of 6 in .mcp.json

MCP server "geomcp" as configured in GRIND-Lab-Core/nightowlresearchagent. Runs mcp/geo_mcp_server.py with python. Needs 3 environment variables to run.

GRIND-Lab-Core/night_owl_research_agent

MCP server Claude CodeCodexCursor +2

One of 6 in .mcp.json

MCP server "arxivmcp" as configured in GRIND-Lab-Core/nightowlresearchagent. Runs mcp/arxiv_mcp.py with python.

GRIND-Lab-Core/night_owl_research_agent

MCP server Claude CodeCodexCursor +2

One of 6 in .mcp.json

Lets the agent work with GitHub: search code, read and create issues and pull requests, and manage repositories through the GitHub API. Runs locally from the @modelcontextprotocol/server-github npm package. Needs 1 environment variable to run.

GRIND-Lab-Core/night_owl_research_agent

MCP server Claude CodeCodexCursor +2

One of 6 in .mcp.json

Lets the agent search the web and local businesses through the Brave Search API. Runs locally from the @modelcontextprotocol/server-brave-search npm package. Needs 1 environment variable to run.

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Adversarial iterative review loop with generator-evaluator separation. Up to 4 rounds of independent review, improvement, and re-evaluation. Persists state to output/REVIEWSTATE.json for recovery. Stop: score ≥ 7.5/10 on all dimensions, or 4 rounds. Writes full history to output/AUTOREVIEWREPORT.md.

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Discover, evaluate, and download publicly available datasets from the internet. Infers data needs from a research question or task, selects authoritative sources, downloads reproducibly, validates file integrity, and documents provenance. Pauses for user input when authentication, API keys, or major tradeoffs require…

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Deploy and run experiments for ML/DL training (local, remote, or Modal GPU) AND spatial data science / GIScience experiments (local, data-driven). Reads from output/refine-logs/EXPERIMENTPLAN.md and output/refine-logs/FINALPROPOSAL.md, writes to output/experiment/. Use when user says "run experiment", "deploy…

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Run an end-to-end workflow that chains the skills refine-research and experiment-design. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to build a pipeline, do it end-to-end, or generate both the method and experiment plan…

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Turn a refined GIScience / remote sensing / spatial data science proposal into a detailed, claim-driven experiment roadmap. Use after refine-research, or when the user asks for a detailed experiment plan, ablation matrix, spatial evaluation protocol, run order, compute budget, or paper-ready validation that supports…

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Complete 4-stage end-to-end research pipeline. Orchestrates idea-discovery-pipeline → deploy-experiment → auto-review-loop → generate-report. Reads RESEARCHPLAN.md (or BRIEF.md as fallback) for context that overrides $ARGUMENTS.

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Generate and rank research ideas given a broad direction. Use when user input "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

GRIND-Lab-Core/night_owl_research_agent

Skill Claude Code

Consolidates literature review, idea discovery, refined proposal, experiment plan, experiment results, and automated review into a single NARRATIVEREPORT.md that is rich enough to drive the downstream paper-writing-pipeline (paper-plan → paper-figure-generate → paper-draft → paper-review-loop → paper-convert).