Skill Claude CodeCodex
Bootstrap a new research shell workspace with the current CLI. Use when creating a workspace, previewing research workspace init, deciding whether to pass --core-url, or checking the required manual follow-up steps after workspace creation.
Skill Claude CodeCodex
Contribute a reusable change back to the shared research core. Use when a project-local improvement is ready for harvest, when preparing a focused upstream PR against this repo, or when you need the current manual path because research propose is not implemented.
Skill Claude CodeCodex
Create a research project inside an existing workspace. Use when running or previewing research project create, checking workspace-root requirements, or deciding whether to add the optional --github-repo remote creation step.
Skill Claude CodeCodex
Decide where a change belongs in the research core ecosystem. Use when choosing between a project-local prototype, an ejected project copy, a harvested shared library in libs/, or a core workflow/docs update grounded in the hub-and-spoke architecture.
Skill Claude CodeCodex
Run the current read-only workspace diagnostics. Use when running or interpreting research doctor, checking research.yaml, the configured Core checkout, or validating uv and JAX without mutating the workspace.
Skill Claude CodeCodex
Repair the configured Core checkout in the current workspace. Use when previewing or running research workspace repair, resetting the Core submodule back to the workspace-recorded revision, or removing blocking changes under corepath. This command mutates Git state, so prefer --dry-run first.
Instructions file CodexOpenCode
AGENTS.md instructions for andnp/jax-research-template, covering ai agent instructions (agents.md), 1. persona & tone, 2. coding standards, python module rules and 3. testing tiers.
Instructions file GitHub Copilot
Copilot instructions for andnp/ragdocs-mcp, covering github copilot instructions for mcp-markdown-ragdocs, project overview, technology stack, architecture and project layout.
Skill Claude CodeCodex
Use a subagent to probe the live Ragdocs corpus, discover search-quality gaps, and produce an evidence-based improvement report.
Skill Claude CodeCodex
Validate search changes against the live Ragdocs corpus. Use when testing the installed daemon after changing search, indexing, or searchkernel behavior.
Instructions file CodexOpenCode
AGENTS.md instructions for andnp/ragdocs-mcp, covering ai context & behavioral guidelines, 1. project mission, 2. architectural mental model, a. interface layer and b. application core.
MCP server Claude CodeCodexCursor
MCP server "mcp-markdown-ragdocs" as configured in andnp/ragdocs-mcp. Runs locally from the mcp-markdown-ragdocs Python package.