lllllllama

lllllllama/RigorPilot-Skills

Command Claude Code

Run Rigor Explore on top of currentresearch using the current compatible slug.

lllllllama/RigorPilot-Skills

Command Claude Code

Run Rigor Reproduce on this repository using the current compatible slug.

lllllllama/RigorPilot-Skills

Command Claude Code

Run Rigor Analyze on this repository using the current compatible slug.

lllllllama/RigorPilot-Skills

Command Claude Code

Run Rigor Debug on a research repository failure before patching.

lllllllama/RigorPilot-Skills

Instructions file CodexOpenCode

Instructions for lllllllama/RigorPilot-Skills, covering agents.md — rigorpilot skills, what this project is, using the skills on a research repository, developing this repository and hard rules.

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of currentresearch with auditable repo…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories. Use when the user wants to read and understand a repository, inspect model structure and training or inference entrypoints, review configs and insertion points, or flag suspicious implementation patterns without modifying code or…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories. Use when the researcher explicitly authorizes exploratory work on an isolated branch or worktree to transplant modules, adapt a backbone, add LoRA or adapter layers, replace a head, or stitch together…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories. Use when the researcher explicitly authorizes exploratory runs such as small-subset validation, short-cycle guess-and-check, batch sweeps, idle-GPU search, or quick transfer-learning trials, with…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized reprooutputs/ files, including patch notes when repository files changed. Do not use for…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference, evaluation, and training candidates, and return the smallest trustworthy reproduction plan to the main…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to standardized…

lllllllama/RigorPilot-Skills

Skill Claude CodeCodex

Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss symptom, or training failure and wants conservative diagnosis before any patching, with debug fixes clearly separated from research…