orangmood22-lgtm/Labline

AI research workflow framework for project setup, GPU experiments, agent collaboration, Feishu remote control, and reproducible paper pipelines.

This repository also configures its own agents. See what Labline tells them →

5Stars on the repository
100Mods indexed here, across every type
1mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

orangmood22-lgtm/Labline

Skill Claude Code

An end-to-end workflow that turns a vague research direction into a focused proposal and a detailed experiment roadmap.

not rated 5 1mo ago A 73 tokens

research-refine

74

orangmood22-lgtm/Labline

Skill Claude Code

A planning workflow that turns a broad research direction into a focused method plan with implementation details and awareness of current work.

not rated 5 1mo ago A 101 tokens

research-review

75

orangmood22-lgtm/Labline

Skill Claude Code

Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

not rated 5 1mo ago A 50 tokens

research-wiki

76

orangmood22-lgtm/Labline

Skill Claude Code

A persistent research knowledge base for storing papers, ideas, experiments, claims, and links between them.

not rated 5 1mo ago A 73 tokens

resubmit-pipeline

77

orangmood22-lgtm/Labline

Skill Claude Code

Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions). Phase 0 physical isolation, Phase 0.5 health + anonymity check, Phase 1 audit (proof / claim / citation), Phase 2…

not rated 5 1mo ago A 176 tokens

result-to-claim

78

orangmood22-lgtm/Labline

Skill Claude Code

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.

not rated 5 1mo ago A 63 tokens

review

79

orangmood22-lgtm/Labline

Skill Claude CodeCodex

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use…

not rated 5 1mo ago A 95 tokens

reviewer

80

orangmood22-lgtm/Labline

Skill Claude Code

An independent reviewer role that examines plans, code, experiments, claims, or papers from the original input and returns a decision with supporting findings.

not rated 5 1mo ago A 37 tokens

run-experiment

81

orangmood22-lgtm/Labline

Skill Claude Code

An experiment runner for machine-learning jobs on local machines, remote servers, Vast.ai, or Modal serverless GPUs.

not rated 5 1mo ago A 47 tokens

orangmood22-lgtm/Labline

Skill Claude Code

Runtime Task protocol contract for dispatched Labline roles. Use when acting as or dispatching Leader, Planner, Coder, Deployer, Writer, or Reviewer so status snapshots, terminal decisions, and superseded/resolved task events are written consistently.

not rated 5 1mo ago A 54 tokens

semantic-scholar

83

orangmood22-lgtm/Labline

Skill Claude Code

Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature…

not rated 5 1mo ago B 80 tokens

serverless-modal

84

orangmood22-lgtm/Labline

Skill Claude Code

Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says "modal run", "modal training", "modal inference", "deploy to modal", "need a GPU", "run on modal", "serverless GPU", or needs remote GPU compute.

not rated 5 1mo ago A 79 tokens

skill-dag-check

85

orangmood22-lgtm/Labline

Skill Claude CodeCodex

Analyze skill dependency impact before modification. Shows upstream dependencies, downstream dependents, and artifact flow. Use when planning to modify, rename, or remove a skill, or when investigating skill relationships.

not rated 5 1mo ago A 43 tokens

slides-polish

86

orangmood22-lgtm/Labline

Skill Claude Code

Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic…

not rated 5 1mo ago A 136 tokens

sync

88

orangmood22-lgtm/Labline

Skill Claude Code

A guided workflow for syncing a research project with a remote repository and deployment target. It bundles common version-control commands so users do not need to know Git.

not rated 5 1mo ago A 30 tokens

system-profile

89

orangmood22-lgtm/Labline

Skill Claude Code

Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation. Produces structured performance reports with actionable recommendations. Use when user says "profile", "benchmark", "bottleneck", or wants performance analysis.

not rated 5 1mo ago A 54 tokens

tdd

90

orangmood22-lgtm/Labline

Skill Claude CodeCodex

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

not rated 5 1mo ago A 45 tokens

to-issues

91

orangmood22-lgtm/Labline

Skill Claude CodeCodex

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

not rated 5 1mo ago A 53 tokens

to-prd

92

orangmood22-lgtm/Labline

Skill Claude CodeCodex

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

not rated 5 1mo ago A 36 tokens

training-check

93

orangmood22-lgtm/Labline

Skill Claude Code

Interactively monitor training metrics from the current Codex session, periodically checking WandB or fallback logs for NaN, divergence, plateaus, and broken runs.

not rated 5 1mo ago A 35 tokens

vast-gpu

94

orangmood22-lgtm/Labline

Skill Claude Code

Rent, manage, and destroy GPU instances on vast.ai. Use when user says "rent gpu", "vast.ai", "rent a server", "cloud gpu", or needs on-demand GPU without owning hardware.

not rated 5 1mo ago A 46 tokens

write-a-skill

95

orangmood22-lgtm/Labline

Skill Claude CodeCodex

Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.

not rated 5 1mo ago A 35 tokens

writer

96

orangmood22-lgtm/Labline

Skill Claude Code

A writing role focused on research papers, general documents, and responses to peer-review comments. It does not write code or handle deployment.

not rated 5 1mo ago A 24 tokens

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