machine-learning skills

701 tagged machine-learning, measured the same way as everything else here.

Browse within: data-science 231bioinformatics 161deep-learning 98MLOps 73streamlit 53claude-code-plugin 50auto-sci-research 45bibliometrics 45codex-skills 45geospatial 45literature-review 45forecasting 43mlforecast 41neuralforecast 41

PerforatedAI/PerforatedAI

Skill Claude CodeCodex

Multi-GPU setup for PerforatedAI with DataParallel or DistributedDataParallel (DDP). Invoked automatically by the perforatedai skill when multi-GPU training is detected. Handles initialization workflow, checkpoint loading, rank 0 handling, and shell script generation for DDP.

not rated 237 2d ago A 64 tokens original Apache-2.0

perforatedai

74

PerforatedAI/PerforatedAI

Skill Claude CodeCodex

Expert in PerforatedAI library for adding artificial dendrites to PyTorch neural networks. Triggers: 'Perforate my model' (start interactive setup), 'debug my perforated model' (debug/optimize existing integration), 'load my perforated model for inference' (deploy trained models). Also use when: debugging dendrite…

not rated 237 2d ago A 115 tokens original Apache-2.0

scaffold-example

75

comet-ml/comet-examples

Skill Claude CodeCodex

Scaffold a brand-new Comet example in this repo from the canonical template under templates/integration-example/. Use whenever the user wants to create, add, or start a new example, demo, or integration on Comet — phrasings like "add a Comet example for X", "scaffold an integration example", "create a new example for…

not rated 176 22d ago A 140 tokens

ai-news-radar

76

elisaterumi-ai/agent-skills-in-practice

Skill Claude CodeCodex

Searches and summarizes the latest AI news in English from selected sources. Removes duplicates and categorizes the topics.

not rated 133 3mo ago A 27 tokens original Apache-2.0

radar-ia-br

78

elisaterumi-ai/agent-skills-in-practice

Skill Claude CodeCodex

Busca e resume as últimas notícias de IA em português a partir de fontes selecionadas. Remove duplicatas e categoriza os tópicos.

not rated 133 3mo ago A 33 tokens original Apache-2.0

fix-ci

79

CliMA/ClimaAtmos.jl

Skill Claude CodeCodex

Fix CI failures and performance regressions for a Julia package PR by iterating - triage the latest CI results, fix one root cause, verify locally, push. Use when a PR's GitHub Actions or Buildkite CI is failing, or when CI jobs run slower than they do on the main branch. Verifies CPU and GPU compilation locally…

not rated 125 6d ago A 84 tokens original Apache-2.0

fix-env

80

evo-design/proto-tools

Skill Claude CodeCodex

Fixes tool environment setup failures in proto-tools, either just for the current machine (eject the tool's standalone dir, patch it, and point PROTO STANDALONEDIR at it; works for any install, including a non-editable pip install) or as a cross-platform fix contributed back to the repo. Same diagnosis for both…

not rated 125 +4 yesterday C 202 tokens original MIT

implement-tool

81

evo-design/proto-tools

Skill Claude CodeCodex

Implements a new bioinformatics tool wrapper in proto-tools using a parallelized agent pipeline. Orchestrates phases: Research, Contract (core tool file), Fan-out (5 parallel subagents), Verify, then the decisive gates — Config Field Audit, Temp Integration & Stress, Docs Verification, Self-Audit & Full PR Review …

not rated 125 +4 yesterday A 93 tokens original MIT

AbdelStark/worldforge

Skill Claude CodeCodex

Use for LeWorldModel, GR00T, LeRobot, PushT robotics showcase, real-checkpoint smoke scripts, checkpoint building, and host-owned optional runtime dependencies. Keeps real-runtime validation explicit without adding heavy ML/robotics packages or artifacts to the base project.

not rated 108 changed today A 59 tokens original MIT

public-docs-release

83

AbdelStark/worldforge

Skill Claude CodeCodex

Use for WorldForge README, docs, changelog, generated provider docs, MkDocs navigation, version/release metadata, public positioning, and release or publish readiness checks. Keeps public surfaces synchronized without hype or generated-doc drift.

not rated 108 today A 50 tokens original MIT

testing-validation

84

AbdelStark/worldforge

Skill Claude CodeCodex

Use when selecting, running, or fixing WorldForge validation: pytest, coverage, ruff, generated provider docs, MkDocs strict build, package contract, CI failures, and release gates. Produces the smallest credible command set first, then escalates to full validation when public behavior changes.

not rated 108 today A 61 tokens original MIT

kyoko-instrument

85

kayba-ai/Kyoko

Skill Claude CodeCodex

Wire an AI agent's telemetry into Kyoko and prove one real run shows up.

not rated 97 2mo ago A 22 tokens original Apache-2.0

velesdb-memory

86

cyberlife-coder/VelesDB

Skill Claude CodeCodex

Use durable, explainable, self-improving memory across a coding session via the velesdb-memory MCP server. Trigger whenever the velesdb-memory MCP tools (remember/recall/recallfused/relate/why/feedback/forget/rememberextracted/extractionstatus/entity/memorystatus) are available and the work would benefit from…

not rated 90 today A 328 tokens

cyberlife-coder/VelesDB

Skill Claude CodeCodex

Compress an agent's working context deterministically with VelesDB's context compiler before sending it to a model — fewer tokens, same facts, every decision auditable and reversible. Use when a prompt is bloated with repeated context, long logs, or accumulated conversation turns; when token costs need to drop…

not rated 90 today A 175 tokens

cyberlife-coder/VelesDB

Skill Claude CodeCodex

Turn every velesdb design / implement / verify cycle into durable, connected memory so the SAME mistake is never repeated and later decisions build on what was already learned, instead of re-deriving it or silently colliding with it. Trigger BEFORE starting a design or implementation on velesdb / velesdb-core /…

not rated 90 today A 275 tokens

arxiv-reproduce

89

tensorcircuit/tensorcircuit-ng

Skill Claude CodeCodex

Autonomously reproduces quantum computing arXiv papers using TensorCircuit-NG. It creates standardized repository structures, generates meta.yaml, writes and runs JAX-accelerated code, and strictly enforces code quality (black/pylint) before saving final figures.

not rated 88 3d ago A 59 tokens original Apache-2.0

contraction-tuner

90

tensorcircuit/tensorcircuit-ng

Skill Claude CodeCodex

Tune tensor-network contraction path search and slicing for TensorCircuit-NG workloads, especially OMECO and cotengra hyperparameters, memory targets, total FLOPs/write, slice counts, and large-circuit amplitude or expectation contractions.

not rated 88 3d ago A 51 tokens original Apache-2.0

tensorcircuit/tensorcircuit-ng

Skill Claude CodeCodex

Analyzes and refactors TensorCircuit-NG code to achieve peak time and memory performance. It enforces advanced JAX vectorization, intelligent JIT staging, optimal tensor network contraction, and memory-efficient autodiff strategies.

not rated 88 3d ago A 48 tokens original Apache-2.0

vlasenkoalexey/tpu_performance_autoresearch_wiki

Skill Claude CodeCodex

Generate a comprehensive retrospective for a (model, lane) pair that maps the explored search space, identifies coverage gaps from the topic taxonomy (model-optimization-index.md) and Pallas kernel catalog, surfaces premature-exhaustion signals (single-axis-probe vs kernel-port imbalance, frontier-stuck duration), and…

not rated 54 8d ago A 253 tokens original MIT

vlasenkoalexey/tpu_performance_autoresearch_wiki

Skill Claude CodeCodex

Generate a structured optimization hypothesis for the autoresearch loop. Walks three layers — (1) the generic wiki/model-optimization-index.md for TPU envelope data + topic pointers + cross-model refuted-pattern principles, (2) the generic wiki/model-optimization-blueprint.md for ladder-keyed phase ordering +…

not rated 54 8d ago A 338 tokens original MIT

start-experiment

96

vlasenkoalexey/tpu_performance_autoresearch_wiki

Skill Claude CodeCodex

Start the autoresearch optimization loop for a specific model + lane. Resolves the hierarchical program.md (root → model → lane), asks the user for hardware (local TPU VM or GKE cluster of a specified TPU type + topology), discovers available clusters from .env/, checks occupancy with USERPREFIX-aware attribution…

not rated 54 8d ago A 103 tokens original MIT

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