hs-release
Cut a core Hindsight release (vX.Y.Z) and open the changelog + blog PR. Use when asked to cut/start a release, bump the version, or publish a new Hindsight version.
☆18.44k repo stars⑂1.13k repo forks
DevOps & Security
DevOps & Security skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
ml-engineering
Field-tested methodology and concrete recipes for training and operating large-scale LLM/VLM/multi-modal models end to end - choosing and benchmarking accelerators, storage and network; SLURM/Kubernetes orchestration; maximizing training throughput and fitting models in memory; diagnosing and surviving training instabilities, NaN/Inf, and hardware/job failures; checkpointing and fault tolerance; inference performance and memory; debugging multi-node/ multi-GPU hangs; and writing/running tests. Use when the user is training or fine-tuning large models, hits low TFLOPS/MFU, OOM, slow dataloading, a loss spike/divergence, a NCCL/InfiniBand or multi-node hang, node/GPU failures, checkpoint or preemption problems, storage/network bottlenecks, or needs to pick GPUs/cloud/file-systems or size inference latency/throughput. Distilled from "Machine Learning Engineering", the latest version of which can be found at https://github.com/stas00/ml-engineering The latest SKILL.md version can be found at https://github.com/stas00/ml-engineering/blob/master/SKILL.md
☆18.44k repo stars⑂1.18k repo forks
DevOps & Security
babysit-pr
Get a pull request to green CI. Diagnose and fix CI failures, push fixes, re-trigger CI via the "Run CICD" label, and repeat until all checks pass. Does not post comments — this is a local developer tool.
☆17.77k repo stars⑂3.50k repo forks
DevOps & Security
audit-build-ci
Audit build and CI configuration for correctness risks
☆17.75k repo stars⑂1.70k repo forks
DevOps & Security
cli-health
Check server health, component status, and live metrics from the CLI. Run `health`, `health components`, and `health watch` for a real-time dashboard of circuit breakers and provider status.
☆17.73k repo stars⑂2.64k repo forks
DevOps & Security
cli-tunnel
Start and stop tunnel connections (ngrok, Cloudflare, custom) from the CLI. Inspect active tunnel URLs, configure authentication, and test external reachability.
☆17.73k repo stars⑂2.64k repo forks
DevOps & Security
omni-budget
Configure spending limits, token quotas, and rate-limit policies per API key or globally. Inspect current consumption and enforce cost controls across providers.
☆17.73k repo stars⑂2.64k repo forks
DevOps & Security
omni-db-backups
Trigger system backups, restore from backup files, and manage the SQLite database lifecycle. Supports export, import, and incremental snapshot strategies.
☆17.73k repo stars⑂2.64k repo forks
DevOps & Security
omni-proxies
Configure HTTP/HTTPS/SOCKS proxies for upstream provider requests. Set per-provider or global proxy rules, test connectivity, and manage proxy rotation.
☆17.73k repo stars⑂2.64k repo forks
DevOps & Security
omni-tunnels
Create and manage secure tunnels (ngrok, Cloudflare Tunnel, custom) to expose OmniRoute to the internet or share access with remote agents and CI pipelines.
☆17.73k repo stars⑂2.64k repo forks
DevOps & Security