Repository
scragnog/HOT-Step-CPP agent skills
- skills
- 18
- GitHub stars
- 173
GitHub description: “Turn dials. Summon bangers! NOW WITH MORE C++! Local AI music generation powered by GGML”
- Stars
- 173 (29 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Apr 2026
Install all skills
npx skills add scragnog/HOT-Step-CPPAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in scragnog/HOT-Step-CPP, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | The standard way to run a listening test in HOT-Step - a local HTML score sheet next to the renders where Rob plays each track, scores it 1-5 on named criteria, and the page charts the two score… | scragnog/ | 173 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 2 | Explains where HOT-Step generation time goes (LM/DiT/VAE), how the TensorRT paths activate, how to benchmark from logs, and which knobs trade quality for speed. | scragnog/ | 173 | — | ~4.9k | Automated safety check: Pass | MIT | 2 days ago |
| 3 | Maps HOT-Step's native MiniMax-Music3 backend — engine port modules, endpoints, server/UI integration, parity/fixture infrastructure, and the hard-won trap list. | scragnog/ | 173 | — | ~4.5k | Automated safety check: Pass | MIT | 2 days ago |
| 4 | The validated recipe for training MiniMax-Music3 planner-LM style adapters (artist/album clones) with ace-train mm3-lm-train and the Training Studio. | scragnog/ | 173 | — | ~4k | Automated safety check: Pass | MIT | 2 days ago |
| 5 | Runbook for cutting and publishing a HOT-Step CPP release via a v git tag that triggers the multi-platform CI build and drafts a GitHub Release. | scragnog/ | 173 | — | ~5.1k | Automated safety check: Pass | MIT | 2 days ago |
| 6 | Safely pulls upstream acestep.cpp changes into the HOT-Step engine fork without destroying its integration hooks. | scragnog/ | 173 | — | ~5k | Automated safety check: Pass | MIT | 2 days ago |
| 7 | Diagnoses HOT-Step CPP generation failures, engine crashes, hangs, and startup problems from the logs/ session folders. | scragnog/ | 173 | — | ~6k | Automated safety check: Notes | MIT | 2 days ago |
| 8 | Safe edit-rebuild-test cycle for the HOT-Step C++ engine (dev-rebuild.bat, build script selection, stale-.obj recovery, smoke tests). | scragnog/ | 173 | — | ~6.1k | Automated safety check: Notes | MIT | 2 days ago |
| 9 | Traces the full life of a music generation request (UI form → Node job queue → engine LM → synth → SQLite song row) and every place params can silently drop, especially the LM echo sideband gotcha. | scragnog/ | 173 | — | ~5.4k | Automated safety check: Pass | MIT | 2 days ago |
| 10 | Explains how to write, test, and debug HOT-Step Lua plugins (solvers, schedulers, guidance modes, postprocess) including the apg()/poststep() API and UI param flow. | scragnog/ | 173 | — | ~7k | Automated safety check: Pass | MIT | 2 days ago |
| 11 | Explains MiniMax-Music3's Structured Caption format (Global Metadata / Vocal Details / Arrangement) and the vendored upstream music-caption-rewriter reference library. | scragnog/ | 173 | — | ~6.2k | Automated safety check: Pass | MIT | 2 days ago |
| 12 | Explains how model files, checkpoints, GGUF quantization, and the Model Manager work in HOT-Step CPP. | scragnog/ | 173 | — | ~6.6k | Automated safety check: Pass | MIT | 2 days ago |
| 13 | 13.Project Map Maps every HOT-Step CPP feature to its route file, service, UI folder, and engine subsystem, including port topology and the browser-to-engine request path. | scragnog/ | 173 | — | ~5.4k | Automated safety check: Notes | MIT | 2 days ago |
| 14 | Guides adding or modifying a feature in the HOT-Step CPP Node/TypeScript server (Express route + service pattern, better-sqlite3 schema changes, engine calls via aceClient, logging, tsx watch dev… | scragnog/ | 173 | — | ~6.5k | Automated safety check: Notes | MIT | 2 days ago |
| 15 | Guides adding or modifying UI features (React "studios") in HOT-Step CPP — studio-folder convention, store patterns, API wiring, routing registration, Tailwind/i18n rules, and the Vite HMR dev loop. | scragnog/ | 173 | — | ~5.3k | Automated safety check: Pass | MIT | 2 days ago |
| 16 | Defines the verification bar every HOT-Step CPP change must clear before being called done — per-tier checks (TypeScript, C++ engine, UI, audio, end-to-end smoke generation) and honest result… | scragnog/ | 173 | — | ~5.2k | Automated safety check: Pass | MIT | 2 days ago |
| 17 | Explains how HOT-Step's LoRA/LoKr adapter system loads, merges, caches, stacks, and regionally masks adapters at runtime, including hard-won failure modes. | scragnog/ | 173 | — | ~6.3k | Automated safety check: Pass | MIT | 2 days ago |
| 18 | How HOT-Step's custom flash-attention training ops (GGMLOPFLASHATTNTRAIN/BACK) work, what the AS1.5 DiT trainer campaign proved and disproved, and the exact contract for porting flash mode to the… | scragnog/ | 173 | — | ~5.4k | Automated safety check: Pass | MIT | 2 days ago |
Questions, answered from the data.
What is the best skill in scragnog/HOT-Step-CPP?
Ear Test Scoresheet from scragnog/HOT-Step-CPP ranks first of the 18 skills in scragnog/HOT-Step-CPP listed here, with the highest score: its repository has 173 GitHub stars, its SKILL.md loads about 1.9k tokens and it passes the automated safety check with no findings. Next come Engine Performance and Mm3 Backend.
Are the skills in scragnog/HOT-Step-CPP official?
None yet. All 18 skills in scragnog/HOT-Step-CPP listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from scragnog/HOT-Step-CPP?
Run npx skills add scragnog/HOT-Step-CPP in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.