hermes-agent/website/docs/user-guide/skills/optional/mlops
Teknium b0ef72a8a0 docs(skills): bring 69 skill descriptions under the 60-char authoring budget
Every SKILL.md description over 60 chars was silently truncated to
57 chars + '...' in the system-prompt skill index
(extract_skill_description, agent/skill_utils.py), destroying the
routing signal for 69 of 179 skills — some descriptions ran to
1,005 chars.

Rewrites follow the authoring standard: <=60 chars, one sentence,
ends with a period, trigger front-loaded, no marketing words, no
skill-name repetition. Excess detail already lives in each skill's
body.

Includes the touchdesigner-mcp trim from PR #32361 (credit:
@JeliTron) and aligns with the router-precision direction of PR
#48780 (@John-Lussier). Docs catalogs + per-skill pages regenerated
via website/scripts/generate-skill-docs.py.

Co-authored-by: JeliTron <287797501+JeliTron@users.noreply.github.com>
2026-07-23 21:07:16 -07:00
..
mlops-accelerate.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-chroma.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-clip.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-faiss.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-flash-attention.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-guidance.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-huggingface-tokenizers.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-inference-outlines.md chore(skills): move heavy training skills + outlines to optional-skills (#22912) 2026-05-09 18:44:12 -07:00
mlops-instructor.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-lambda-labs.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-llava.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-modal.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-models-segment-anything.md refactor(skills): move segment-anything to optional-skills 2026-07-23 19:47:34 -07:00
mlops-nemo-curator.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-obliteratus.md chore(skills): move red-team skills (godmode, obliteratus) to optional-skills — Anthropic classifier (#43221) 2026-06-09 21:41:00 -07:00
mlops-peft.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-pinecone.md docs: deep audit — fix stale config keys, missing commands, and registry drift (#22784) 2026-05-09 13:19:51 -07:00
mlops-pytorch-fsdp.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-pytorch-lightning.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-qdrant.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-research-dspy.md refactor(skills): clean up bundled skill set + add environments: relevance gate (#39028) 2026-06-04 06:11:22 -07:00
mlops-saelens.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-simpo.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-slime.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-stable-diffusion.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-tensorrt-llm.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-torchtitan.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00
mlops-training-axolotl.md chore(skills): move heavy training skills + outlines to optional-skills (#22912) 2026-05-09 18:44:12 -07:00
mlops-training-trl-fine-tuning.md chore(skills): move heavy training skills + outlines to optional-skills (#22912) 2026-05-09 18:44:12 -07:00
mlops-training-unsloth.md chore(skills): move heavy training skills + outlines to optional-skills (#22912) 2026-05-09 18:44:12 -07:00
mlops-whisper.md docs(skills): bring 69 skill descriptions under the 60-char authoring budget 2026-07-23 21:07:16 -07:00