pretrain-annotation
95 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
Give the pretraining sources (yam robot data, ego human video) per-frame code labels with the VLM labeling engine in codegen/pretrain, via scripts/pretrain_annotation.sh: sub-task slices, Stage 1 labeling, skill mining, corpus-scale Stage 3, the flat cache in loader order, and its checks. Paid VLM stages need the user's explicit go-ahead.
What this skill can do
Runs commands on your computer
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'pretrain-annotation' ] || [ -L ~/.agents/skills/'pretrain-annotation' ]; then echo 'A skill folder named pretrain-annotation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ZhuoyangLiu2005/agentic-wam' "$d" && git -C "$d" checkout --quiet '275818e5787d59012eba4c43504342f1201ad25b' -- '.claude/skills/pretrain-annotation' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/pretrain-annotation' ~/.agents/skills/'pretrain-annotation' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'pretrain-annotation' ~/.claude/skills/'pretrain-annotation' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/ZhuoyangLiu2005/agentic-wam/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-11 | 275818e | 95 |