القائمة
Sub-skill of devtools: 1. Reproducible Environments (+4).
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/vamseeachanta/workspace-hub --skill devtools-1-reproducible-environmentsيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
Write outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.
Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.
Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
عرض SKILL.md
استنادا إلى تصنيف SOC المهني
| name | devtools-1-reproducible-environments |
| description | Sub-skill of devtools: 1. Reproducible Environments (+4). |
| version | 1.0.0 |
| category | development |
| type | reference |
| scripts_exempt | true |
# Pin versions in Dockerfiles
FROM node:20.10.0-alpine
# Use lockfiles
npm ci --frozen-lockfile
pip install -r requirements.txt --require-hashes
# Document tool versions
cat > .tool-versions << 'EOF'
nodejs 20.10.0
python 3.12.0
EOF
# Order layers by change frequency (least to most)
FROM node:20-alpine
# System dependencies (rarely change)
RUN apk add --no-cache git
# Package manifests (change sometimes)
COPY package*.json ./
RUN npm ci
# Application code (changes often)
COPY . .
# Create reusable functions
source_if_exists() {
[[ -f "$1" ]] && source "$1"
}
source_if_exists "$HOME/.bashrc.local"
source_if_exists "$HOME/.bashrc.work"
# Lazy loading for slow tools
nvm() {
unset -f nvm
source "$NVM_DIR/nvm.sh"
nvm "$@"
}
[alias]
# Shortcuts
co = checkout
br = branch
ci = commit
st = status
# Log formats
lg = log --graph --oneline --decorate
ll = log --pretty=format:'%C(yellow)%h%C(reset) %s %C(blue)<%an>%C(reset)'
# Useful commands
undo = reset --soft HEAD~1
amend = commit --amend --no-edit
wip = !git add -A && git commit -m 'WIP'
[core]
autocrlf = input
editor = vim
[pull]
rebase = true
[push]
autoSetupRemote = true
[rerere]
enabled = true
// .vscode/settings.json (per-project)
{
"editor.rulers": [80, 120],
"files.exclude": {
"**/.git": true,
"**/node_modules": true,
"**/__pycache__": true
},
"search.exclude": {
"**/dist": true,
"**/coverage": true
}
}