pinecone-rag
github/awesome-copilotOfficial collectionAI & ML engineering
pinecone-rag is a skill in github/awesome-copilot, last changed 11 Jun 2026. It is instructions only: no scripts, no named hosts and no pre-approved tools.
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say "Pinecone" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.
At a glance
What it can touch
- Instructions only
It is instructions only: no scripts, no named hosts and no pre-approved tools.
How much a skill can do, not whether it is risky.
Pattern check
Nothing flagged
That isn't proof the skill is harmless.
Commit 8178d19 · 3 Nov 2026
How the check worksPattern check: nothing flagged
That isn't proof the skill is harmless.
Install
Each tab says whether it installs commit 8178d19, the one we checked, or the latest version.
OpenCode also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Goose also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Windsurf (Devin Desktop) also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Zed also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Roo Code also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Factory Droid also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Junie also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Amp also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
No install command here reaches Kiro. Copy the skill's folder into .kiro/skills/ in your project, or ~/.kiro/skills/ for all your projects. github/awesome-copilot/skills/pinecone-rag (opens in a new tab)
Antigravity also looks in .agents/skills/, so the Any agent steps reach it with This project. For All projects, see where Antigravity looks.
Cline also looks in .claude/skills/, so the Claude Code steps reach it with This project. For All projects, see where Cline looks.
Claude Code
Pinned to commit 8178d19, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&mkdir -p .claude/skills &&mkdir .claude/skills/pinecone-rag &&cp -R "$tmp"/skills/pinecone-rag/. .claude/skills/pinecone-rag/ &&rm -rf "$tmp"If Claude Code was already running and this created the skills folder, run /reload-skills.
Claude apps
Pinned to commit 8178d19, the one we checked.
Skills in the Claude apps belong to your account rather than to a project.
Make pinecone-rag.zip, with the skill folder at the top level:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&out="$(mktemp -d)" &&cp -R "$tmp"/skills/pinecone-rag "$out"/pinecone-rag &&(cd "$out" && zip -qr - pinecone-rag) > pinecone-rag.zip &&rm -rf "$tmp" "$out"In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose pinecone-rag.zip.
On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.
Codex
Pinned to commit 8178d19, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&mkdir -p .agents/skills &&mkdir .agents/skills/pinecone-rag &&cp -R "$tmp"/skills/pinecone-rag/. .agents/skills/pinecone-rag/ &&rm -rf "$tmp"Codex picks up new skills on its own; restart it if this one does not appear.
Cursor
Pinned to commit 8178d19, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&mkdir -p .cursor/skills &&mkdir .cursor/skills/pinecone-rag &&cp -R "$tmp"/skills/pinecone-rag/. .cursor/skills/pinecone-rag/ &&rm -rf "$tmp"Copilot & VS Code
Pinned to commit 8178d19, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&mkdir -p .github/skills &&mkdir .github/skills/pinecone-rag &&cp -R "$tmp"/skills/pinecone-rag/. .github/skills/pinecone-rag/ &&rm -rf "$tmp"In a running Copilot CLI session, run /skills reload.
Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.
gh skill install github/awesome-copilot skills/pinecone-rag/SKILL.md@8178d1939a203f691067073dcab2a3f1e14072d3 --agent github-copilot --scope projectGemini CLI
Pinned to commit 8178d19, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&mkdir -p .gemini/skills &&mkdir .gemini/skills/pinecone-rag &&cp -R "$tmp"/skills/pinecone-rag/. .gemini/skills/pinecone-rag/ &&rm -rf "$tmp"In a running session, run /skills reload.
Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.
gemini skills install https://github.com/github/awesome-copilot.git --path skills/pinecone-rag --scope workspaceAny agent
Pinned to commit 8178d19, the one we checked.
OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity read .agents/skills in a project.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 8178d1939a203f691067073dcab2a3f1e14072d3 &&git -C "$tmp" sparse-checkout set -- skills/pinecone-rag &&git -C "$tmp" checkout -q 8178d1939a203f691067073dcab2a3f1e14072d3 &&mkdir -p .agents/skills &&mkdir .agents/skills/pinecone-rag &&cp -R "$tmp"/skills/pinecone-rag/. .agents/skills/pinecone-rag/ &&rm -rf "$tmp"Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.
npx skills@1.7.4 add github/awesome-copilot --skill pinecone-ragWhat it can touch
From the files and frontmatter at commit 8178d19. This is how much a skill can do, not whether it is risky.
Instructions only
It is instructions only: no scripts, no named hosts and no pre-approved tools.
Pattern check
Pattern check: nothing flagged · commit 8178d19 · 3 Nov 2026
We checked every text file in this skill, at commit 8178d19 on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.
Format check
Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.
- Agent Skills specPasses
- Claude CodePasses
Claude apps & API uploadPasses
Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.
- Note
The description is 720 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4
Fix: If the claude.ai upload refuses it, trim the description to 200 characters.
- Note
- OpenAI (Codex & API)Passes
- VS Code & CopilotPasses
SKILL.md
Files
1 file
| Path | Size |
|---|---|
| SKILL.md (opens in a new tab) | 9.4 KB |
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