palaia

55 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.

By LeoYeAI/agent-master-skills (GitHub) · coding · 2,186 stars · scanned at commit 8f88f9a

Local, crash-safe persistent memory for OpenClaw agents. SQLite-backed by default. Semantic search, projects, scopes, auto-capture. After installing or updating, run: palaia doctor --fix to complete setup.

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this.

Found in 64 places.

skills/palaia/AUDIT-DEPLOY.md, line 371. **`pip install` from git URL can be slow** — pip sometimes hangs during resolution. Local clone install works instantly. PyPI publish would improve UX signif
skills/palaia/AUDIT-DEPLOY.md, line 404. **No PyPI package** — `pip install palaia` won't work yet. Only git URL install. SKILL.md should clarify this.
skills/palaia/AUDIT-DEPLOY.md, line 45- **sentence-transformers extra:** `pip install "palaia[sentence-transformers]"` — adds ~500MB

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skills/palaia/AUDIT.md, line 29- **Installation:** `pip install -e .` fehlerfrei, `palaia --help` funktioniert ✅
skills/palaia/CHANGELOG.md, line 20- **SKILL.md included in npm package**: Agents installing Palaia via `npm install -g @byte5ai/palaia` now automatically get the SKILL.md in their `<available_sk
skills/palaia/CONTRIBUTING.md, line 52pip install -e ".[dev]"
skills/palaia/README.md, line 29pip install "palaia[fastembed]"
skills/palaia/README.md, line 30npm install -g @byte5ai/palaia@latest
skills/palaia/README.md, line 234pip install -e ".[dev]"
skills/palaia/SKILL.md, line 45pip install "palaia[fastembed]"
skills/palaia/SKILL.md, line 58python3 -m pip install "palaia[fastembed]"
skills/palaia/SKILL.md, line 60pipx install "palaia[fastembed]"
skills/palaia/SKILL.md, line 65pip install "palaia[mcp]" # MCP server for Claude Desktop, Cursor
skills/palaia/SKILL.md, line 66pip install "palaia[curate]" # Knowledge curation
skills/palaia/SKILL.md, line 76npm install -g @byte5ai/palaia@latest
skills/palaia/SKILL.md, line 126pip install --upgrade "palaia[fastembed]"
skills/palaia/SKILL.md, line 130pipx install "palaia[fastembed]" --force
skills/palaia/SKILL.md, line 136npm install -g @byte5ai/palaia@latest
skills/palaia/SKILL.md, line 177| **PostgreSQL** | Distributed teams, multiple hosts | pgvector (ANN, IVFFlat/HNSW) | `pip install 'palaia[postgres]'` |
skills/palaia/SKILL.md, line 193| **fastembed** | Local (CPU) | ~10ms/query | `pip install 'palaia[fastembed]'` (default) |

and 44 more places

Runs commands on your computer

The author does not mention this. Expected for a coding skill.

Found in 95 places.

skills/palaia/SKILL.md, line 45pip install "palaia[fastembed]"
skills/palaia/SKILL.md, line 49palaia init
skills/palaia/SKILL.md, line 58python3 -m pip install "palaia[fastembed]"

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skills/palaia/SKILL.md, line 65pip install "palaia[mcp]" # MCP server for Claude Desktop, Cursor
skills/palaia/SKILL.md, line 76npm install -g @byte5ai/palaia@latest
skills/palaia/SKILL.md, line 81PALAIA_PATH="$(npm root -g)/@byte5ai/palaia"
skills/palaia/SKILL.md, line 98openclaw gateway restart
skills/palaia/SKILL.md, line 106palaia init --agent YOUR_AGENT_NAME
skills/palaia/SKILL.md, line 114palaia upgrade
skills/palaia/SKILL.md, line 122which palaia
skills/palaia/SKILL.md, line 181palaia config set database_url postgresql://user:pass@host/db
skills/palaia/SKILL.md, line 208palaia embed-server --socket --daemon # Start background server
skills/palaia/SKILL.md, line 221pip install 'palaia[mcp]'
skills/palaia/SKILL.md, line 272palaia write "API rate limit is 100 req/min" --type memory --tags api,limits
skills/palaia/SKILL.md, line 290palaia query "what's the rate limit"
skills/palaia/SKILL.md, line 317palaia get <entry-id>
skills/palaia/SKILL.md, line 327palaia list
skills/palaia/SKILL.md, line 342palaia status
skills/palaia/SKILL.md, line 350palaia project create myapp --description "Main application" --default-scope team
skills/palaia/SKILL.md, line 362palaia memo send AgentName "Important update about project X"

and 75 more places

Changes files outside its own folder

The author does not mention this.

Found in 1 place.

skills/palaia/docs/migration-guide.md, line 69mv ~/. openclaw/workspace/memory ~/. openclaw/workspace/memory-archived

Sends data to these websites: api.openai.com, ollama.com

The author does not mention this.

Found in 19 places.

skills/palaia/palaia/doctor.py, line 816import urllib.request
skills/palaia/palaia/doctor.py, line 819req = urllib.request.Request(url, headers={"Accept": "application/json"})
skills/palaia/palaia/doctor.py, line 820with urllib.request.urlopen(req, timeout=5) as resp:

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skills/palaia/palaia/embeddings.py, line 85import urllib.request
skills/palaia/palaia/embeddings.py, line 88req = urllib.request.Request(
skills/palaia/palaia/embeddings.py, line 93with urllib.request.urlopen(req, timeout=30) as resp:
skills/palaia/palaia/embeddings.py, line 190from openai import OpenAI
skills/palaia/palaia/embeddings.py, line 209import urllib.request
skills/palaia/palaia/embeddings.py, line 212req = urllib.request.Request(
skills/palaia/palaia/embeddings.py, line 220with urllib.request.urlopen(req, timeout=30) as resp:
skills/palaia/palaia/embeddings.py, line 240import urllib.request
skills/palaia/palaia/embeddings.py, line 247req = urllib.request.Request(
skills/palaia/palaia/embeddings.py, line 252with urllib.request.urlopen(req, timeout=30) as resp:
skills/palaia/palaia/embeddings.py, line 351import urllib.request
skills/palaia/palaia/embeddings.py, line 354req = urllib.request.Request(f"{base_url}/api/tags", method="GET")
skills/palaia/palaia/embeddings.py, line 355with urllib.request.urlopen(req, timeout=3) as resp:
skills/palaia/palaia/embeddings.py, line 420else "curl -fsSL https://ollama.com/install.sh | sh && ollama pull nomic-embed-text",
skills/palaia/palaia/ingest.py, line 13from urllib.request import urlopen
skills/palaia/palaia/ingest.py, line 329with urlopen(url) as resp: # noqa: S310

Can call paid AI services billed to you

The author does not mention this.

Found in 3 places.

skills/palaia/palaia/embeddings.py, line 190from openai import OpenAI
skills/palaia/palaia/embeddings.py, line 213"https://api.openai.com/v1/embeddings",
skills/palaia/palaia/embeddings.py, line 244url = f"https://generativelanguage.googleapis.com/v1beta/models/{self.model_name}:batchEmbedContents?key={self.api_key}"

Other copies in this repository

LeoYeAI/agent-master-skills has 1 more folder with a skill named palaia. This page shows the lowest-scoring copy.

skills/palaia/palaia 79/100 · Review before installing

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'palaia' ] || [ -L ~/.agents/skills/'palaia' ]; then echo 'A skill folder named palaia already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/LeoYeAI/agent-master-skills' "$d" && git -C "$d" checkout --quiet '8f88f9a0dd5a1075d4f0c7626f9d960844d57575' -- 'skills/palaia' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/palaia' ~/.agents/skills/'palaia' && 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/'palaia' ~/.claude/skills/'palaia' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-08	`8f88f9a`	55
2026-11-07	`8f88f9a`	55