Obsidian Canvas Boards
AgriciDaniel/claude-obsidian
Creates, inspects and updates Obsidian JSON Canvas boards in a vault, with text, file, link, group and edge nodes, using safe recoverable edits.
Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph.
Install Hybrid Memory
$ npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills hybrid-memory --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hybrid-memory .claude/skills/hybrid-memory && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "hybrid-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memory into .claude/skills/hybrid-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hybrid-memory", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memoryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills hybrid-memory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/hybrid-memory .agents/skills/hybrid-memory && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hybrid-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memory into .agents/skills/hybrid-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hybrid-memory", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills hybrid-memory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/hybrid-memory .cursor/skills/hybrid-memory && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "hybrid-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memory into .cursor/skills/hybrid-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hybrid-memory", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sundial-org/awesome-openclaw-skills.git --path skills/hybrid-memory--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills hybrid-memory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/hybrid-memory .gemini/skills/hybrid-memory && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "hybrid-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memory into .gemini/skills/hybrid-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hybrid-memory", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sundial-org/awesome-openclaw-skills hybrid-memoryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/hybrid-memory .github/skills/hybrid-memory && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "hybrid-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memory into .github/skills/hybrid-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hybrid-memory", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills hybrid-memory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/hybrid-memory .opencode/skills/hybrid-memory && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "hybrid-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/hybrid-memory into .opencode/skills/hybrid-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hybrid-memory", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
hybrid-memory- GitHub stars
- 663
- Token cost
- ~568 tokens
- SKILL.md length
- 160 words
- Files
- 1
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph.
- Works in 4 steps: Temporal questions → Check Graphiti first → Document questions → Use memory_search → Uncertain → Try both, combine results → …
- You need to recall past context
- SKILL.md covers When to Use Which, Quick Reference, Recall Pattern and AGENTS.md Template
- Reaches github.com
What it does
Hybrid Memory is an agent skill from sundial-org/awesome-openclaw-skills. Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memorysearch vs Graphiti.
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management, covering Knowledge graphs. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- You need to recall past context
- Answer temporal questions (when did X happen?)
- Search memory files
Example prompts
- “when did X happen?”
- “/hybrid-memory”
Requirements
- Docker
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Temporal questions → Check Graphiti first
- Document questions → Use memory_search
- Uncertain → Try both, combine results
- Low confidence → Say you checked but aren't sure
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Hybrid Memory loads about 568 tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 160 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 160 words (~568 tokens).
“Two memory systems, each with different strengths. Use both.”
- name
- hybrid-memory
Files
Just SKILL.md in skills/hybrid-memory of sundial-org/awesome-openclaw-skills.
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Hybrid Memory next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Hybrid Memory this skillsundial-org/awesome-openclaw-skills | 663 | — | ~568 | Automated safety check: Pass | None | |
| Obsidian Canvas BoardsAgriciDaniel/claude-obsidian | 15k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Ontology1mancompany/OneManCompany | 442 | 2 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Knowledge Graphgnomeria/usbtree | 691 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Graphagenticnotetaking/arscontexta | 3.5k | — | ~4.9k | Automated safety check: Notes | MIT | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 86k | — | ~1.5k | Automated safety check: Pass | MIT |
Similar skills
Ontology
1mancompany/OneManCompany
Typed knowledge graph for structured agent memory and composable skills.
Knowledge Graph
gnomeria/usbtree
Set up and maintain a lightweight, file-based knowledge graph of the repo — entities, typed relations, decisions, gotchas — so agents load context fast instead of re-exploring the codebase every…
Graph
agenticnotetaking/arscontexta
Interactive knowledge graph analysis. An agent skill from agenticnotetaking/arscontexta.
LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
- Official
Gitnexus Guide
aws-samples/sample-kolya-br-proxy
A skill your agent uses when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference.
More from sundial-org/awesome-openclaw-skills
All 383 skills in this repoUI UX Pro Max
sundial-org/awesome-openclaw-skills
UI/UX design intelligence and implementation guidance for building polished interfaces.
Web Deploy GitHub
sundial-org/awesome-openclaw-skills
Create and deploy single-page static websites to GitHub Pages with autonomous workflow.
Clawd Modifier
sundial-org/awesome-openclaw-skills
Modify Clawd, the Claude Code mascot. An agent skill from sundial-org/awesome-openclaw-skills.
Figma
sundial-org/awesome-openclaw-skills
Professional Figma design analysis and asset export. An agent skill from sundial-org/awesome-openclaw-skills.
Habit Flow
sundial-org/awesome-openclaw-skills
AI-powered atomic habit tracker with natural language logging, streak tracking, smart reminders, and coaching.
Edge Tts
sundial-org/awesome-openclaw-skills
Text-to-speech conversion using node-edge-tts npm package for generating audio from text.
Related
Categories
Questions about Hybrid Memory
What does Hybrid Memory do?
Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Hybrid Memory is an agent skill from sundial-org/awesome-openclaw-skills. Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph.
When should I use Hybrid Memory?
Hybrid Memory fits situations like: you need to recall past context; answer temporal questions (when did X happen?); search memory files.
How do I install Hybrid Memory in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a claude-code`. Or copy the skill folder (skills/hybrid-memory in sundial-org/awesome-openclaw-skills) into .claude/skills/hybrid-memory in your project. Claude Code loads it when a task matches its description.
How do I install Hybrid Memory in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a codex`. Or copy the skill folder (skills/hybrid-memory in sundial-org/awesome-openclaw-skills) into .agents/skills/hybrid-memory in your project. Codex loads it when a task matches its description.
Can I use Hybrid Memory in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sundial-org/awesome-openclaw-skills --skill hybrid-memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hybrid-memory, .gemini/skills/hybrid-memory, .github/skills/hybrid-memory and .opencode/skills/hybrid-memory in your project.
What does Hybrid Memory need to run?
SKILL.md names no scripts, command-line tools or credentials: Hybrid Memory is instructions for the agent only. Our summary lists: Docker.
Does Hybrid Memory access the network?
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Hybrid Memory safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Hybrid Memory use?
No licence was found for Hybrid Memory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hybrid Memory use?
About 568 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Hybrid Memory?
Skills that share tags, products or a category with Hybrid Memory: Obsidian Canvas Boards (AgriciDaniel/claude-obsidian, 15k stars), Ontology (1mancompany/OneManCompany, 442 stars), Knowledge Graph (gnomeria/usbtree, 691 stars) and Graph (agenticnotetaking/arscontexta, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hybrid Memory?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.