Gcc
davila7/claude-code-templates
Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/.
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search.
Install Triple Memory
$ npx skills add sundial-org/awesome-openclaw-skills --skill triple-memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills triple-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/triple-memory .claude/skills/triple-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 "triple-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/triple-memory into .claude/skills/triple-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "triple-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/triple-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 triple-memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills triple-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/triple-memory .agents/skills/triple-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 "triple-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/triple-memory into .agents/skills/triple-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "triple-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 triple-memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills triple-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/triple-memory .cursor/skills/triple-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 "triple-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/triple-memory into .cursor/skills/triple-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "triple-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/triple-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 triple-memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills triple-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/triple-memory .gemini/skills/triple-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 "triple-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/triple-memory into .gemini/skills/triple-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "triple-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 triple-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 triple-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/triple-memory .github/skills/triple-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 "triple-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/triple-memory into .github/skills/triple-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "triple-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 triple-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 triple-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/triple-memory .opencode/skills/triple-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 "triple-memory" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/triple-memory into .opencode/skills/triple-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "triple-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
triple-memory- GitHub stars
- 663
- Token cost
- ~972 tokens
- SKILL.md length
- 215 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 353
- Repo updated
- First seen
- Licence
- None found
At a glance
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search.
- Works in 3 steps: LanceDB (Conversation Memory) → Git-Notes Memory (Structured, Local) → File Search (Workspace)
- Setting up comprehensive agent memory
- SKILL.md covers Architecture Overview, The Three Systems, Setup and Usage, plus 4 more sections
- Runs Shell scripts from its folder; calls python3; needs OPENAI_API_KEY
What it does
Triple Memory is an agent skill from sundial-org/awesome-openclaw-skills. Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context across sessions, or when managing decisions/preferences/tasks with multiple memory backends working together.
Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/SETUP.md` and `scripts/file-search.sh`).
It sits in Agent Workflows, covering Agent memory and Git workflow. It works with Git. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Setting up comprehensive agent memory
- You need persistent context across sessions
- Managing decisions/preferences/tasks with multiple memory backends working together
Example prompts
- “/triple-memory”
Requirements
- Python 3
- A Bash shell
- A credential in OPENAI_API_KEY
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- LanceDB (Conversation Memory)
- Git-Notes Memory (Structured, Local)
- File Search (Workspace)
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
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OPENAI_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Triple Memory loads about 972 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 215 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 215 words (~972 tokens).
“A comprehensive memory architecture combining three complementary systems for maximum context retention across sessions.”
- name
- triple-memory
- version
- 1.0.0
Files
SKILL.md and 2 other files (scripts, references) in skills/triple-memory of sundial-org/awesome-openclaw-skills.
- SKILL.md
- references/SETUP.md
- scripts/file-search.sh
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Triple 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 |
|---|---|---|---|---|---|---|
| Triple Memory this skillsundial-org/awesome-openclaw-skills | 663 | — | ~972 | Automated safety check: Pass | None | |
| Gccdavila7/claude-code-templates | 32k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Elite Longterm MemoryaAAaqwq/AGI-Super-Team | 105 | 2 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Commit Context Lookuprohitg00/agentmemory | 29k | — | ~522 | Automated safety check: Pass | Apache-2.0 | |
| Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills | 21k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Beads Task Memorygastownhall/beads | 28k | — | ~1.2k | Automated safety check: Pass | MIT |
Similar skills
Elite Longterm Memory
aAAaqwq/AGI-Super-Team
Ultimate AI agent memory system for Cursor, Claude, ChatGPT & Copilot.
Commit Context Lookup
rohitg00/agentmemory
Traces a file, function or line back to the agent session behind its current commit, using git blame and a memory lookup, and reports only what the records show.
Neat-Freak Knowledge Closeout
KKKKhazix/khazix-skills
Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session.
Beads Task Memory
gastownhall/beads
Tracks multi-session work with dependencies in the bd issue tracker so the agent can find ready tasks and recover its context after conversation compaction.
Session History Search
slopus/happy
Searches past Claude Code, Codex and Cursor sessions and summarizes what was worked on, tried or decided, using extraction scripts instead of reading raw logs.
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Related
Works with
Categories
Questions about Triple Memory
What does Triple Memory do?
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Triple Memory is an agent skill from sundial-org/awesome-openclaw-skills. Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search.
When should I use Triple Memory?
Triple Memory fits situations like: setting up comprehensive agent memory; you need persistent context across sessions; managing decisions/preferences/tasks with multiple memory backends working together.
How do I install Triple Memory in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill triple-memory -a claude-code`. Or copy the skill folder (skills/triple-memory in sundial-org/awesome-openclaw-skills) into .claude/skills/triple-memory in your project. Claude Code loads it when a task matches its description.
How do I install Triple Memory in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill triple-memory -a codex`. Or copy the skill folder (skills/triple-memory in sundial-org/awesome-openclaw-skills) into .agents/skills/triple-memory in your project. Codex loads it when a task matches its description.
Can I use Triple 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 triple-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/triple-memory, .gemini/skills/triple-memory, .github/skills/triple-memory and .opencode/skills/triple-memory in your project.
What does Triple Memory need to run?
Going by SKILL.md and its folder, Triple Memory needs a shell for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named OPENAI_API_KEY. Our summary lists: Python 3; A Bash shell; A credential in OPENAI_API_KEY.
Does Triple Memory access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Triple 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Triple Memory use?
No licence was found for Triple Memory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Triple Memory use?
About 972 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 371 tokens, read only when the agent opens those files.
What are the alternatives to Triple Memory?
Skills that share tags, products or a category with Triple Memory: Gcc (davila7/claude-code-templates, 32k stars), Elite Longterm Memory (aAAaqwq/AGI-Super-Team, 105 stars), Commit Context Lookup (rohitg00/agentmemory, 29k stars) and Neat-Freak Knowledge Closeout (KKKKhazix/khazix-skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Triple Memory?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 353 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.