Coding Agent Session Finder
code-yeongyu/oh-my-openagent
Finds, reads and reconstructs past coding-agent sessions across Codex, Claude, OpenCode, Senpi and many other local agent logs.
Manage persistent memory for autonomous coding. An agent skill from majiayu000/claude-skill-registry.
Install Ac Memory Manager
$ npx skills add majiayu000/claude-skill-registry --skill ac-memory-manager -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install majiayu000/claude-skill-registry ac-memory-manager --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/majiayu000/claude-skill-registry.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent/ac-memory-manager .claude/skills/ac-memory-manager && 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 "ac-memory-manager" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-manager into .claude/skills/ac-memory-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ac-memory-manager", 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/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-managerType 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 majiayu000/claude-skill-registry --skill ac-memory-manager -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install majiayu000/claude-skill-registry ac-memory-manager --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agent/ac-memory-manager .agents/skills/ac-memory-manager && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ac-memory-manager" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-manager into .agents/skills/ac-memory-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ac-memory-manager", 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 majiayu000/claude-skill-registry --skill ac-memory-manager -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install majiayu000/claude-skill-registry ac-memory-manager --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agent/ac-memory-manager .cursor/skills/ac-memory-manager && 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 "ac-memory-manager" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-manager into .cursor/skills/ac-memory-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ac-memory-manager", 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/majiayu000/claude-skill-registry.git --path skills/agent/ac-memory-manager--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 majiayu000/claude-skill-registry --skill ac-memory-manager -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install majiayu000/claude-skill-registry ac-memory-manager --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agent/ac-memory-manager .gemini/skills/ac-memory-manager && 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 "ac-memory-manager" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-manager into .gemini/skills/ac-memory-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ac-memory-manager", 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 majiayu000/claude-skill-registry ac-memory-managerInstalls 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 majiayu000/claude-skill-registry --skill ac-memory-manager -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agent/ac-memory-manager .github/skills/ac-memory-manager && 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 "ac-memory-manager" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-manager into .github/skills/ac-memory-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ac-memory-manager", 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 majiayu000/claude-skill-registry --skill ac-memory-manager -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install majiayu000/claude-skill-registry ac-memory-manager --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agent/ac-memory-manager .opencode/skills/ac-memory-manager && 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 "ac-memory-manager" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-memory-manager into .opencode/skills/ac-memory-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ac-memory-manager", 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
ac-memory-manager- GitHub stars
- 666
- Used in
- 1 other repo
- Token cost
- ~241 tokens
- SKILL.md length
- 60 words
- Files
- 2
- Skills in repo
- 1,273
- Repo updated
- First seen
- Licence
- MIT
At a glance
Manage persistent memory for autonomous coding. An agent skill from majiayu000/claude-skill-registry.
- Storing/retrieving knowledge
- SKILL.md covers Purpose, Quick Start, Memory Types and Integration, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Managing Graphiti integration
What it does
Ac Memory Manager is an agent skill from majiayu000/claude-skill-registry. Manage persistent memory for autonomous coding. Use when storing/retrieving knowledge, managing Graphiti integration, persisting learnings, or accessing episodic memory.
Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `metadata.json`).
It sits in Agent Workflows, covering Agent memory. The repository describes itself as: Searchable Claude Code skills catalog with source-linked guides and generated registry artifacts. The licence is MIT.
When your agent uses it
- Storing/retrieving knowledge
- Managing Graphiti integration
- Persisting learnings
- Accessing episodic memory
Example prompts
- “/ac-memory-manager”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 2d14a69. 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 python).
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ac Memory Manager loads about 241 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 60 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
The full file from majiayu000/claude-skill-registry at commit 2d14a69, republished under its MIT licence (© majiayu000). 60 words, ~241 tokens.
Download SKILL.mdSave it as
.claude/skills/ac-memory-manager/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- ac-memory-manager
- description
- Manage persistent memory for autonomous coding. Use when storing/retrieving knowledge, managing Graphiti integration, persisting learnings, or accessing episodic memory.
AC Memory Manager
Manage persistent memory using Graphiti for cross-session knowledge.
Purpose
Integrates with Graphiti memory system to store and retrieve knowledge, enabling learning across sessions and projects.
Quick Start
from scripts.memory_manager import MemoryManager
memory = MemoryManager(project_dir)
await memory.store("auth patterns", {"jwt": True, "session": False})
knowledge = await memory.retrieve("authentication")Memory Types
- Episodic: Past events and experiences
- Semantic: Facts and knowledge
- Procedural: Learned skills and patterns
Integration
Uses Graphiti + LadybugDB for persistent storage.
API Reference
See scripts/memory_manager.py for full implementation.
© majiayu000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/agent/ac-memory-manager of majiayu000/claude-skill-registry.
- SKILL.md
- metadata.json
Open the folder on GitHubat commit 2d14a69
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in majiayu000/claude-skill-registry, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Ac Memory Manager 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 |
|---|---|---|---|---|---|---|
| Ac Memory Manager this skillmajiayu000/claude-skill-registry | 666 | 1 repos | ~241 | Automated safety check: Pass | MIT | |
| Coding Agent Session Findercode-yeongyu/oh-my-openagent | 70k | 1 repos | ~2.8k | Automated safety check: Pass | Custom licence | |
| Claude-Mem Cloud Syncthedotmack/claude-mem | 98k | 1 repos | ~1k | Automated safety check: Notes | Apache-2.0 | |
| Cognee CLI Memory Commandstopoteretes/cognee | 32k | 1 repos | ~2.2k | Automated safety check: Notes | Apache-2.0 | |
| Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills | 21k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Claude-Mem Searchthedotmack/claude-mem | 98k | 1 repos | ~511 | Automated safety check: Pass | Apache-2.0 |
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Cognee CLI Memory Commands
topoteretes/cognee
Drives cognee from the terminal with remember, recall, forget and improve memory commands, dataset and config management and database migrations.
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.
Claude-Mem Search
thedotmack/claude-mem
Searches the user's persistent cross-session memory for timestamped observations synthesized from past agent sessions on cmem.ai.
Beads Task Memory
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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.
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Related
Categories
Questions about Ac Memory Manager
What does Ac Memory Manager do?
Manage persistent memory for autonomous coding. An agent skill from majiayu000/claude-skill-registry. Ac Memory Manager is an agent skill from majiayu000/claude-skill-registry. Manage persistent memory for autonomous coding.
When should I use Ac Memory Manager?
Ac Memory Manager fits situations like: storing/retrieving knowledge; managing Graphiti integration; persisting learnings; accessing episodic memory.
How do I install Ac Memory Manager in Claude Code?
Run `npx skills add majiayu000/claude-skill-registry --skill ac-memory-manager -a claude-code`. Or copy the skill folder (skills/agent/ac-memory-manager in majiayu000/claude-skill-registry) into .claude/skills/ac-memory-manager in your project. Claude Code loads it when a task matches its description.
How do I install Ac Memory Manager in Codex?
Run `npx skills add majiayu000/claude-skill-registry --skill ac-memory-manager -a codex`. Or copy the skill folder (skills/agent/ac-memory-manager in majiayu000/claude-skill-registry) into .agents/skills/ac-memory-manager in your project. Codex loads it when a task matches its description.
Can I use Ac Memory Manager 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 majiayu000/claude-skill-registry --skill ac-memory-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ac-memory-manager, .gemini/skills/ac-memory-manager, .github/skills/ac-memory-manager and .opencode/skills/ac-memory-manager in your project.
What does Ac Memory Manager need to run?
SKILL.md names no scripts, command-line tools or credentials: Ac Memory Manager is instructions for the agent only. Our summary lists: Python 3.
Does Ac Memory Manager 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 Ac Memory Manager 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 Ac Memory Manager use?
Ac Memory Manager is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ac Memory Manager use?
About 241 tokens (SKILL.md is roughly 964 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 Ac Memory Manager?
Skills that share tags, products or a category with Ac Memory Manager: Coding Agent Session Finder (code-yeongyu/oh-my-openagent, 70k stars), Claude-Mem Cloud Sync (thedotmack/claude-mem, 98k stars), Cognee CLI Memory Commands (topoteretes/cognee, 32k 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 Ac Memory Manager?
majiayu000 (a GitHub user) maintains it in majiayu000/claude-skill-registry, which has 666 GitHub stars. The repository holds 1,273 skills in this directory. The repository was last updated on October 7, 2026.
Source: majiayu000/claude-skill-registry on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.