Claude Automation Recommender
anthropics/claude-plugins-official
Scans a codebase and suggests which Claude Code hooks, subagents, skills, plugins and MCP servers fit its stack, without changing any files.
A skill your agent uses when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI.
Install Memorix Orchestrate
$ npx skills add AVIDS2/memorix --skill memorix-orchestrate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AVIDS2/memorix memorix-orchestrate --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/AVIDS2/memorix.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/pi/memorix/skills/memorix-orchestrate .claude/skills/memorix-orchestrate && 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 "memorix-orchestrate" agent skill from https://github.com/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrate into .claude/skills/memorix-orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memorix-orchestrate", 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/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrateType 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 AVIDS2/memorix --skill memorix-orchestrate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AVIDS2/memorix memorix-orchestrate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AVIDS2/memorix.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/pi/memorix/skills/memorix-orchestrate .agents/skills/memorix-orchestrate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memorix-orchestrate" agent skill from https://github.com/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrate into .agents/skills/memorix-orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memorix-orchestrate", 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 AVIDS2/memorix --skill memorix-orchestrate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AVIDS2/memorix memorix-orchestrate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AVIDS2/memorix.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/pi/memorix/skills/memorix-orchestrate .cursor/skills/memorix-orchestrate && 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 "memorix-orchestrate" agent skill from https://github.com/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrate into .cursor/skills/memorix-orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memorix-orchestrate", 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/AVIDS2/memorix.git --path plugins/pi/memorix/skills/memorix-orchestrate--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 AVIDS2/memorix --skill memorix-orchestrate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AVIDS2/memorix memorix-orchestrate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AVIDS2/memorix.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/pi/memorix/skills/memorix-orchestrate .gemini/skills/memorix-orchestrate && 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 "memorix-orchestrate" agent skill from https://github.com/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrate into .gemini/skills/memorix-orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memorix-orchestrate", 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 AVIDS2/memorix memorix-orchestrateInstalls 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 AVIDS2/memorix --skill memorix-orchestrate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AVIDS2/memorix.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/pi/memorix/skills/memorix-orchestrate .github/skills/memorix-orchestrate && 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 "memorix-orchestrate" agent skill from https://github.com/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrate into .github/skills/memorix-orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memorix-orchestrate", 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 AVIDS2/memorix --skill memorix-orchestrate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AVIDS2/memorix memorix-orchestrate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AVIDS2/memorix.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/pi/memorix/skills/memorix-orchestrate .opencode/skills/memorix-orchestrate && 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 "memorix-orchestrate" agent skill from https://github.com/AVIDS2/memorix/tree/main/plugins/pi/memorix/skills/memorix-orchestrate into .opencode/skills/memorix-orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memorix-orchestrate", 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
memorix-orchestrate- GitHub stars
- 835
- Token cost
- ~416 tokens
- SKILL.md length
- 179 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI.
- A main agent needs Memorix to coordinate explicit subagent work through tasks
- SKILL.md covers Tool Router and Boundaries
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- The orchestrate CLI
What it does
Memorix Orchestrate is an agent skill from AVIDS2/memorix. Use when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI.
Its SKILL.md is about 420 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 Agent Workflows, covering Subagents. It works with Model Context Protocol. The repository describes itself as: Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi… The licence is Apache-2.0.
When your agent uses it
- A main agent needs Memorix to coordinate explicit subagent work through tasks
- The orchestrate CLI
Example prompts
- “/memorix-orchestrate”
What it can do on your machine
Read from SKILL.md and the folder at commit 82ff315. 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.
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
Memorix Orchestrate loads about 416 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 179 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 AVIDS2/memorix at commit 82ff315, republished under its Apache-2.0 licence (© AVIDS2). 179 words, ~416 tokens.
Download SKILL.mdSave it as
.claude/skills/memorix-orchestrate/SKILL.md (or your agent's skills folder).- name
- memorix-orchestrate
- description
- Use when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI.
Memorix Orchestrate
Use Memorix coordination for explicit subagent workflows with joined identities, tasks, handoffs, messages, file locks, and orchestrated workers.
The standard setup uses the lite MCP profile. Coordination MCP tools are exposed only by team or full; use the CLI fallback for ordinary installations, or explicitly start the server with --mode team. Do not probe unavailable team tools in a loop.
Tool Router
| Situation | Prefer | CLI fallback |
|---|---|---|
| Run managed subagent execution | CLI | memorix orchestrate --goal "<goal>" --agents claude:1,codex:1 |
| Register coordination identity | team_manage action join | memorix team join --agentType <agent> |
| Create or inspect tasks | team_task | `memorix task create |
| Send or read coordination messages | team_message | `memorix message send |
| Share structured handoff | memorix_handoff | memorix handoff send |
| Avoid file conflicts | team_file_lock | `memorix lock lock |
| Poll joined coordination state | memorix_poll | memorix poll |
Boundaries
- For ordinary memory, do not join coordination state.
- For production multi-agent execution, prefer
memorix orchestrateso the main process owns planning, dispatch, retries, and verification gates. - In worker prompts, use the worker agent ID returned by session start or team join; never use the coordinator ID as the worker identity.
© AVIDS2, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/pi/memorix/skills/memorix-orchestrate of AVIDS2/memorix.
Open the folder on GitHubat commit 82ff315
Compare with similar skills
Memorix Orchestrate 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 |
|---|---|---|---|---|---|---|
| Memorix Orchestrate this skillAVIDS2/memorix | 835 | — | ~416 | Automated safety check: Pass | Apache-2.0 | |
| Claude Automation Recommenderanthropics/claude-plugins-official | 38k | 3 repos | ~2.7k | Automated safety check: Notes | Apache-2.0 | |
| Agent Deckasheshgoplani/agent-deck | 1k | — | ~1.7k | Automated safety check: Pass | MIT | |
| CC Workflow Studio AI Editorbreaking-brake/cc-wf-studio | 5.4k | — | ~561 | Automated safety check: Pass | Custom licence | |
| Clone App Pat Proper-simmons/clone-app-pat-pro-public | 259 | — | ~1.9k | Automated safety check: Notes | None | |
| Bootstrapinfragate/capa | 724 | — | ~5.9k | Automated safety check: Pass | MIT |
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- Official
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agent-deck, the terminal session manager for AI coding agents.
CC Workflow Studio AI Editor
breaking-brake/cc-wf-studio
Creates and edits visual agent workflows in CC Workflow Studio through conversation, with the agent reading and writing the canvas over MCP.
Clone App Pat Pro
per-simmons/clone-app-pat-pro-public
Clones any web app pixel-for-pixel from a URL. An agent skill from per-simmons/clone-app-pat-pro-public.
Bootstrap
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Capify an existing project. An agent skill from infragate/capa.
Puppetmaster Agent Orchestration
professorpalmer/Puppetmaster
Operates and supervises Puppetmaster, a multi-agent orchestrator, through its MCP tools or CLI, picking the right verb for edits, reviews, audits and long-running jobs.
More from AVIDS2/memorix
All 8 skills in this repoMemorix
AVIDS2/memorix
A skill your agent uses when Claude Code needs Memorix shared memory, reasoning, Git Memory, mini-skills, session handoff, orchestration coordination, or integration troubleshooting.
Memorix Memory
AVIDS2/memorix
A skill your agent uses when prior workspace context, past decisions, solved bugs, handoff state, or durable project knowledge would help a coding task.
Memorix Git Memory
AVIDS2/memorix
A skill your agent uses when the task depends on commit history, what changed, when a fix shipped, or linking engineering evidence to reasoning memory.
Memorix Mini Skills
AVIDS2/memorix
A skill your agent uses when durable project knowledge, gotchas, workflows, or repeated fixes should become reusable agent guidance instead of ordinary memory.
Memorix Reasoning
AVIDS2/memorix
A skill your agent uses when a technical decision, trade-off, rejected alternative, architecture rationale, or design risk should be recorded or recovered.
Memorix Sessions
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A skill your agent uses when resuming work, preparing handoff context, binding an HTTP control-plane project, or deciding whether sessionstart is useful.
Related
Works with
Categories
Questions about Memorix Orchestrate
What does Memorix Orchestrate do?
A skill your agent uses when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI. Memorix Orchestrate is an agent skill from AVIDS2/memorix. Use when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI.
When should I use Memorix Orchestrate?
Memorix Orchestrate fits situations like: A main agent needs Memorix to coordinate explicit subagent work through tasks; the orchestrate CLI.
How do I install Memorix Orchestrate in Claude Code?
Run `npx skills add AVIDS2/memorix --skill memorix-orchestrate -a claude-code`. Or copy the skill folder (plugins/pi/memorix/skills/memorix-orchestrate in AVIDS2/memorix) into .claude/skills/memorix-orchestrate in your project. Claude Code loads it when a task matches its description.
How do I install Memorix Orchestrate in Codex?
Run `npx skills add AVIDS2/memorix --skill memorix-orchestrate -a codex`. Or copy the skill folder (plugins/pi/memorix/skills/memorix-orchestrate in AVIDS2/memorix) into .agents/skills/memorix-orchestrate in your project. Codex loads it when a task matches its description.
Can I use Memorix Orchestrate 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 AVIDS2/memorix --skill memorix-orchestrate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memorix-orchestrate, .gemini/skills/memorix-orchestrate, .github/skills/memorix-orchestrate and .opencode/skills/memorix-orchestrate in your project.
What does Memorix Orchestrate need to run?
SKILL.md names no scripts, command-line tools or credentials: Memorix Orchestrate is instructions for the agent only.
Does Memorix Orchestrate 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 Memorix Orchestrate 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 Memorix Orchestrate use?
Memorix Orchestrate is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Memorix Orchestrate use?
About 416 tokens (SKILL.md is roughly 1.7k 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 Memorix Orchestrate?
Skills that share tags, products or a category with Memorix Orchestrate: Claude Automation Recommender (anthropics/claude-plugins-official, 38k stars), Agent Deck (asheshgoplani/agent-deck, 1k stars), CC Workflow Studio AI Editor (breaking-brake/cc-wf-studio, 5.4k stars) and Clone App Pat Pro (per-simmons/clone-app-pat-pro-public, 259 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memorix Orchestrate?
AVIDS2 (a GitHub user) maintains it in AVIDS2/memorix, which has 835 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 2, 2026.
Source: AVIDS2/memorix on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.