Trellis Session Insight
mindfold-ai/Trellis
Reach into past AI conversation history through the trellis mem CLI.
A skill your agent uses when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover, new-seat orientation, a watchdog wake, cross-host reach to an agent on…
$ npx skills add mvschwarz/openrig --skill openrig-skills -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mvschwarz/openrig openrig-skills --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/mvschwarz/openrig.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/_canonical/core/openrig-skills .claude/skills/openrig-skills && 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 "openrig-skills" agent skill from https://github.com/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skills into .claude/skills/openrig-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrig-skills", 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/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skillsType 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 mvschwarz/openrig --skill openrig-skills -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mvschwarz/openrig openrig-skills --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvschwarz/openrig.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/_canonical/core/openrig-skills .agents/skills/openrig-skills && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openrig-skills" agent skill from https://github.com/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skills into .agents/skills/openrig-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrig-skills", 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 mvschwarz/openrig --skill openrig-skills -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mvschwarz/openrig openrig-skills --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvschwarz/openrig.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/_canonical/core/openrig-skills .cursor/skills/openrig-skills && 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 "openrig-skills" agent skill from https://github.com/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skills into .cursor/skills/openrig-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrig-skills", 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/mvschwarz/openrig.git --path skills/_canonical/core/openrig-skills--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 mvschwarz/openrig --skill openrig-skills -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mvschwarz/openrig openrig-skills --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvschwarz/openrig.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/_canonical/core/openrig-skills .gemini/skills/openrig-skills && 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 "openrig-skills" agent skill from https://github.com/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skills into .gemini/skills/openrig-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrig-skills", 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 mvschwarz/openrig openrig-skillsInstalls 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 mvschwarz/openrig --skill openrig-skills -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mvschwarz/openrig.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/_canonical/core/openrig-skills .github/skills/openrig-skills && 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 "openrig-skills" agent skill from https://github.com/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skills into .github/skills/openrig-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrig-skills", 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 mvschwarz/openrig --skill openrig-skills -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mvschwarz/openrig openrig-skills --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvschwarz/openrig.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/_canonical/core/openrig-skills .opencode/skills/openrig-skills && 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 "openrig-skills" agent skill from https://github.com/mvschwarz/openrig/tree/main/skills/_canonical/core/openrig-skills into .opencode/skills/openrig-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrig-skills", 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.
openrig-skillsA skill your agent uses when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover, new-seat orientation, a watchdog wake, cross-host reach to an agent on…
Openrig Skills is an agent skill from mvschwarz/openrig. Use when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover, new-seat orientation, a watchdog wake, cross-host reach to an agent on another machine, rig packaging, an OpenRig upgrade, systematic debugging, queue triage, or implementation planning; also use when you don't know what applies or nothing is projected on cold boot.
Its SKILL.md is about 2.6k 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 Development, covering Debugging. The repository describes itself as: Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work. The licence is Apache-2.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 4b48ca2. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
Bash(rig:*)From allowed-tools in the SKILL.md frontmatter.
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.
Links to these hosts (documentation or services it may open):
openrig.devFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Openrig Skills loads about 2.6k tokens when it runs. Until then it costs about 97 tokens; SKILL.md has 1,255 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.
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.
The full file from mvschwarz/openrig at commit 4b48ca2, republished under its Apache-2.0 licence (© mvschwarz). 1,255 words, ~2,559 tokens.
.claude/skills/openrig-skills/SKILL.md (or your agent's skills folder).You're running inside OpenRig. OpenRig ships a set of skills — small documents that tell you when to do something and how. This file is the map: what ships, when to reach for each, and how to load it. If you don't know which skill applies, or nothing is projected into your context, start here.
Skills are progressive disclosure: a skill's name + description sit in your context ambiently (the "hot tier"); its body loads only when you open it. So you don't pre-read everything — you pattern-match a skill's "when" to your moment, then open just that one. This file recommends skills from the shipped set. (For bounded procedures, open agent-operated-workflows; for ongoing agent-backed applications, open agent-operated-software.)
Every row below names how to reach the skill — already-hot, or an exact load path. No row is a dead end.
rig context getDon't guess a file path or a name. Go ask → ref → load in three steps:
rig context list for every shipped entry's ref and name. The when for
each is the index below (or rig context list --json, which carries each entry's purpose) — match
your moment there.skills/<namespace>/<name> (e.g. skills/core/rig-lifecycle,
skills/process/systematic-debugging). A unique bare name (e.g. watchdog) also resolves; any
slash-bearing ref is an exact lookup and fails loud if it does not exist.rig context get skills/<namespace>/<name>:rig context get skills/core/rig-lifecycleThe router itself is available through both forms it teaches:
rig context get openrig-skills and rig context get skills/core/openrig-skills.
The content is served from the installed CLI, so what you load always matches your running version —
no path-guessing, no frozen-fork drift. (The daemon assembles the same bundle rig context preview
shows an operator — get is the agent-facing pull.)
Membership rule (
layout.skills[*].edges.length > 0): this index recommends skills from the public product edges. Optional procedures remain available throughrig context listwithout a recommendation here.
These are auto-delivered to every rig; their name+description are already in your context. Open the body when the "when" matches.
rig CLI command (send / queue / ps / whoami / scope / broadcast). The daily CLI surface.path#h2-slug or path#h2-slug/h3-slug outside the context-pack library.refocusing when a long-running seat may have lost the product outcome, crossed a major boundary, or compacted and needs a fresh path-based trace.agent-operated-software name; remove in 0.6.0.These ship in the OpenRig repo and reach a seat when its profile selects them. To use one, select it in your profile's uses.skills, or open it directly at packages/daemon/specs/agents/shared/skills/core/<skill>/SKILL.md.
rig context get skills/core/openrig-software-factory/SKILL.md.developing-openrig).cmux terminal provider.--host).Pod handbooks (load when you're in that pod):
Product-management craft (load when shaping/reviewing work):
General engineering skills OpenRig ships as vendored copies. Open when the task matches; they carry "modified by OpenRig" provenance.
Run rig context get help: the one help guide for your installed version, from symptom to next step, known problems,
and a useful report to the OpenRig team if you are still stuck. If rig won't run, read
daemon/docs/reference/help.md inside the installed @openrig/cli package, or https://www.openrig.dev/help/agents
(the same text).
If you're changing OpenRig's own source in a clone of the openrig repository, use that repository's
developing-openrig skill (in the checkout's .claude/skills/ or .agents/skills/). It maps the architecture, the
areas where a small change has a large effect, and which tests to run before a pull request.
This index covers the shipped surface. Your project, rig or machine may add its own skills and routers. Check the skills your working directory loads before concluding that something doesn't exist.
© mvschwarz, 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
Just SKILL.md in skills/_canonical/core/openrig-skills of mvschwarz/openrig.
Open the folder on GitHubat commit 4b48ca2
Openrig Skills 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 |
|---|---|---|---|---|---|---|
| Openrig Skills this skillmvschwarz/openrig | 6.6k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Trellis Session Insightmindfold-ai/Trellis | 15k | 4 repos | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| Native Data FetchingCherryHQ/cherry-studio-app | 4k | 6 repos | ~2.9k | Automated safety check: Notes | MIT | |
| Debugging Executionsn8n-io/n8n | 207k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Aoti Debugpytorch/pytorch | 104k | 1 repos | ~1.7k | Automated safety check: Pass | Custom licence | |
| Herdr Throwaway Reproductionherdrdev/herdr | 43k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 |
mindfold-ai/Trellis
Reach into past AI conversation history through the trellis mem CLI.
CherryHQ/cherry-studio-app
A skill your agent uses when implementing or debugging ANY network request, API call, or data fetching.
n8n-io/n8n
Debug failed or wrong-output workflow executions using executions tools.
pytorch/pytorch
Debug AOTInductor (AOTI) errors and crashes. An agent skill from pytorch/pytorch.
herdrdev/herdr
Runs a disposable, uniquely named Herdr session inside an existing one so runtime, pane, terminal or API bugs can be reproduced without touching the main session.
ultralisp/ultralisp
A skill your agent uses when encountering any bug, test failure, or unexpected behavior, before proposing fixes
mvschwarz/openrig
Walks an agent through upgrading the OpenRig CLI and daemon one observed step at a time, keeping live seats alive and reconciling managed plugin files.
mvschwarz/openrig
Re-grounds a long-running agent in the current product outcome by running a path-based trace to the root of its topology and work trees.
mvschwarz/openrig
Helps set up a continuing agent software team for a real repository with OpenRig, choosing between manual work, queue handoffs and an explicit Workflow.
mvschwarz/openrig
Separates a stable agent seat's identity from its changing occupant, and records honest, two-part provenance whenever one occupant replaces another.
mvschwarz/openrig
Loads one section of a Markdown file by its path#h2-slug address with a bundled resolver script, for use outside OpenRig's context library.
mvschwarz/openrig
Covers authoring, inspecting, refreshing, promoting and deprecating named Agent Starters, the reusable starting points for agent seats in a rig.
Categories
A skill your agent uses when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover, new-seat orientation, a watchdog wake, cross-host reach to an agent on…. Openrig Skills is an agent skill from mvschwarz/openrig. Use when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover, new-seat orientation, a watchdog wake, cross-host reach to an agent on another machine, rig packaging, an OpenRig upgrade, systematic debugging, queue triage, or implementation planning; also use when you don't know what applies or nothing is projected on cold boot.
Openrig Skills fits situations like: youre operating OpenRig and need the right skill; context for fleet recovery; new-seat orientation; A watchdog wake.
Run `npx skills add mvschwarz/openrig --skill openrig-skills -a claude-code`. Or copy the skill folder (skills/_canonical/core/openrig-skills in mvschwarz/openrig) into .claude/skills/openrig-skills in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mvschwarz/openrig --skill openrig-skills -a codex`. Or copy the skill folder (skills/_canonical/core/openrig-skills in mvschwarz/openrig) into .agents/skills/openrig-skills in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mvschwarz/openrig --skill openrig-skills -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openrig-skills, .gemini/skills/openrig-skills, .github/skills/openrig-skills and .opencode/skills/openrig-skills in your project.
SKILL.md names no scripts, command-line tools or credentials: Openrig Skills is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(rig:*).
SKILL.md names 1 domain. As links in the text: openrig.dev. This is read from the text; nothing was executed.
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.
Openrig Skills 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.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Openrig Skills: Trellis Session Insight (mindfold-ai/Trellis, 15k stars), Native Data Fetching (CherryHQ/cherry-studio-app, 4k stars), Debugging Executions (n8n-io/n8n, 207k stars) and Aoti Debug (pytorch/pytorch, 104k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mvschwarz (a GitHub user) maintains it in mvschwarz/openrig, which has 6,551 GitHub stars. The repository holds 49 skills in this directory. The repository was last updated on October 10, 2026.
Source: mvschwarz/openrig on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.