Langchain Incident Runbook
jeremylongshore/tons-of-skills-marketplace
Triage LangChain 1.0 / LangGraph 1.0 production incidents — LLM-specific SLOs, provider outage runbook, latency spike decision tree, cost-overrun response, agent loop containment.
Authoring playbook for building agents that automate recurring internal tasks — running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or…
Install Ops Automation Agent
$ npx skills add mastra-ai/mastra --skill ops-automation-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mastra-ai/mastra ops-automation-agent --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/mastra-ai/mastra.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/editor/src/ee/workspace/skills/ops-automation-agent .claude/skills/ops-automation-agent && 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 "ops-automation-agent" agent skill from https://github.com/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agent into .claude/skills/ops-automation-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ops-automation-agent", 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/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agentType 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 mastra-ai/mastra --skill ops-automation-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mastra-ai/mastra ops-automation-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mastra-ai/mastra.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/editor/src/ee/workspace/skills/ops-automation-agent .agents/skills/ops-automation-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ops-automation-agent" agent skill from https://github.com/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agent into .agents/skills/ops-automation-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ops-automation-agent", 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 mastra-ai/mastra --skill ops-automation-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mastra-ai/mastra ops-automation-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mastra-ai/mastra.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/editor/src/ee/workspace/skills/ops-automation-agent .cursor/skills/ops-automation-agent && 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 "ops-automation-agent" agent skill from https://github.com/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agent into .cursor/skills/ops-automation-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ops-automation-agent", 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/mastra-ai/mastra.git --path packages/editor/src/ee/workspace/skills/ops-automation-agent--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 mastra-ai/mastra --skill ops-automation-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mastra-ai/mastra ops-automation-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mastra-ai/mastra.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/editor/src/ee/workspace/skills/ops-automation-agent .gemini/skills/ops-automation-agent && 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 "ops-automation-agent" agent skill from https://github.com/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agent into .gemini/skills/ops-automation-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ops-automation-agent", 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 mastra-ai/mastra ops-automation-agentInstalls 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 mastra-ai/mastra --skill ops-automation-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mastra-ai/mastra.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/editor/src/ee/workspace/skills/ops-automation-agent .github/skills/ops-automation-agent && 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 "ops-automation-agent" agent skill from https://github.com/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agent into .github/skills/ops-automation-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ops-automation-agent", 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 mastra-ai/mastra --skill ops-automation-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mastra-ai/mastra ops-automation-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mastra-ai/mastra.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/editor/src/ee/workspace/skills/ops-automation-agent .opencode/skills/ops-automation-agent && 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 "ops-automation-agent" agent skill from https://github.com/mastra-ai/mastra/tree/main/packages/editor/src/ee/workspace/skills/ops-automation-agent into .opencode/skills/ops-automation-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ops-automation-agent", 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
ops-automation-agent- GitHub stars
- 29k
- Token cost
- ~1.9k tokens
- SKILL.md length
- 489 words
- Files
- 1
- Skills in repo
- 44
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Authoring playbook for building agents that automate recurring internal tasks — running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or…
- Works in 3 steps: The specific integration tool for the… → A workflow / scheduler if the agent runs… → A logging / observability tool if…
- Wants an agent that runs on a schedule
- SKILL.md covers When to use, Agent identity template, Safety boundary and System prompt template, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ops Automation Agent is an agent skill from mastra-ai/mastra. Authoring playbook for building agents that automate recurring internal tasks — running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or executing operational runbooks. Use this when the user wants an agent that runs on a schedule, reacts to events, automates a process, syncs between tools, or handles ops/internal infrastructure.
Its SKILL.md is about 1.9k 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 DevOps & Cloud, covering Runbooks and postmortems and Building AI agents. It works with Slack. The repository describes itself as: Mastra is the modern TypeScript framework for AI-powered applications and agents.
When your agent uses it
- Wants an agent that runs on a schedule
- Reacts to events
- Automates a process
- Syncs between tools
Example prompts
- “/ops-automation-agent”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- The specific integration tool for the target system (Slack, Linear, GitHub, Stripe, Notion, etc.). One per agent unless the agent's whole…
- A workflow / scheduler if the agent runs on a cadence.
- A logging / observability tool if available.
What it can do on your machine
Read from SKILL.md and the folder at commit b98829a. 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
Ops Automation Agent loads about 1.9k tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 489 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 489 words (~1,885 tokens).
“Pick this playbook when the user mentions: automate, schedule, daily, weekly, recurring, cron, webhook, sync, integrate, pipeline, runbook, notification, alert, on-call, Slack/Teams post, "every time X happens", or any operational workflow.”
- name
- ops-automation-agent
Files
Just SKILL.md in packages/editor/src/ee/workspace/skills/ops-automation-agent of mastra-ai/mastra.
Open the folder on GitHubat commit b98829a
Compare with similar skills
Ops Automation Agent 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 |
|---|---|---|---|---|---|---|
| Ops Automation Agent this skillmastra-ai/mastra | 29k | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Langchain Incident Runbookjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Doc Managerluongnv89/skills | 131 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Vercel Incident Runbookjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2k | Automated safety check: Pass | MIT | |
| Runbook GenEliasOulkadi/shokunin | 114 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Setup Workshopbrevdev/workshop-build-an-agent | 146 | — | ~2.3k | Automated safety check: Notes | Apache-2.0 |
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Questions about Ops Automation Agent
What does Ops Automation Agent do?
Authoring playbook for building agents that automate recurring internal tasks — running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or…. Ops Automation Agent is an agent skill from mastra-ai/mastra. Authoring playbook for building agents that automate recurring internal tasks — running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or executing operational runbooks.
When should I use Ops Automation Agent?
Ops Automation Agent fits situations like: wants an agent that runs on a schedule; reacts to events; automates a process; syncs between tools.
How do I install Ops Automation Agent in Claude Code?
Run `npx skills add mastra-ai/mastra --skill ops-automation-agent -a claude-code`. Or copy the skill folder (packages/editor/src/ee/workspace/skills/ops-automation-agent in mastra-ai/mastra) into .claude/skills/ops-automation-agent in your project. Claude Code loads it when a task matches its description.
How do I install Ops Automation Agent in Codex?
Run `npx skills add mastra-ai/mastra --skill ops-automation-agent -a codex`. Or copy the skill folder (packages/editor/src/ee/workspace/skills/ops-automation-agent in mastra-ai/mastra) into .agents/skills/ops-automation-agent in your project. Codex loads it when a task matches its description.
Can I use Ops Automation Agent 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 mastra-ai/mastra --skill ops-automation-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ops-automation-agent, .gemini/skills/ops-automation-agent, .github/skills/ops-automation-agent and .opencode/skills/ops-automation-agent in your project.
What does Ops Automation Agent need to run?
SKILL.md names no scripts, command-line tools or credentials: Ops Automation Agent is instructions for the agent only.
Does Ops Automation Agent 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 Ops Automation Agent 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 Ops Automation Agent use?
Ops Automation Agent has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Ops Automation Agent use?
About 1.9k tokens (SKILL.md is roughly 7.5k 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 Ops Automation Agent?
Skills that share tags, products or a category with Ops Automation Agent: Langchain Incident Runbook (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Doc Manager (luongnv89/skills, 131 stars), Vercel Incident Runbook (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Runbook Gen (EliasOulkadi/shokunin, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ops Automation Agent?
mastra-ai (a GitHub organization) maintains it in mastra-ai/mastra, which has 28,698 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on October 11, 2026.
Source: mastra-ai/mastra on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.