Chaos Engineer
Jeffallan/claude-skills
Designs chaos experiments, failure injection and game days for distributed systems, with blast radius limits, rollback plans and written learnings.
SRE patterns for production service reliability: SLOs, error budgets, postmortems, and incident response.
Install Operating Production Services
$ npx skills add aiskillstore/marketplace --skill operating-production-services -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace operating-production-services --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/asmayaseen/operating-production-services .claude/skills/operating-production-services && 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 "operating-production-services" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-services into .claude/skills/operating-production-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operating-production-services", 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/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-servicesType 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 aiskillstore/marketplace --skill operating-production-services -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace operating-production-services --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/asmayaseen/operating-production-services .agents/skills/operating-production-services && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "operating-production-services" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-services into .agents/skills/operating-production-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operating-production-services", 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 aiskillstore/marketplace --skill operating-production-services -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace operating-production-services --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/asmayaseen/operating-production-services .cursor/skills/operating-production-services && 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 "operating-production-services" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-services into .cursor/skills/operating-production-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operating-production-services", 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/aiskillstore/marketplace.git --path skills/asmayaseen/operating-production-services--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 aiskillstore/marketplace --skill operating-production-services -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace operating-production-services --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/asmayaseen/operating-production-services .gemini/skills/operating-production-services && 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 "operating-production-services" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-services into .gemini/skills/operating-production-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operating-production-services", 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 aiskillstore/marketplace operating-production-servicesInstalls 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 aiskillstore/marketplace --skill operating-production-services -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/asmayaseen/operating-production-services .github/skills/operating-production-services && 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 "operating-production-services" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-services into .github/skills/operating-production-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operating-production-services", 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 aiskillstore/marketplace --skill operating-production-services -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace operating-production-services --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/asmayaseen/operating-production-services .opencode/skills/operating-production-services && 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 "operating-production-services" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/asmayaseen/operating-production-services into .opencode/skills/operating-production-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operating-production-services", 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
operating-production-services- GitHub stars
- 433
- Token cost
- ~1.2k tokens
- SKILL.md length
- 298 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
SRE patterns for production service reliability: SLOs, error budgets, postmortems, and incident response.
- Works in 5 steps: Opening (5 min) - Remind: "We're here to… → Timeline (15 min) - Walk through events… → Analysis (20 min) - What failed? Why?… → …
- Defining reliability targets
- SKILL.md covers Quick Reference, SLOs & Error Budgets, Postmortem Templates and Postmortem Meeting Guide, plus 3 more sections
- Runs Python scripts from its folder; calls python
What it does
Operating Production Services is an agent skill from aiskillstore/marketplace. SRE patterns for production service reliability: SLOs, error budgets, postmortems, and incident response. Use when defining reliability targets, writing postmortems, implementing SLO alerting, or establishing on-call practices. NOT for initial service development (use scaffolding skills instead).
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/slo-alerting.md`, `scripts/verify.py` and `skill-report.json`).
It sits in DevOps & Cloud, covering Site reliability engineering and Runbooks and postmortems. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Defining reliability targets
- Writing postmortems
- Implementing SLO alerting
- Establishing on-call practices
Example prompts
- “/operating-production-services”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Opening (5 min) - Remind: "We're here to learn, not blame"
- Timeline (15 min) - Walk through events chronologically
- Analysis (20 min) - What failed? Why? What allowed it?
- Action Items (15 min) - Prioritize, assign owners, set dates
- Closing (5 min) - Summarize learnings, confirm owners
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. 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/ (Python), which the agent can run.
Shell commands in SKILL.md call:
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
Operating Production Services loads about 1.2k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 82 tokens; SKILL.md has 298 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 298 words (~1,235 tokens).
“Production reliability patterns: measure what matters, learn from failures, improve systematically.”
- name
- operating-production-services
Files
SKILL.md and 3 other files (scripts, references) in skills/asmayaseen/operating-production-services of aiskillstore/marketplace.
- SKILL.md
- references/slo-alerting.md
- scripts/verify.py
- skill-report.json
Open the folder on GitHubat commit 44923f3
Compare with similar skills
Operating Production Services 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 |
|---|---|---|---|---|---|---|
| Operating Production Services this skillaiskillstore/marketplace | 433 | — | ~1.2k | Automated safety check: Pass | None | |
| Chaos EngineerJeffallan/claude-skills | 12k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Error HandlerEliasOulkadi/shokunin | 114 | — | ~3.6k | Automated safety check: Notes | MIT | |
| SRE EngineerJeffallan/claude-skills | 12k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Incident ResponderDokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI | 508 | — | ~706 | Automated safety check: Pass | Custom licence | |
| Mint Enrollfullsend-ai/fullsend | 149 | — | ~3.6k | Automated safety check: Notes | Apache-2.0 |
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Related
Categories
Questions about Operating Production Services
What does Operating Production Services do?
SRE patterns for production service reliability: SLOs, error budgets, postmortems, and incident response. Operating Production Services is an agent skill from aiskillstore/marketplace. SRE patterns for production service reliability: SLOs, error budgets, postmortems, and incident response.
When should I use Operating Production Services?
Operating Production Services fits situations like: defining reliability targets; writing postmortems; implementing SLO alerting; establishing on-call practices.
How do I install Operating Production Services in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill operating-production-services -a claude-code`. Or copy the skill folder (skills/asmayaseen/operating-production-services in aiskillstore/marketplace) into .claude/skills/operating-production-services in your project. Claude Code loads it when a task matches its description.
How do I install Operating Production Services in Codex?
Run `npx skills add aiskillstore/marketplace --skill operating-production-services -a codex`. Or copy the skill folder (skills/asmayaseen/operating-production-services in aiskillstore/marketplace) into .agents/skills/operating-production-services in your project. Codex loads it when a task matches its description.
Can I use Operating Production Services 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 aiskillstore/marketplace --skill operating-production-services -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/operating-production-services, .gemini/skills/operating-production-services, .github/skills/operating-production-services and .opencode/skills/operating-production-services in your project.
What does Operating Production Services need to run?
Going by SKILL.md and its folder, Operating Production Services needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Operating Production Services 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 Operating Production Services 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 Operating Production Services use?
No licence was found for Operating Production Services or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Operating Production Services use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 1.5k tokens, read only when the agent opens those files.
What are the alternatives to Operating Production Services?
Skills that share tags, products or a category with Operating Production Services: Chaos Engineer (Jeffallan/claude-skills, 12k stars), Error Handler (EliasOulkadi/shokunin, 114 stars), SRE Engineer (Jeffallan/claude-skills, 12k stars) and Incident Responder (Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI, 508 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Operating Production Services?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.