Inference Autopilot
rednote-machine-learning/Inference-autopilot
Analyze, benchmark, diagnose, and optimize large-model inference deployments from hardware inventory, model details, workload traces, and latency or throughput SLOs.
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices.
Install Observability Monitoring Slo Implement
$ npx skills add aiskillstore/marketplace --skill observability-monitoring-slo-implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace observability-monitoring-slo-implement --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/sickn33/observability-monitoring-slo-implement .claude/skills/observability-monitoring-slo-implement && 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 "observability-monitoring-slo-implement" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/observability-monitoring-slo-implement into .claude/skills/observability-monitoring-slo-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "observability-monitoring-slo-implement", 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/sickn33/observability-monitoring-slo-implementType 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 observability-monitoring-slo-implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace observability-monitoring-slo-implement --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/sickn33/observability-monitoring-slo-implement .agents/skills/observability-monitoring-slo-implement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "observability-monitoring-slo-implement" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/observability-monitoring-slo-implement into .agents/skills/observability-monitoring-slo-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "observability-monitoring-slo-implement", 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 observability-monitoring-slo-implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace observability-monitoring-slo-implement --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/sickn33/observability-monitoring-slo-implement .cursor/skills/observability-monitoring-slo-implement && 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 "observability-monitoring-slo-implement" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/observability-monitoring-slo-implement into .cursor/skills/observability-monitoring-slo-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "observability-monitoring-slo-implement", 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/sickn33/observability-monitoring-slo-implement--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 observability-monitoring-slo-implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace observability-monitoring-slo-implement --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/sickn33/observability-monitoring-slo-implement .gemini/skills/observability-monitoring-slo-implement && 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 "observability-monitoring-slo-implement" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/observability-monitoring-slo-implement into .gemini/skills/observability-monitoring-slo-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "observability-monitoring-slo-implement", 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 observability-monitoring-slo-implementInstalls 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 observability-monitoring-slo-implement -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/sickn33/observability-monitoring-slo-implement .github/skills/observability-monitoring-slo-implement && 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 "observability-monitoring-slo-implement" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/observability-monitoring-slo-implement into .github/skills/observability-monitoring-slo-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "observability-monitoring-slo-implement", 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 observability-monitoring-slo-implement -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 observability-monitoring-slo-implement --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/sickn33/observability-monitoring-slo-implement .opencode/skills/observability-monitoring-slo-implement && 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 "observability-monitoring-slo-implement" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/observability-monitoring-slo-implement into .opencode/skills/observability-monitoring-slo-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "observability-monitoring-slo-implement", 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
observability-monitoring-slo-implement- GitHub stars
- 433
- Used in
- 7 other repos
- Token cost
- ~566 tokens
- SKILL.md length
- 231 words
- Files
- 3
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices.
- Tasks that involve Site reliability engineering
- SKILL.md covers Use this skill when, Do not use this skill when, Context and Requirements, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Observability Monitoring Slo Implement is an agent skill from aiskillstore/marketplace. You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `resources/implementation-playbook.md` and `skill-report.json`).
It sits in DevOps & Cloud, covering Site reliability engineering. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Site reliability engineering
Example prompts
- “/observability-monitoring-slo-implement”
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
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
Observability Monitoring Slo Implement loads about 566 tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 231 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 231 words (~566 tokens).
“You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.”
- name
- observability-monitoring-slo-implement
- risk
- critical
- source
- community
- date_added
- 2026-02-27
Files
SKILL.md and 2 other files in skills/sickn33/observability-monitoring-slo-implement of aiskillstore/marketplace.
- SKILL.md
- resources/implementation-playbook.md
- skill-report.json
Open the folder on GitHubat commit 44923f3
Used in 7 other repositories
We found 16 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- sickn33/agentic-awesome-skillsskills/observability-monitoring-slo-implementplugins/agentic-awesome-skills/skills/observability-monitoring-slo-implement+1 more
- rmyndharis/antigravity-skillsskills/observability-monitoring-slo-implement
- Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.agent/skills/observability-monitoring-slo-implement
- agent-skills-hub/agent-skills-hubskills/observability-monitoring-slo-implement
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/observability-monitoring-slo-implementantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/observability-monitoring-slo-implement+1 more
- benjaminasterA/antigravity-awesome-skillsskills/observability-monitoring-slo-implement
- henryalouf/ruflow.agents/skills/observability-monitoring-slo-implement.agents/skills/antigravity-awesome-skills/skills/observability-monitoring-slo-implement+4 more
Compare with similar skills
Observability Monitoring Slo Implement 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 |
|---|---|---|---|---|---|---|
| Observability Monitoring Slo Implement this skillaiskillstore/marketplace | 433 | 7 repos | ~566 | Automated safety check: Pass | None | |
| Inference Autopilotrednote-machine-learning/Inference-autopilot | 144 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | |
| Executing Distributed System Testsshenli/distributed-system-testing | 231 | — | ~5.1k | Automated safety check: Notes | MIT | |
| Alerting Irmgrafana/skills | 282 | 1 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Slo Implementationwshobson/agents | 40k | 11 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Agentforce D360 Analyzeforcedotcom/sf-skills | 1.1k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Observability Monitoring Slo Implement
What does Observability Monitoring Slo Implement do?
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Observability Monitoring Slo Implement is an agent skill from aiskillstore/marketplace. You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices.
When should I use Observability Monitoring Slo Implement?
Observability Monitoring Slo Implement fits situations like: tasks that involve Site reliability engineering.
How do I install Observability Monitoring Slo Implement in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill observability-monitoring-slo-implement -a claude-code`. Or copy the skill folder (skills/sickn33/observability-monitoring-slo-implement in aiskillstore/marketplace) into .claude/skills/observability-monitoring-slo-implement in your project. Claude Code loads it when a task matches its description.
How do I install Observability Monitoring Slo Implement in Codex?
Run `npx skills add aiskillstore/marketplace --skill observability-monitoring-slo-implement -a codex`. Or copy the skill folder (skills/sickn33/observability-monitoring-slo-implement in aiskillstore/marketplace) into .agents/skills/observability-monitoring-slo-implement in your project. Codex loads it when a task matches its description.
Can I use Observability Monitoring Slo Implement 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 observability-monitoring-slo-implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/observability-monitoring-slo-implement, .gemini/skills/observability-monitoring-slo-implement, .github/skills/observability-monitoring-slo-implement and .opencode/skills/observability-monitoring-slo-implement in your project.
What does Observability Monitoring Slo Implement need to run?
SKILL.md names no scripts, command-line tools or credentials: Observability Monitoring Slo Implement is instructions for the agent only.
Does Observability Monitoring Slo Implement 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 Observability Monitoring Slo Implement 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 Observability Monitoring Slo Implement use?
No licence was found for Observability Monitoring Slo Implement or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Observability Monitoring Slo Implement use?
About 566 tokens (SKILL.md is roughly 2.3k 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 Observability Monitoring Slo Implement?
Skills that share tags, products or a category with Observability Monitoring Slo Implement: Inference Autopilot (rednote-machine-learning/Inference-autopilot, 144 stars), Executing Distributed System Tests (shenli/distributed-system-testing, 231 stars), Alerting Irm (grafana/skills, 282 stars) and Slo Implementation (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Observability Monitoring Slo Implement?
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.