ops-observability
Self-hosted AI workspace where chat becomes visual workflows, multi-agent operations, and reviewable automations. Local memory; local or cloud models
Install / Use
npx skills add aaronnat23/disp8ch --skill ops-observabilityInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Our assessment of ops-observability
ops-observability scores 72/100 on our quality scale, 2623rd of 2,870 Automation skills we index.
Its SKILL.md is 366 bytes long, lightly structured (1 heading) and no code examples: very short, closer to a stub than a full skill.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- The repository was last updated 33 days ago, so ops-observability is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 80/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
ops-observability compared with similar skills
All 4 of these similar skills score higher than ops-observability; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ops-observability (this skill)by aaronnat23 | 72 | 0 | 33d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 91.8k | 20d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 85.8k | 1d ago | MCP Server |
| rufloby ruvnet | 100 | 73.9k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 13d ago | SKILL.md |
Frequently asked questions
- How do I install ops-observability?
- Run
npx skills add aaronnat23/disp8ch --skill ops-observability. The install tabs above show the steps for each supported agent. - Which AI agents does ops-observability work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is ops-observability safe to use?
- It declares no license and scores 80/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is ops-observability still maintained?
- The repository was last updated 33 days ago, so ops-observability is actively maintained.
Skill content
View source on GitHubOps Observability
Use telemetry, queue state, and runtime events before making claims about workflow health or stability.
- Check recent activity and execution lanes before declaring a workflow stuck.
- Summarize failures with event counts, affected workflows, and next verification steps.
- Prefer evidence from Activity, telemetry, and retries over guesswork.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.