operational-state SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
operational-state from pitimon/8-habit-ai-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pitimon/8-habit-ai-dev/operational-state@git:20260914.5d5e0e3Pins git:20260914.5d5e0e3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pitimon/8-habit-ai-dev
- Path
skills/operational-state/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260914.5d5e0e3, committed Sep 14, 2026
- First version recorded
- Jun 6, 2026
- Size
- 7,590 bytes
- Repository stars
- 3
- License
- MIT
Classify operational findings before action: Watch, Fix Candidate, Active Incident, Resolved, Handoff, Known Accepted Issue, False Positive, or Self-Resolved. Use when an infra/app/alert finding is not simply "fix" or "done", especially when recovered-but-recurring signals, Running-but-unhealthy workloads, ownership handoffs, or accepted known issues need explicit evidence and closure criteria. Read-only guidance; maps state to required evidence, allowed/prohibited actions, approval gates…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Operational State **Habits**: H1 (Be Proactive) + H5 (Seek First to Understand) + H8 (Find Your Voice) | **Anti-pattern**: treating every operational signal as either "fix now" or "close" ## When to Use - An alert, daily-fix item, health check, or ops finding needs classification before action. - The system is currently healthy but the signal recurs or could become noisy. - A pod/service says Running, but a mount path, dependency, endpoint, or user-visible check is unhealthy. - Ownership is unclear and the next step may be AppDev, Registry, vendor, or another team handoff. - A known issue should stay visible without counting as an active incident. - You need to distinguish report hygiene from a cluster/service mutation. Use this before `/deploy-guide` for operational mutations, before `/post-mortem` for fixed incidents, and before `/management-talk` when leadership needs state wording. ## When to Skip - The finding already has a validated root cause, approved fix, rollback plan, and current impact; go to `/deploy-guide` or `/post-mortem`. - The work is only a wording/status update with no operational ambiguity. …
Read the whole file at its exact version.
How to install
mdr add pitimon/8-habit-ai-dev/operational-state@sha256:cc4fe9ffb60ceb96The line at the top of this page pins the label git:20260914.5d5e0e3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mh666xcejpko3apk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 6, 2026 and Sep 14, 2026, about one every 50 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.5d5e0e3 latest | 2026-09-14 | 5d5e0e3 | 7,590 B | A | view · diff |
| git:20260912.910e521 | 2026-09-12 | 910e521 | 7,508 B | A | view · diff |
| git:20260606.685a305 | 2026-06-06 | 685a305 | 7,344 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7590 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pitimon/8-habit-ai-dev · 3 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mh666xcejpko3apk GET https://markdownregistry.com/api/v1/resolve?ref=pitimon/8-habit-ai-dev/operational-state GET https://markdownregistry.com/api/v1/blob/cc4fe9ffb60ceb96a03684766d026740e53513a77e64b0e1c48aaf532ef46587
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from pitimon/8-habit-ai-dev
Every file in pitimon/8-habit-ai-dev