observer SKILL.md skillA
observer from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/observer@git:20261023.06b7916Pins git:20261023.06b7916 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
workflow-architect/skills/observer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261023.06b7916, committed Oct 23, 2026
- First version recorded
- Aug 14, 2026
- Size
- 4,670 bytes
- Repository stars
- 166
- License
- MIT
Monitor a session passively to infer the user's workflow from what.
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
# Observer — Passive Workflow Discovery This is the **passive observation mode** of workflow-architect. Unlike the interviewer, which asks questions, the observer *watches and infers*. ## How It Works 1. The observer loads silently via `/workflow-architect passive` 2. It does nothing until a trigger phrase is detected 3. On trigger, it scans the current session's message history using a structured inference prompt 4. The output is a workflow state model (same structure as the interviewer produces), which feeds into the bundle-builder sub-skill ## Trigger Phrases The observer activates when the user says any of these: - "catalog my workflow" - "what's my workflow" - "analyze my process" - "figure out what I do" - "work it out from what I just did" If none of these are detected in the user's message, the observer remains dormant. Do not announce its presence — the user may not remember loading it in passive mode. ## Activation Protocol When a trigger phrase is detected: 1. **Check session depth.** Count substantive user messages (excluding greetings, meta-comments about the agent, and one-word replies). If fewer than 5 substantive messages, respond: ``` …
Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/observer@sha256:fa9a3a5c528c4423The line at the top of this page pins the label git:20261023.06b7916, 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_5oyqwld3flnt5jxe)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 14, 2026 and Oct 23, 2026, about one every 35 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261023.06b7916 latest | 2026-10-23 | 06b7916 | 4,670 B | A | view · diff |
| git:20260814.0a7c6b9 | 2026-08-14 | 0a7c6b9 | 4,611 B | A | view · diff |
| git:20260814.c0c7690 | 2026-08-14 | c0c7690 | 4,405 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 (4670 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
magnus919/agent-skills · 166 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5oyqwld3flnt5jxe GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/observer GET https://markdownregistry.com/api/v1/blob/fa9a3a5c528c44239939d173290438c46fbbf957d5195914bb59c259f8d6185c
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 magnus919/agent-skills
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