Observer

by magnus919

Observer is an AI Engineering skill for Claude Code, published by magnus919 in agent-skills.

10 stars0 forkson magnus919/agent-skillsAdded 2026/07/18+67% in starsRepository updated 2026/07/18

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Install in seconds

Install Observer

Copy Observer into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/magnus919/agent-skills/tree/main/bundles/workflow-architect/skills/observer ~/.claude/skills/observer

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/magnus919/agent-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: bundles/workflow-architect/skills/observer/SKILL.md in magnus919/agent-skills
Installs to: ~/.claude/skills/observer
Collection: One of 33 skills cataloged from this repository
Category: AI Engineering — 3670 skills

What Observer does

A passive observation sub-skill that scans session history to infer workflow patterns when triggered. It detects entry patterns, phases, branching, tools, pain points, and exit behavior, producing a structured workflow model for bundle generation.

Observer is cataloged under AI Engineering on DirSkills. Observer comes from a repository tagged agent-skills, agentskills, ai-agents, automation and llm.

Documentation

README

Excerpt

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

The observer loads silently via /workflow-architect passive
It does nothing until a trigger phrase is detected
On trigger, it scans the current session's message history using a structured inference prompt
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"

This is the opening of the README. Read the full README on GitHub.

Commands Observer provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/workflow-architect

Frequently asked about Observer

What else does magnus919 publish alongside Observer?
Observer is one of 33 skills that DirSkills catalogs from magnus919/agent-skills, the repository it ships in. Its siblings there include ADR Authoring, API Design and Evolution and ARR CLI. Each one is a separate skill with its own page in this directory, installs the same way Observer does, and is maintained by magnus919 in that same repository. The rest of the collection is listed on the magnus919/agent-skills page.
How does Observer compare to other AI Engineering skills?
Observer ranks #3666 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Observer against them. Open each page to compare what they document and how they install.