Agent skill

Work Operating Model

by NateBJones-Projects in NateBJones-Projects/OB1

Conversation-first workflow for turning tacit work patterns into a structured operating model.

Custom licenceAuto-check passedKnowledge Management

Install Work Operating Model

skills CLI
$ npx skills add NateBJones-Projects/OB1 --skill work-operating-model -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install NateBJones-Projects/OB1 work-operating-model --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/NateBJones-Projects/OB1.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/work-operating-model .claude/skills/work-operating-model && rm -rf skills-src

Use ~/.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/

Facts

Skill name
work-operating-model
GitHub stars
4.7k
Token cost
~2.2k tokens
SKILL.md length
1,098 words
Files
3
Skills in repo
24
Repo updated
First seen
Licence
Custom licence

At a glance

Conversation-first workflow for turning tacit work patterns into a structured operating model.

  • Works in 9 steps: Session Start → Layer Interview → Final Review → …
  • The user wants to map how their work actually runs
  • SKILL.md covers Purpose, Required Tools, Non-Negotiable Rules and Workflow, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Work Operating Model is an agent skill from NateBJones-Projects/OB1. Conversation-first workflow for turning tacit work patterns into a structured operating model. Use when the user wants to map how their work actually runs, generate USER.md / SOUL.md / HEARTBEAT.md artifacts, or build an agent-ready model of rhythms, recurring decisions, dependencies, institutional knowledge, and friction. Requires base Open Brain search/capture tools plus the paired Work Operating Model recipe MCP tools.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `README.md` and `metadata.json`).

It sits in Knowledge Management, covering Knowledge bases, Building AI agents and MCP servers. The repository describes itself as: Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.

When your agent uses it

  • The user wants to map how their work actually runs
  • Generate USER.md / SOUL.md / HEARTBEAT.md artifacts
  • Build an agent-ready model of rhythms
  • Recurring decisions

Example prompts

  • “/work-operating-model”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Session Start
  2. Layer Interview
  3. Final Review
  4. Export Generation
  5. Operating Rhythms
  6. Recurring Decisions
  7. Dependencies
  8. Institutional Knowledge
  9. Friction

What it can do on your machine

Read from SKILL.md and the folder at commit 238df6c. 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

Work Operating Model loads about 2.2k tokens when it runs. Until then it costs about 112 tokens; SKILL.md has 1,098 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~112
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,098 words (~2,182 tokens).

“The first job is not to automate the user. It is to help them see and describe how their work actually runs.”

— opening of SKILL.md by NateBJones-Projects, Custom licence
name
work-operating-model
author
Jonathan Edwards
version
1.0.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in skills/work-operating-model of NateBJones-Projects/OB1.

  • SKILL.md
  • README.md
  • metadata.json

Open the folder on GitHubat commit 238df6c

Compare with similar skills

Work Operating Model 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.

Work Operating Model compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Work Operating Model this skillNateBJones-Projects/OB14.7k—~2.2kAutomated safety check: PassCustom licence
Arkon Editnduckmink/arkon1.5k—~1.6kAutomated safety check: PassCustom licence
Arkon Querynduckmink/arkon1.5k—~1kAutomated safety check: PassCustom licence
Arkon Reviewnduckmink/arkon1.5k—~1.3kAutomated safety check: PassCustom licence
Kb Guide0xranx/golembot323—~612Automated safety check: PassMIT
Agentsmendixlabs/mxcli1281 repos~2.2kAutomated safety check: PassApache-2.0

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Questions about Work Operating Model

What does Work Operating Model do?

Conversation-first workflow for turning tacit work patterns into a structured operating model. Work Operating Model is an agent skill from NateBJones-Projects/OB1. Conversation-first workflow for turning tacit work patterns into a structured operating model.

When should I use Work Operating Model?

Work Operating Model fits situations like: the user wants to map how their work actually runs; generate USER.md / SOUL.md / HEARTBEAT.md artifacts; build an agent-ready model of rhythms; recurring decisions.

How do I install Work Operating Model in Claude Code?

Run `npx skills add NateBJones-Projects/OB1 --skill work-operating-model -a claude-code`. Or copy the skill folder (skills/work-operating-model in NateBJones-Projects/OB1) into .claude/skills/work-operating-model in your project. Claude Code loads it when a task matches its description.

How do I install Work Operating Model in Codex?

Run `npx skills add NateBJones-Projects/OB1 --skill work-operating-model -a codex`. Or copy the skill folder (skills/work-operating-model in NateBJones-Projects/OB1) into .agents/skills/work-operating-model in your project. Codex loads it when a task matches its description.

Can I use Work Operating Model 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 NateBJones-Projects/OB1 --skill work-operating-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/work-operating-model, .gemini/skills/work-operating-model, .github/skills/work-operating-model and .opencode/skills/work-operating-model in your project.

What does Work Operating Model need to run?

SKILL.md names no scripts, command-line tools or credentials: Work Operating Model is instructions for the agent only.

Does Work Operating Model 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 Work Operating Model 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 Work Operating Model use?

Work Operating Model has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Work Operating Model use?

About 2.2k tokens (SKILL.md is roughly 8.7k 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 Work Operating Model?

Skills that share tags, products or a category with Work Operating Model: Arkon Edit (nduckmink/arkon, 1.5k stars), Arkon Query (nduckmink/arkon, 1.5k stars), Arkon Review (nduckmink/arkon, 1.5k stars) and Kb Guide (0xranx/golembot, 323 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Work Operating Model?

NateBJones-Projects (a GitHub organization) maintains it in NateBJones-Projects/OB1, which has 4,696 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 7, 2026.

Source: NateBJones-Projects/OB1 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.