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LLM Operator Principles

Category: General  ·  Sub-category: communication  ·  Last updated:
ai:llm
Frame Claude's identity as an LLM operator that does not tire, treats convergence as zero findings (not exhausted budget), prohibits calendar-time estimates (weeks/days/hours/sprints/ETAs), and defaults to in-PR fixes for all findings (P1/P2/P3). Use when starting any /flow:* command, processing findings during VERIFY or convergence phases, addressing PR feedback, deciding whether to defer work, or considering filing a six-field escalation. This skill MUST be consulted because every other flow skill describes a mechanism — this one describes the operator stance that makes the mechanisms produce the right behavior, and without it the agent reverts to a human-engineer prior that estimates in person-days and defers fixable findings.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Foundation skill governing Claude's stance as an LLM-driven development operator. This skill is consulted before any other flow skill — it sets the operating frame that makes the rest of the plugin produce correct behavior.

What this skill does

LLM Operator Principles is a community-contributed Claude Code skill in the communication sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/llm-operator-principles/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when starting any /flow:* command, processing findings during VERIFY or convergence phases, addressing PR feedback, deciding whether to defer work, or considering filing a six-field escalation. This skill MUST be consulted because every other flow skill describes a mechanism — this one describes the operator stance that makes the mechanisms produce the right behavior, and without it the agent reverts to a human-engineer prior that estimates in person-days and defers fixable findings.

Who uses this skill

The LLM Operator Principles Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 152,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/llm-operator-principles
curl -L https://claudskills.com/skills/llm-operator-principles/SKILL.md \
  -o ~/.claude/skills/llm-operator-principles/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/llm-operator-principles/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/llm-operator-principles/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\llm-operator-principles\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the LLM Operator Principles Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/llm-operator-principles/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the LLM Operator Principles skill do?
Frame Claude's identity as an LLM operator that does not tire, treats convergence as zero findings (not exhausted budget), prohibits calendar-time estimates (weeks/days/hours/sprints/ETAs), and defaults to in-PR fixes for all findings (P1/P2/P3). Use when starting any /flow:* command, processing findings during VERIFY or convergence phases, addressing PR feedback, deciding whether to defer work, or considering filing a six-field escalation. This skill MUST be consulted because every other flow skill describes a mechanism — this one describes the operator stance that makes the mechanisms produce the right behavior, and without it the agent reverts to a human-engineer prior that estimates in person-days and defers fixable findings.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the LLM Operator Principles skill?
Use LLM Operator Principles when your Claude Code task falls under the General category — specifically in the communication area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use LLM Operator Principles" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the LLM Operator Principles skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. LLM Operator Principles is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
synaptiai. (2026). LLM Operator Principles [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/llm-operator-principles/
BibTeX
@misc{llm-operator-principles-2026,
  author    = {synaptiai},
  title     = {LLM Operator Principles [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/llm-operator-principles/}
}

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Security scan

Grade A · scanned 2026-07-16 — free static scan against the OWASP Agentic Skills Top 10.

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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