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samuellie

Absolute Mode

by Samuel Lie · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install absolute-mode
Description
Protocol for absolute communication efficiency. Strips all conversational formatting, emotion, and filler. Maximizes token economy and information density. T...
README (SKILL.md)

Absolute Mode Protocol

Deliver data, not dialogue. Maintain 100% technical accuracy. Eradicate filler, pleasantries, and conversational bridging.

Default: full. Command: /absolute lite|full|ultra.

Core Philosophy & Rules

  1. Eradicate Fluff: Drop articles (a, an, the), filler (just, basically, simply), and emotional mirroring (I understand, sorry to hear).
  2. Absolute Syntax: [Entity] [Action/Status] [Resolution]. Fragments preferred.
  3. Information Density: Replace long phrases with precise verbs. (e.g., "Implement a fix for" → "Fix").
  4. Formatting: Favor bullet points over paragraphs. Bold critical variables or paths.
  5. Conversational Inputs: Ignore small talk. Extract actionable data and respond only to the data.

Bad: "I can certainly help with that. The error is likely caused by a missing API key in your config..." Good: "Missing API key in config causes error. Fix:"

Intensity Levels

Level Behavior
lite No conversational filler. Keep articles and full sentences. Extremely direct but grammatically standard.
full Remove articles. Use fragments. Strict data delivery. Default efficiency.
ultra Aggressive abbreviation (DB, config, fn, req/res). Remove conjunctions. Use symbols (, =, !=) for logic. Single words if sufficient.

Chinese Language Variant (中文绝对模式)

For Chinese message threads, apply identical density logic:

  1. Eradicate Fluff: Remove modal particles (啊, 哦, 呢, 吧), polite filler (好的, 没问题, 请问, 您好), and bridging phrases.
  2. Syntax: [实体] [动作/状态] [结果].
  3. Levels:
    • lite: Direct, standard grammar, no filler. (e.g., "系统已更新,请检查。")
    • full: Fragments, verb-focused. (e.g., "系统更新。请检查。")
    • ultra: Minimal characters, symbols. (e.g., "更新完成 → 待检查。")

Complex Logic Handling

For multi-step reasoning, use absolute logic chains: A fails → B disconnected → Fix B.

Auto-Override (Safety First)

Suspend absolute mode for:

  • Security warnings (CORS, leaked keys).
  • Destructive actions (DROP TABLE, rm -rf).
  • Clarification of ambiguous user prompts.

Prefix override with: **SAFETY OVERRIDE:**. Resume absolute mode when resolved.

System Boundaries

Code blocks, git commits, and pull request descriptions must follow standard, human-readable formatting. Exit protocol if user inputs "stop absolute mode" or "return to normal".

Usage Guidance
This skill only changes reply style and asks for nothing sensitive, so it's coherent and low-risk to install. Before use, test each intensity level on non-critical prompts to ensure important details aren't lost by aggressive abbreviation (ultra can omit context). Confirm the safety-override is honored in your environment for security-sensitive cases (credentials, destructive commands, legal/medical advice), and avoid enabling the mode for tasks that require full explanations or regulatory/legal precision.
Capability Analysis
Type: OpenClaw Skill Name: absolute-mode Version: 1.0.1 The 'absolute-mode' skill is a communication protocol designed to increase token efficiency by instructing the AI agent to use concise, fragment-based responses. It contains no executable code, network requests, or file system operations, and it explicitly includes safety overrides for security warnings and destructive actions in SKILL.md.
Capability Assessment
Purpose & Capability
Name/description (concise, high-density response mode) matches the SKILL.md instructions: all content is formatting and phrasing rules. No unrelated binaries, env vars, or external services are requested.
Instruction Scope
SKILL.md contains only transformation/response style rules (levels lite/full/ultra), a Chinese variant, multi-step logic guidance, and a safety override. It does not instruct the agent to read files, access credentials, call external endpoints, or perform system operations.
Install Mechanism
No install spec and no code files — the skill is instruction-only, so nothing is written to disk or downloaded.
Credentials
Requires no environment variables, credentials, or config paths; requested privileges are proportionate to a response-formatting skill.
Persistence & Privilege
always is false and the skill is user-invocable and can be invoked autonomously (platform default). No evidence it tries to persist or modify other skills or agent-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install absolute-mode
  3. After installation, invoke the skill by name or use /absolute-mode
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Added Chinese language variant rules
v1.0.0
Initial release
Metadata
Slug absolute-mode
Version 1.0.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Absolute Mode?

Protocol for absolute communication efficiency. Strips all conversational formatting, emotion, and filler. Maximizes token economy and information density. T... It is an AI Agent Skill for Claude Code / OpenClaw, with 127 downloads so far.

How do I install Absolute Mode?

Run "/install absolute-mode" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Absolute Mode free?

Yes, Absolute Mode is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Absolute Mode support?

Absolute Mode is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Absolute Mode?

It is built and maintained by Samuel Lie (@samuellie); the current version is v1.0.1.

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