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intent-fluid GEMINI.md

intent-fluid GEMINI.md is an instructions file for Gemini CLI from carbonshow/intent-fluid. It costs 391 tokens per session, scanned A, original, MIT.

Project instructions for Intent-Fluid, a collection of AI skills designed to turn high-level requests into completed work. The project stores each skill in its own directory with a SKILL.md file that describes when and how it should be used.

In plain words
What is it for?
Use it when working on the Intent-Fluid repository, especially when inspecting its skills, project documentation, or directory structure. It explains the role of key files such as README.md and docs/SKILL_SPEC.md.
Why use it?
It gives contributors a shared understanding of the project's purpose, layout, and skill format. This reduces confusion when adding skills or finding the files that control how they are discovered.

Instructions file for Gemini CLI

not rated 6 3mo ago A scan 391 tokens original MIT
View the source file carbonshow/intent-fluid
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/carbonshow/intent-fluid/gemini-md
Clone the repo
git clone --depth 1 https://github.com/carbonshow/intent-fluid

Made for: Gemini CLI.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for intent-fluid GEMINI.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/carbonshow/intent-fluid/gemini-md.svg)](https://agentmods.dev/instructions/carbonshow/intent-fluid/gemini-md)
Your own site
<a href="https://agentmods.dev/instructions/carbonshow/intent-fluid/gemini-md"><img src="https://agentmods.dev/badge/instructions/carbonshow/intent-fluid/gemini-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 391 This file is loaded in full into every session.
When invoked 391 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00391 $0.00391
Opus 5 $0.00196 $0.00196
Sonnet 5 $0.00078 $0.00078
Haiku 4.5 $0.00039 $0.00039

Measured 3d ago against content hash 9ea6ef5acce5, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

intent-fluid GEMINI.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

GEMINI.md · 25 lines

What it actually says

Intent-Fluid Project Context

Project Overview

Intent-Fluid is a curated collection of AI SKILLs designed to bridge the gap between high-level concepts and execution. Its core philosophy is "Intent Over Implementation," aiming to reduce the friction of coding by leveraging AI to handle low-level boilerplate, APIs, and configuration, thereby allowing creators to maintain a state of "Flow".

Skill Directory Structure

Skills live under skills/. Each skill is a directory containing a SKILL.md file with YAML frontmatter (name, description, version, author, tags, platforms) followed by the skill prompt body. The AI platform scans skills/*/SKILL.md to discover available skills and uses the description field to determine when to activate each skill.

Current skills:

  • skills/surge/ — Autonomous iterative delivery (PRD → analyze → research → design → implement → QA → retro)

Key Files & Directories

  • README.md: Contains the project manifesto, core philosophy, and use cases.
  • /skills: A library of structured prompts, chain-of-thought methodologies, and agent configurations. Each skill has a SKILL.md manifest.
  • docs/SKILL_SPEC.md: Skill developer specification — format, naming, and validation rules.
  • docs/SKILL_TEMPLATE.md: Quick-start template for new skill authors.
  • scripts/validate-skill.sh: Automated compliance checker for skill directories.
  • LICENSE: MIT License file.

Usage

This repository serves as a skill library for AI-assisted development:

  1. Study Skills: Read existing skills under skills/ to understand structured prompt design.
  2. Create Skills: Follow docs/SKILL_SPEC.md and docs/SKILL_TEMPLATE.md to author new skills.
  3. Validate: Run bash scripts/validate-skill.sh skills/<name> before publishing.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 25 lines · 391 tokens per session scan A 9ea6ef5acce5

Subscribe to this mod's changes

intent-fluid GEMINI.md is an instructions file published in the GitHub repository carbonshow/intent-fluid (6 stars, last pushed 3mo ago), licensed MIT. It adds 391 tokens to every session, about $0.0020 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Autonomous Agentsagent-skillsagentic-workflowsai-agentscontent-generationdeveloper-tools
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