Borrowing it
Nothing to install: this file belongs to RomyHaik/gim. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/RomyHaik/gim/main/AGENTS.mdgit clone --depth 1 https://github.com/RomyHaik/gimWrote 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.
[](https://agentmods.dev/instructions/romyhaik/gim/agents-md)<a href="https://agentmods.dev/instructions/romyhaik/gim/agents-md"><img src="https://agentmods.dev/badge/instructions/romyhaik/gim/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/romyhaik/gim/agents-md"><img src="https://agentmods.dev/badge/instructions/romyhaik/gim/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01766 | $0.01766 |
| Opus 5.5 | $0.00706 | $0.00706 |
| Sonnet 5.5 | $0.00353 | $0.00353 |
| Haiku 4.5 | $0.00177 | $0.00177 |
Grade A, and why
gim AGENTS.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 2mo 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.
How it starts
The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GIM Framework — Agent Instructions
This repository contains the GIM (Goal-in-Mind) Framework.
Project structure
src/core/— Core engine, markdown I/O, parser, types, utils, passive evaluator, budget estimatorsrc/commands/— CLI commands: init, goal, check, focus, mode, prompt, validate, brainstorm, scope, resolve, task, context, graph, install, exportsrc/cli/— CLI entry point (commander-based)hook-templates/— zero-dep Node hook scripts copied into a project bygim install claude-code(PreToolUse sync between Claude Code and GIM)schemas/gim/— GIM schema definition (YAML) and templatesbin/gim.js— CLI binary entry pointdist/— built output, committed and shipped (see "Distribution" below)
Key abstractions
- GIM (
gim-engine.ts) — Main engine. Orchestrates checks, manages state, learning loop, task management. - PassiveEvaluator (
passive-evaluator.ts) — The single unified evaluator behindgim checkand task auto-check. Runs four checks (alignment, necessity, clarity, intent) in precedence order and dispatches to four issue types (drift, overbuild, ambiguity, intent-mismatch). Boundary matches and learned rules short-circuit the loop. Replaced the earlierScopeGuard+IntentAnalyzersplit in v0.4. - BudgetEstimator (
budget-estimator.ts) — Computes a soft per-task token budget at task-creation time from goal-relevance × mode × confidence × complexity. Produces arationalestring explaining which signals pushed the estimate which way. Overridable viagim task add --budget N. - GoalTracker (
goal-tracker.ts) — Relevance scoring with concept expansion. Used by the evaluator and estimator. - ModeManager (
mode-manager.ts) — Operational modes and mode change suggestions. - Markdown I/O (
markdown-io.ts) — Reads/writes the.gim/vault. Each GIM artifact is a markdown file with YAML frontmatter and wiki-link edges. Handles backward-compatible migration of legacy check-type names on read. - Markdown Parser (
markdown-parser.ts) — Frontmatter parsing, serialization, wiki-link extraction. - Validator (
validator.ts) — Rates idea alignment 1-5, boundary-aware. (Used bygim validate.) - Brainstormer (
brainstormer.ts) — Finds connections between ideas and the goal. (Used bygim brainstorm.) - PromptGenerator (
prompt-generator.ts) — System prompts with reason layers + non-goals/out-of-scope for AI tools (used bygim prompt).
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.
- 2mo ago First seen · 81 lines · 1,766 tokens per session scan A 5ab859040b67
gim AGENTS.md is an instructions file published in the GitHub repository RomyHaik/gim (5 stars, last pushed 6mo ago), licensed MIT. It adds 1,766 tokens to every session, about $0.0071 per session on Opus 5.5. 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.
gim AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| gim AGENTS.mdRomyHaik/gim | Instructions file | 5 | 6mo ago | MIT | A | 1,766 | Claude Code, Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |