sgrep: Instructions file for Codex

AGENTS.md

sgrep AGENTS.md is an instructions file for Codex, OpenCode from XiaoConstantine/sgrep. It costs 524 tokens per session, scanned A, original, Apache-2.0.

Instructions for sgrep, a semantic code-search tool that finds code by meaning rather than only exact words. It complements ripgrep for exact text and ast-grep for code structure.

In plain words
What is it for?
Building and testing sgrep, finding code by intent, switching to structural or exact searches, viewing concise or contextual results, and requesting JSON output.
Why use it?
They give coding agents a repeatable way to discover relevant code when they do not know the exact filenames or symbols.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is XiaoConstantine/sgrep's own configuration. It tells Codex and OpenCode how to work on sgrep itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything sgrep configures →

Reuse

Borrowing it

Nothing to install: this file belongs to XiaoConstantine/sgrep. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/XiaoConstantine/sgrep/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/XiaoConstantine/sgrep

Made for: Codex, OpenCode.

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 sgrep AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/xiaoconstantine/sgrep/agents-md/github.svg)](https://agentmods.dev/instructions/xiaoconstantine/sgrep/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/xiaoconstantine/sgrep/agents-md"><img src="https://agentmods.dev/badge/instructions/xiaoconstantine/sgrep/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.

agentmods 80×15 button for sgrep AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/xiaoconstantine/sgrep/agents-md"><img src="https://agentmods.dev/badge/instructions/xiaoconstantine/sgrep/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 524 This file is loaded in full into every session.
When invoked 524 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00524 $0.00524
Opus 5.5 $0.00210 $0.00210
Sonnet 5.5 $0.00105 $0.00105
Haiku 4.5 $0.00052 $0.00052

Measured 2mo ago against content hash f9b125abe5ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

sgrep 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.

AGENTS.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

sgrep - Agent Integration Guide

Build & Test

# Build
go build -o sgrep ./cmd/sgrep

# Test
go test ./...

# Lint (installs the pinned golangci-lint with this module's Go toolchain)
make lint

# Install
go install ./cmd/sgrep

Setup

# Install llama.cpp (macOS)
brew install llama.cpp

# Download embedding model and verify installation
sgrep setup

The embedding server auto-starts when needed. No manual server management required.

Usage for Coding Agents

sgrep is designed to complement ripgrep and ast-grep:

Tool Use Case Example
sgrep Find by intent sgrep "authentication logic"
ast-grep Structural patterns sg -p '$fn($ctx, $err)'
ripgrep Exact strings rg "JWT_SECRET"

Recommended Workflow

  1. Semantic discovery → Find relevant files/functions
  2. Structural search → Match patterns in those files
  3. Exact search → Find specific symbols

Output Modes

# Minimal (for token efficiency)
sgrep -q "error handling"
# → auth/handler.go:45-67

# With context
sgrep -c "error handling"
# → auth/handler.go:45-67
#     func handleError(err error) {
#       ...

# JSON (for programmatic use)
sgrep --json "error handling"
# → [{"file":"auth/handler.go","start":45,"end":67,"score":0.12}]

Server Management

The embedding server runs as a daemon (auto-started, stays running):

sgrep server status   # Check if running
sgrep server stop     # Stop daemon
sgrep server start    # Manually start

Configuration

SGREP_HOME=~/.sgrep                   # Data directory
SGREP_ENDPOINT=http://localhost:8080  # Override server URL
SGREP_PORT=8080                       # Server port
SGREP_DIMS=768                        # Embedding dimensions

Code Style

  • Single package per directory
  • No external LLM dependencies (local llama.cpp only)
  • Minimal output by default (token-efficient)
  • JSON output for agent parsing
  • Use _ = fn() for intentionally ignored errors

Read the full file on GitHub · 91 lines

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. 2mo ago First seen · 91 lines · 524 tokens per session scan A f9b125abe5ae

Subscribe to this mod's changes

sgrep AGENTS.md is an instructions file published in the GitHub repository XiaoConstantine/sgrep (21 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 524 tokens to every session, about $0.0021 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 2026-08-30.

Related

sgrep AGENTS.md compared with instructions from other repositories

sgrep AGENTS.md next to 6 instructions from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
sgrep AGENTS.mdXiaoConstantine/sgrepInstructions file211mo agoApache-2.0A524Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA9,719GitHub Copilot
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA5,516GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143ktodayMITA7,461Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchainInstructions file149ktodayMITA4,680Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA3,093GitHub Copilot
vscode model-prompts.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA2,022GitHub Copilot