saorsa-core: Instructions file for Claude Code

CLAUDE.md

saorsa-core CLAUDE.md is an instructions file for Claude Code from WithAutonomi/saorsa-core. It costs 2,553 tokens per session, scanned A, original, Apache-2.0.

A repository instruction file for saorsa-core, requiring the use of subagents—separate AI workers with their own task context—during development whenever possible.

In plain words
What is it for?
Planning multi-step coding tasks, assigning specialised repository work, running parallel reviews, and validating changes.
Why use it?
It sets out when to delegate exploration, reviews, fixes, tests, builds, security checks, and documentation work, along with rules for those workers.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions subagents; mentions Claude Code.

This is WithAutonomi/saorsa-core's own configuration. It tells Claude Code how to work on saorsa-core 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 saorsa-core configures →

Reuse

Borrowing it

Nothing to install: this file belongs to WithAutonomi/saorsa-core. 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/WithAutonomi/saorsa-core/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/WithAutonomi/saorsa-core

Made for: Claude Code.

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README.md
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Per session 2,553 This file is loaded in full into every session.
When invoked 2,553 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 $0.02553 $0.02553
Opus 5 $0.01277 $0.01277
Sonnet 5 $0.00511 $0.00511
Haiku 4.5 $0.00255 $0.00255

Measured 2d ago against content hash 17b6bc970a95, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

saorsa-core CLAUDE.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 2d 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.

CLAUDE.md · 265 lines

How it starts

The opening of the file, as written. The whole thing — 265 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

🤖 MANDATORY SUBAGENT USAGE

ALWAYS USE SUBAGENTS. THIS IS NOT OPTIONAL.

Subagents (via the Task tool) MUST be used whenever possible. They provide:

  • Fresh context - Each subagent starts clean, preventing context pollution
  • Parallel execution - Multiple agents can work simultaneously
  • Specialization - Purpose-built agents for specific tasks
  • Unbounded execution - No context limits when chaining agents

When to Spawn Subagents

Task Type Action
Code exploration/search Spawn Explore agent
Code review Spawn review agents in parallel
Bug fixes Spawn code-fixer agent
Test execution Spawn test-runner agent
Build validation Spawn build-validator agent
Security scanning Spawn security-scanner agent
Documentation audit Spawn documentation-auditor agent
Multi-step tasks Spawn dev-agent or general-purpose agent
Complex research Spawn Explore or general-purpose agent

Subagent Rules

  1. PREFER subagents over doing work directly - Even for "simple" tasks
  2. PARALLELIZE when possible - Spawn multiple agents in a single message
  3. Use background agents for long-running tasks (run_in_background: true)
  4. Chain agents for complex workflows - Output of one feeds the next
  5. Never accumulate context - Delegate to fresh agents instead

IF YOU CAN USE A SUBAGENT, YOU MUST USE A SUBAGENT.

Build and Development Commands

Core Commands

# Build
cargo build                         # Debug build
cargo build --release               # Release build
cargo build --all-features          # Build with all features

# Tests - MUST ALL PASS before committing
cargo test                          # Run all tests
cargo test --lib                    # Unit tests only
cargo test --test '<test_name>'     # Specific integration test
cargo test test_function_name       # Run specific test by name
cargo test -- --nocapture           # Show println! output
RUST_LOG=debug cargo test           # With debug logging

# Code Quality - MUST PASS before committing
cargo fmt                           # Format code
cargo clippy -- -D warnings -D clippy::unwrap_used -D clippy::expect_used  # Strict linting
cargo audit                         # Security vulnerability check

# Benchmarks
cargo bench                         # Run all benchmarks
cargo bench --bench dht_benchmark  # Run specific benchmark

# Documentation
cargo doc --open                    # Build and open documentation

# Local CI Pipeline (safe, read-only checks)
./scripts/local_ci.sh               # Run full CI pipeline locally
./scripts/check_no_panic_unwrap.sh  # Check for forbidden patterns

Read the full file on GitHub · 265 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. 2d ago Changed · +7 lines · +163 tokens per session 17b6bc970a95
  2. 7d ago First seen · 258 lines · 2,390 tokens per session scan A f218eee86682

Subscribe to this mod's changes

saorsa-core CLAUDE.md is an instructions file published in the GitHub repository WithAutonomi/saorsa-core (5 stars, last pushed today), licensed Apache-2.0. It adds 2,553 tokens to every session, about $0.0128 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.

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