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.
npx agentmods add instructions/lis186/sourceatlas/claude-mdgit clone --depth 1 https://github.com/lis186/SourceAtlasWhat 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 | $0.00731 | $0.00731 |
| Opus 5 | $0.00365 | $0.00365 |
| Sonnet 5 | $0.00146 | $0.00146 |
| Haiku 4.5 | $0.00073 | $0.00073 |
Grade A, and why
SourceAtlas 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 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.
How it starts
The opening of the file, as written. The whole thing — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
AI collaboration guide for SourceAtlas development.
What is SourceAtlas
AI-optimized codebase analysis tool - scan <5% of files to achieve 70-95% understanding using information theory principles.
Current Version: v2.13.1 (2026-03-09)
Key Files
| File | Purpose |
|---|---|
ANALYSIS_CONSTITUTION.md |
Immutable analysis principles (7 Articles) |
PROMPTS.md |
Stage 0-1-2 prompt templates |
PRD.md |
Product requirements |
USAGE_GUIDE.md |
User documentation |
dev-notes/ROADMAP.md |
Future plans |
dev-notes/HISTORY.md |
Version history |
Commands
/atlas.overview - Project fingerprint (Stage 0)
/atlas.pattern - Learn design patterns
/atlas.flow - Flow tracing (11 modes)
/atlas.history - Git temporal analysis
/atlas.impact - Change impact analysis
/atlas.deps - Dependency analysis
/atlas.list - List saved analyses
/atlas.reset - Clear saved analyses
All commands auto-save to .sourceatlas/. Use --force to skip cache and re-analyze.
Must Follow
GitButler Workflow
- Never use
git commit- GitButler manages all commits - Focus on code, let GitButler handle version control
- When done, stop and let GitButler hooks execute
Analysis Principles (from Constitution)
- Information Theory - High-entropy files first (configs, docs, models)
- Scale-Aware - TINY 50%, SMALL 20%, MEDIUM 10%, LARGE 5%, VERY_LARGE 3%
- Evidence-Based - Every claim needs
file:linereference - Exclude Always -
.venv,node_modules,__pycache__
Implementation Rules
- Standards over custom (YAML, Markdown)
- Test on 3+ real projects
- Document while developing
- Use
validate-constitution.shfor compliance
Key Learnings (v1.0)
- Information theory works - <5% scan → 70-80% understanding
- Scale-awareness critical - Different strategies per size
- YAML > TOON - Standard ecosystem > 14% token savings
- Benchmarking reveals truth - Test on real projects
- AI collaboration detectable - Level 0-4 maturity model
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.
- 3d ago First seen · 88 lines · 731 tokens per session scan A c2a88c67402a
SourceAtlas CLAUDE.md is an instructions file published in the GitHub repository lis186/SourceAtlas (47 stars, last pushed 1mo ago), licensed MIT. It adds 731 tokens to every session, about $0.0037 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 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.