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/ax-llm/ax/agents-mdgit clone --depth 1 https://github.com/ax-llm/axWhat 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 | $0.01548 | $0.01548 |
| Opus 5 | $0.00774 | $0.00774 |
| Sonnet 5 | $0.00310 | $0.00310 |
| Haiku 4.5 | $0.00155 | $0.00155 |
Grade A, and why
ax 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 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 — 150 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ax Repository Guide
What This File Is For
This file should stay short.
Use it for repo-specific rules, workspace conventions, and pointers to the deeper subsystem docs in src/ax/skills/.
Do not turn this file into a second full API manual.
Repository Layout
src/ax/- main library package:@ax-llm/axsrc/ai-sdk-provider/- Vercel AI SDK provider:@ax-llm/ax-ai-sdk-providersrc/examples/- runnable examples and integration-style demoswebsite/- Hugo documentation site, deployed to axllm.dev via GitHub Pagesdocs/- canonical markdown docs
Canonical Docs
docs/ holds the canonical maintainer markdown. The public site under
website/ is built separately with npm run website:build (TypeDoc API
markdown → npm run website:prepare → Hugo → Pagefind); never edit the
generated copies under website/.generated/ or website/public/.
Current Project Defaults
Prefer the modern factory-style API:
- use
ai(...),ax(...),agent(...),flow(...),optimize(...) - prefer string signatures and
s(...) - prefer
fn(...)for tools
Avoid deprecated patterns in new code:
new AxAI(...)- template literal forms like
ax`...`ands`...`
Use current models
When adding or updating any example, default, or test that names a model, pick a current
generation — newer beats biggest. The provider model enums are the source of truth for what's
current: src/ax/ai/openai/chat_types.ts, src/ax/ai/google-gemini/types.ts,
src/ax/ai/anthropic/types.ts. Choose a recent member; a newer small/cheap model
(e.g. gpt-5.4-mini, gemini-3.5-flash) is preferred over an old flagship (gpt-4o,
gemini-2.x), and never pin a dated -preview when a stable newer one exists. Don't leave
examples sitting on an old generation once a newer one lands in the enums.
Skills As Subsystem Docs
Use the skill files in src/ax/skills/ as the primary subsystem documentation:
src/ax/skills/ax-llm.md- top-level Ax quick referencesrc/ax/skills/ax-ai.md- AI providers, models, presets, embeddings, thinkingsrc/ax/skills/ax-audio.md- conversational audio input/output in.chat()src/ax/skills/ax-signature.md- signatures, field types, validation, fluent APIsrc/ax/skills/ax-gen.md- generators and structured outputsrc/ax/skills/ax-agent.md- agents, runtime, discovery, delegation, shared fieldssrc/ax/skills/ax-agent-optimize.md-agent.optimize(...), evals, judges, artifactssrc/ax/skills/ax-flow.md- workflows and orchestrationsrc/ax/skills/ax-mcp.md- native MCP clients, transports, auth, catalogs, tasks, subscriptions, and Ax integrationsrc/ax/skills/ax-event-runtime.md- event ingestion, wake/resume, continuations, stores, and sinkssrc/ax/skills/ax-gepa.md- Pareto optimizationsrc/ax/skills/ax-learn.md- self-improving agent patterns
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 · 150 lines · 1,548 tokens per session scan A e216ef241ab6
ax AGENTS.md is an instructions file published in the GitHub repository ax-llm/ax (2,890 stars, last pushed 2d ago), licensed Apache-2.0. It adds 1,548 tokens to every session, about $0.0077 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.
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