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/coeusyk/inference-x/agents-mdgit clone --depth 1 https://github.com/coeusyk/inference-xWhat 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 | $0.02642 | $0.02642 |
| Opus 5 | $0.01321 | $0.01321 |
| Sonnet 5 | $0.00528 | $0.00528 |
| Haiku 4.5 | $0.00264 | $0.00264 |
Grade A, and why
inference-x 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 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.
How it starts
The opening of the file, as written. The whole thing — 239 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenSpec Agent Instructions for InferenceX
This repository uses OpenSpec for spec-driven development.
Working agreement
- Do not implement non-trivial work without an active change under
openspec/changes/. - Before making changes, read:
docs/ARCHITECTURE.mddocs/PHASES.mddocs/DECISIONS.mddocs/REVIEW_MODE.mddocs/BUILD_MODE.md- relevant files in
openspec/specs/ - active change artifacts in
openspec/changes/<change-id>/
- For each change, work in this order:
proposal.md- spec deltas under
specs/ design.mdtasks.md- implementation
- validation
- archive
Agent tooling (mandatory — token efficiency)
Token efficiency is a standing requirement for every session in this repo, not a per-task preference. Prefer the smallest useful context: filter command output, sandbox analysis so only answers enter the conversation, and look up symbols through indexes instead of dumping files.
Two command paths only — no third
Every shell command must run through one of:
| Path | When | Why |
|---|---|---|
context-mode (ctx_execute, ctx_batch_execute, ctx_execute_file, …) |
Default for read-only work: gates (pytest/ruff/mypy), openspec validate, greps, inspections, scripts that only need stdout |
Sandboxes execution so only stdout/stderr you print enter the model context (context-mode targets ~98% reduction on tool output). Large results stay indexed; follow up with ctx_search. |
rtk proxy <cmd> |
Host-state mutations that must persist: git commits/branches/merges/pushes, openspec archive, moves/renames outside Write/Edit, long-running processes whose exit code on the real host matters |
ctx_execute runs in a subprocess and discards filesystem writes. Mutations that must land in the real worktree leave context-mode via rtk proxy. |
A bare Bash/Shell call, or bare rtk <cmd> without proxy when you meant a
persisting mutation, is wrong for this repo.
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.
- 2d ago First seen · 239 lines · 2,642 tokens per session scan A 8df1e20c15c4
inference-x AGENTS.md is an instructions file published in the GitHub repository coeusyk/inference-x (2 stars, last pushed 22d ago), licensed MIT. It adds 2,642 tokens to every session, about $0.0132 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.
Other instructions, from other repositories
disp8ch AGENTS.md
Instructions for aaronnat23/disp8ch, covering agents, repo instructions and session startup.
bridgenode-skill AGENTS.md
AGENTS.md instructions for bridgenode-ai/bridgenode-skill, covering agents.md — bridgenode skill & examples, what bridgenode is, how an agent pays (x402 flow, 4 steps), quick start (buyer side) and curl — full flow in examples/.
ODS CLAUDE.md
Claude Code instructions for Osmantic/ODS, covering claude.md, project overview, repository structure, build & development commands and linting and validation.
commonly CLAUDE.md
Instructions for Team-Commonly/commonly, covering claude.md / agents.md, 🧠 product vision & architecture philosophy, what commonly is, the architecture model and key concepts.
VaultysClaw CLAUDE.md
Instructions for vaultys/VaultysClaw, covering claude.md, commands, development, demo / simulator and build.
lobster0 AGENTS.md
Instructions for NEDONION/lobster0, covering lobster0 agent 工程规范, 适用范围与优先级, 项目事实, 常用命令 and 首次安装或依赖变化后.