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inference-x: Instructions file for Claude Code

CLAUDE.md

inference-x CLAUDE.md is an instructions file for Claude Code from coeusyk/inference-x. It costs 615 tokens per session, scanned A, original, MIT.

Project instructions for InferenceX, including its required code-navigation tools and rules for choosing between two approved execution paths.

In plain words
What is it for?
Use them when working on InferenceX, especially for code search, context retrieval, tests, formatting, type checks, or changes that must persist in the repository.
Why use it?
They help an agent inspect the codebase efficiently and avoid unsupported commands or changes that violate the project's architecture rules.

Instructions file for Claude Code

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

This is coeusyk/inference-x's own configuration. It tells Claude Code how to work on inference-x 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 inference-x configures →

not rated 2repo 1mo ago A scan 615 tokens original MIT
View source ↗ coeusyk/inference-x
Reuse

Borrowing it

Nothing to install: this file belongs to coeusyk/inference-x. 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/coeusyk/inference-x/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/coeusyk/inference-x

Made for: Claude Code.

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.

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README.md
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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.

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Per session 615 This file is loaded in full into every session.
When invoked 615 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 $0.00615 $0.00615
Opus 5.5 $0.00246 $0.00246
Sonnet 5.5 $0.00123 $0.00123
Haiku 4.5 $0.00061 $0.00061

Measured 2mo ago against content hash 09edeb32f2ef, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

inference-x 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 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.

CLAUDE.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md — InferenceX

Repo-local agent instructions for Claude Code / Cursor. Canonical OpenSpec and architecture rules live in AGENTS.md. Read AGENTS.md first and follow it for file boundaries, Engine Boundary (DEC-047), OpenSpec order, and anti-scope.

Tooling (mandatory every session)

Token efficiency is standing policy. Full rationale and command tables: AGENTS.md → Agent tooling.

Two paths only — no third

Default Escapes only when
context-mode — ctx_batch_execute / ctx_execute / ctx_execute_file / ctx_search / ctx_fetch_and_index / ctx_index —
rtk proxy <cmd> Host mutation that must persist: git, openspec archive, real-FS moves, host exit-code-critical runs

Never use bare Bash/Shell for gates or inspection. Never use bare rtk <cmd> when the operation must persist — use rtk proxy. Prefer wrapping pytest/ruff/mypy/uv with rtk … inside context-mode so stdout stays compact.

token-savior MCP (if present)

If token-savior appears in the session MCP catalog, prefer its tools over grep-then-read for navigation and impact (find_symbol, get_full_context, search_codebase, get_call_chain, get_change_impact, get_edit_context, …). If it is absent, fall back to context-mode — do not invent tool calls.

Why

  • RTK — cuts most bash-output bytes (often 60–90%; git frequently higher).
  • context-mode — keeps raw tool output out of the chat (~98% reduction path); retrieve with search.
  • token-savior — indexed symbols/deps instead of loading whole files.

Branches and commits

See AGENTS.md → Branches, commits, and GitHub rulesets.

Summary:

  • Branch from develop: feat/…, fix/…, chore/…, docs/…
  • PR into develop (release promotion → main separately)
  • Never force-push main / develop; never delete them
  • Required CI job name: checks (blocks merge on red)
  • Ruleset Protect Main requires PRs + code-owner review on main
  • Commit only when the user asks; one concern per PR

Read the full file on GitHub · 55 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 · 55 lines · 615 tokens per session scan A 09edeb32f2ef

Subscribe to this mod's changes

inference-x CLAUDE.md is an instructions file published in the GitHub repository coeusyk/inference-x (2 stars, last pushed 1mo ago), licensed MIT. It adds 615 tokens to every session, about $0.0025 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 2026-08-31.

LLMPythoninferenceopenai-compatibleself-hostedsse
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