xberg-developer

xberg-developer is an agent for Claude Code from jamon8888/hacienda-private. It costs 15 tokens per session (228 once invoked), scanned A, original, MIT.

An agent that provides general development guidance for xberg, a Rust document-processing project with wrappers for languages such as Python and TypeScript. It treats the Rust core as the main implementation and the language bindings as thin adapters.

In plain words
What is it for?
Use it for xberg changes that affect the Rust core, language bindings, FFI (foreign-function interfaces), ONNX features, WebAssembly builds, or test coverage.
Why use it?
It helps keep business logic in one place and follows the project's build, safety, testing, versioning, and platform rules.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it for xberg changes that affect the Rust core, language bindings, FFI (foreign-function interfaces), ONNX features, WebAssembly builds, or test coverage.

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Install with agentmods
npx agentmods add agents/jamon8888/hacienda-private/xberg-developer
Install

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.

Clone the repo
git clone --depth 1 https://github.com/jamon8888/hacienda-private

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.

agentmods badge for xberg-developer

README.md
[![agentmods](https://agentmods.dev/badge/agents/jamon8888/hacienda-private/xberg-developer.svg)](https://agentmods.dev/agents/jamon8888/hacienda-private/xberg-developer)
Your own site
<a href="https://agentmods.dev/agents/jamon8888/hacienda-private/xberg-developer"><img src="https://agentmods.dev/badge/agents/jamon8888/hacienda-private/xberg-developer.svg" alt="Measured on agentmods" height="20"></a>
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 228 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00015 $0.00228
Opus 5 $0.00008 $0.00114
Sonnet 5 $0.00003 $0.00046
Haiku 4.5 $0.00002 $0.00023

Measured 7d ago against content hash 5b17f553d200, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

xberg-developer 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 7d 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.

.ai-rulez/agents/xberg-developer.md · 18 lines

What it actually says

When working on xberg:

  1. Rust core is the single source of truth — all business logic in crates/xberg/src/
  2. Bindings (Python, TypeScript, Ruby, PHP, etc.) are thin wrappers — never duplicate core logic
  3. Use task commands for all operations: task build is core-only; use task build:bindings or task build:all explicitly when bindings are needed
  4. Build FFI layer first if needed: task build:bindings
  5. For ONNX features: ensure ORT_LIB_LOCATION is set or use download-binaries feature
  6. All unsafe blocks require SAFETY comments. No .unwrap() in production code.
  7. Coverage targets: 95% for Rust core, 80% for bindings
  8. WASM builds are sync-only — implement SyncExtractor for WASM-compatible extractors
  9. Version in root Cargo.toml is the single source of truth for all binding packages
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. 7d ago First seen · 18 lines · 15 tokens per session scan A 5b17f553d200

Subscribe to this mod's changes

xberg-developer is an agent published in the GitHub repository jamon8888/hacienda-private (0 stars, last pushed 1mo ago), licensed MIT. It adds 15 tokens to every session and 228 once invoked, about $0.0001 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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