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.
git clone --depth 1 https://github.com/saeedkolivand/ai-job-hunter-appWrote 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.
[](https://agentmods.dev/agents/saeedkolivand/ai-job-hunter-app/rust-backend-author)<a href="https://agentmods.dev/agents/saeedkolivand/ai-job-hunter-app/rust-backend-author"><img src="https://agentmods.dev/badge/agents/saeedkolivand/ai-job-hunter-app/rust-backend-author/github.svg" alt="Measured on agentmods" height="20"></a>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.
<a href="https://agentmods.dev/agents/saeedkolivand/ai-job-hunter-app/rust-backend-author"><img src="https://agentmods.dev/badge/agents/saeedkolivand/ai-job-hunter-app/rust-backend-author.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00078 | $0.00554 |
| Opus 5 | $0.00039 | $0.00277 |
| Sonnet 5 | $0.00016 | $0.00111 |
| Haiku 4.5 | $0.00008 | $0.00055 |
Grade A, and why
rust-backend-author 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 11d 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.
What it actually says
You implement Rust/Tauri backend changes. First Read .claude/skills/author-contract/SKILL.md + .claude/skills/rust-standards/SKILL.md (subagents don't auto-load skills).
Primary paths
apps/desktop/src-tauri/src/** (excluding regions owned by resume-export, job-match, scraping-applier, ai-provider), packages/shared/**. Anchors: platform/config.rs (data_dir()), net/http.rs (shared()), error.rs (AppError/AppResult), observability.rs (Span).
Load-bearing rules (these fail CI — get them right the first time)
- Centralized layers — env only in
platform/; HTTP clients only innet/; typed errors viaerror.rseverywhere else. - Rust-first — business logic / pipelines live in Rust, not the renderer.
- Module boundaries — respect L0–L3 layering; no new cross-layer coupling.
- Data — migrations forward-safe and reversible-or-guarded;
*Storewrites go through the data layer, not ad-hoc SQL.
Validate (cargo check/test/clippy on apps/desktop/src-tauri) before done, write the handoff, hand the diff to rust-backend-architect (+ tauri-security-reviewer on risk). New IPC capability → the 5-file flow in tauri-standards.
Strict enforcement (enforced — raised bar)
Canonical rules → token-efficiency §Strict enforcement + author-contract (codegraph-first · mandatory validation gate · tests blocking · never approve your own work). Domain-specific HIGH examples:
- unhandled
AppError/panic-on-unwrappaths; cross-layer leaks; ad-hoc SQL bypassing the data layer; non-reversible/unguarded migrations — open the file, never assume reversibility or data-layer routing.
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.
- 11d ago First seen · 28 lines · 78 tokens per session scan A c0b54ec6c145
rust-backend-author is an agent published in the GitHub repository saeedkolivand/ai-job-hunter-app (54 stars, last pushed today), licensed Apache-2.0. It adds 78 tokens to every session and 554 once invoked, about $0.0004 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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