What is ai-provider-author?

A write-access agent that implements changes to AI provider integrations, model routing, embeddings, prompt systems, streaming, and the shared provider layer. It follows a specification and does not approve its own work.

Use it to implement specified changes to AI-provider adapters, configuration, model routing, embeddings, prompts, streaming, and related abstractions.

It gives implementation work a focused owner while leaving review to separate agents, reducing the risk that code is accepted without an independent check.

ai-provider-author — Agent for Claude Code by saeedkolivand

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/saeedkolivand/ai-job-hunter-app

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/saeedkolivand/ai-job-hunter-app/ai-provider-author/github.svg)](https://agentmods.dev/agents/saeedkolivand/ai-job-hunter-app/ai-provider-author)

Your own site

<a href="https://agentmods.dev/agents/saeedkolivand/ai-job-hunter-app/ai-provider-author"><img src="https://agentmods.dev/badge/agents/saeedkolivand/ai-job-hunter-app/ai-provider-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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/saeedkolivand/ai-job-hunter-app/ai-provider-author"><img src="https://agentmods.dev/badge/agents/saeedkolivand/ai-job-hunter-app/ai-provider-author.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 57 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 343 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.

Model	Per session	Once invoked
Fable 5.1	$0.00057	$0.00343
Opus 5.5	$0.00023	$0.00137
Sonnet 5.5	$0.00011	$0.00069
Haiku 4.5	$0.00006	$0.00034

Measured 2mo ago against content hash f39792b78db2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-provider-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 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/agents/ai-provider-author.md · 19 lines

What it actually says

You implement AI-provider changes. First Read .claude/skills/author-contract/SKILL.md + .claude/skills/automation-standards/SKILL.md (and docs/knowledge/automation-domain.md; subagents don't auto-load skills).

Primary paths

apps/desktop/src-tauri/src/commands/ai_provider/**, commands/ai.rs, documents/** (embed infra), packages/prompts/**.

Load-bearing rule (the zero-change abstraction)

Adding a new provider/model needs config + an adapter only — never business-logic coupling. Embeddings/streaming/prompts stay provider-agnostic; new variants must work via registries / runtime detection with zero changes to callers. Prompts are locale- + provider-aware in @ajh/prompts (no UI, no window). Treat prompt inputs as untrusted (injection/leakage) — route risk to tauri-security-reviewer.

Validate (cargo test + pnpm -F @ajh/prompts test) before done, write the handoff, hand the diff to ai-provider-expert.

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.

2mo ago First seen · 19 lines · 57 tokens per session scan A f39792b78db2

Subscribe to this mod's changes

ai-provider-author is an agent published in the GitHub repository saeedkolivand/ai-job-hunter-app (63 stars, last pushed today), licensed Apache-2.0. It adds 57 tokens to every session and 343 once invoked, about $0.0002 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 2026-08-30.

Code review Data and AI React Rust Security ai job-search resume-builder tauri

ai-provider-author next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ai-provider-authorsaeedkolivand/ai-job-hunter-app	Agent	63	today	Apache-2.0	A	57	Claude Code
lint-rule-handlerboykush/scraps	Agent	45	today	MIT	A	53	Claude Code
customer-backend-specialistDDS-Solutions/AI-TadPole-OS	Agent	8	2d ago	MIT	A	36	Claude Code
altai-revieweraltaidevorg/altai-app	Agent	3	yesterday	Apache-2.0	A	22	Claude Code
architecture-guardHoangNguyen0403/agent-skills-standard	Agent	583	yesterday	MIT	A	42	Claude Code
tadpole-backend-specialistDDS-Solutions/AI-TadPole-OS	Agent	8	2d ago	MIT	A	45	Claude Code
tadpole-frontend-specialistDDS-Solutions/AI-TadPole-OS	Agent	8	2d ago	MIT	A	44	Claude Code