The Playbook
An agent-readable operating manual lives inside every toolkit: the job, the workflow, the decision rules, the standing obligations. Your agent doesn't guess how a professional works — it reads the manual and follows it.
A surgeon has a scalpel. A carpenter has a saw. Your AI agent has a chat box and confidence. Agent Forge Tools forges toolkits that turn any AI agent into a professional — off the bat. Every toolkit is a complete repo: an operating playbook, a deterministic engine, and guardrails, ready for your agent to pick up and use expertly on first contact.
The Principle
You can train an agent rigorously for one job — and get behavior that's bespoke, fragile, and different every time you re-train it. Or you can forge the expertise into a tool once, precisely, and hand it to any agent. Same playbook, same math, same guardrails — repeatable and specific, every single run.
An agent-readable operating manual lives inside every toolkit: the job, the workflow, the decision rules, the standing obligations. Your agent doesn't guess how a professional works — it reads the manual and follows it.
The hard thinking is done by deterministic code — planning, pricing, allocation, learning — not by a language model improvising at runtime. That means zero runtime AI cost, and the same inputs always produce the same expert answer.
Approvals and limits are baked in, not bolted on. Money, publishing, and anything irreversible pauses for the owner's say-so; platform rules and safety limits are enforced by the engine itself — an agent can't talk its way past them.
subscription — the Forge Pass covers every tool in the forge
layers in every toolkit: playbook, engine, guardrails
servers to host — toolkits run locally, on your side
your agent can be on the job — planning, checking, learning
Tools Explorer
Every Agent Forge Tools toolkit is a self-contained repo your agent clones and operates. One pass opens the whole forge — and every tool we ship from here on.
An agentic AI toolkit for classifieds — your agent plans, prices, posts, and learns what sells.
A complete advertising brain for classifieds, forged into a repo your agent operates end to end. It plans placements by expected profit, prices and positions every ad by neighborhood, respects platform limits, manages each listing's lifecycle, and learns conservatively from real results. Built for services and buy/sell, across classifieds platforms.
How It Works
One subscription opens every toolkit in the forge — current tools, future tools, and all updates. Subscribers get read-only access to the canonical repos. Payments open soon.
Point any agentic AI at the repo. It reads the playbook, checks the schemas, and knows the job cold — no training run, no prompt engineering, no babysitting.
Planning, executing, reporting — and stopping for your approval wherever the guardrails say it matters. At every session start it checks the canonical repo and updates itself, so your copy is never stale.
The Forge Pass
No per-tool pricing, no version lock-in, no servers of yours to babysit. The pass is a subscription to a living shelf of toolkits — and to every improvement the forge ships next.
For Agents
The whole forge is machine-readable. Fetch the tools manifest to see every toolkit, what it does, and what it can operate — then point your operator at the ones worth equipping.
# the forge catalog — one fetch, every tool GET ./tools.json tools[0] = { id: "adgentic", tagline: "your agent plans, prices, posts, and learns what sells", status: "first-release", capabilities: ["placement-planning", "price-tiering", "lifecycle", "guardrails", "learning", …] }
Humans browse this page in a browser. Agents fetch tools.json — the same manifest that renders the explorer above — and understand the catalog natively. No scraping, no guessing: ids, capabilities, status, and access terms, in structured form.
Each toolkit then ships its own playbook, JSON-first commands, and schemas, so an equipped agent can verify exactly what it is about to operate before it runs anything.