Teach Claude and ChatGPT how your team works.
A skill captures how your best people actually do the work — their procedures, judgment, and standards — then makes Claude, ChatGPT, and every agent you run do it the same way, every time. Built once, shared across your team, managed in one place.
Trusted by Teams at
What is Agentman?
Agentman is a platform for turning your team's expertise into agent skills — then putting them to work, from a single free skill to a system that runs an entire operation.
Agent Skills
Create and share skills your whole team and every AI tool can use. Free to start.
Agentic Harnessing
We build custom agent systems that orchestrate your skills for complex, high-stakes work.
Medman
A complete medical back office, fully built on Agentman skills. Live in clinics today.
Skills are the raw material. A harness is the machine. Medman is the proof.
Everything Agentman does runs on your skills.
A skill is your expertise, codified. An agent executes one. A harness orchestrates hundreds — all drawing from the same library your team owns and improves.
Your expertise, codified
The playbooks, evaluators, and thresholds your best people use — versioned and shared.
Single loops that execute
Review one contract. Verify one claim. Short-lived, focused, consistent.
Orchestration for the whole job
Hundreds of coordinated loops running for hours — with audit trails and cross-session state, so a failed step resumes instead of restarting.
One source of truth your whole team — and every AI — works from.
Your team's best work already lives in playbooks, habits, and a few people's heads. A skill brings it into one place every AI tool and teammate can draw from — and improve over time.
Shared, not siloed
Expertise lives in the team library, not one person's chat history.
Versioned
Improve a procedure once; every agent and teammate gets the update.
Permissioned
Control who can view, edit, and publish — scoped by team, client, or matter.
Same request. One without your context, one with it.
Contract Review
Review contracts carefully for liability, payment terms, and termination clauses. Ensure all parties understand their obligations and consider consulting an attorney before signing.
Contract Review
A skill reviews one contract against your standards. A harness reviews the entire data room — and picks up where it left off when something fails.
Medman is what this looks like fully built.
A complete medical back office running on Agentman skills — a production harness coordinating eligibility, inbox triage, and claims loops across 2,700+ payers, with the audit trail to show what every agent did. What Medman is for medicine, Agentic Harnessing builds for your firm.
“We cut 50 hours of monthly verification calls down to 7. Staff aren't drowning in eligibility calls anymore — they're actually talking to patients.”
Built for firms that can't get this wrong.
Permission management and auditing designed for legal, private equity, and healthcare — where every decision needs a paper trail.
Role-based permissions
Scoped by team, client, matter, or deal — who can view, edit, and publish.
Approval workflows
Draft → review → published. Nothing reaches your AI tools without sign-off.
Full audit trail
Who changed what, when, and which agent used which version on which task. Exportable.
Version history & rollback
Every revision kept. Roll back a procedure in one click.
Confidentiality boundaries
Wall off skills by client or engagement so context never crosses lines.
Human in the loop
Consequential decisions wait for a person. Always reviewable.
What brings you to Agentman?
Open SKILL.md standard, MCP integrations, and skills you can inspect and customize.
Our thinking on skills vs. prompts, agent architectures, and where the industry is headed.
See how agents eliminate insurance phone calls, reduce denials, and save your staff 8+ hours a week.
Platform thesis, market size, traction, and why full back-office automation for small practices is a $12B+ SAM.
From the team
What we're thinking about
The 8 Back-Office Pain Points Crushing Independent Medical Practices — and the AI Agents That Fix Them
Independent medical practices lose hours and revenue to eligibility, prior auth, denials, and unmanaged inboxes. Here are the 8 biggest back-office pain points and the Agentman agents built to solve each — two live today, six on the 2026 roadmap.
From 1 Skill to 100: How Agent Skills Compound Into Enterprise Intelligence
Skills don't just add value — they compound. From a single $0.50 eligibility check to chained claim-to-appeal workflows to an 87+ skill library where every new skill upgrades the rest: here's the progression from one skill to enterprise intelligence, with worked examples from healthcare RCM and private equity.
Built by operators, not observers
This is a team that has already built, scaled, and operated exactly what Agentman requires.
