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Use-only access — a padlocked skill whose instructions stay sealed while its output flows to a teammate who runs it, with a closed-eye glyph signaling not-readable
Governance

Share the Skill, Not the Secret: Use-Only Access and the New Economics of Expertise

A shared document is a copied document. A use-only skill is runnable but not readable — the body is redacted at the API layer, and every use is logged. That one distinction changes what experts are willing to share, and with whom.

Prasad Thammineni9 min read
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The draft, publish, version workflow for building durable Agent Skills — a draft works in Claude, publishing freezes a stable version, and version history keeps the record
Prasad Thammineni

Draft, Publish, Version: Best Practices for Building Agent Skills That Last

The best skill builders treat drafts as a live workshop — a draft skill already works in Claude, so you test it in real conversations, then publish only when you're satisfied. Here's the draft → publish → version workflow, and the habits that make skills durable.

Agent Skills
The team layer for Claude Skills — one shared skill at the center, distributed to a team, wrapped in access control, version history, and activity logging
Prasad Thammineni

Agent Skills, Relaunched: The Team Layer for Your Claude Skills

Six weeks of shipped work in one release: Google-Docs-style sharing, use-only access that protects your IP, version history 2.0 with one-click restore, governance logs, batch import for the skills you built in Claude, and new pricing that starts free.

Agent Skills
Claude Skills vs Agent Skills — the same SKILL.md document, one plain and one wrapped in a governance layer of use-only access, version history, and activity logging
Prasad Thammineni

Claude Skills vs Agent Skills: Same Format, Different Layer (A Practical Guide)

Claude Skills and Agent Skills are the same open SKILL.md standard — the difference is where they live and who governs them. An honest comparison, including what Claude's native org sharing already does well and the four gaps a governed library fills.

Agent Skills
Flat-design illustration of a private equity skills library: deal documents (CIM, DDQ, comps) flow through a grid of labeled AI agent-skill cards into an analyst freed for judgment.
Debby Wang

Why Your PE Firm's Best Analyst Is a Skills Library

A private equity skills library beats individual analysts on consistency, speed, and institutional memory — automating CIM extraction, comps, IC memos, and DDQs so your analysts spend their hours on judgment instead of data plumbing.

PE
Flat geometric illustration of the agent skills workflow: SKILL.md files organized into a curated, version-controlled library, assembled into an AI agent that runs across multiple AI tools.
Debby Wang

The Agent Skills Ecosystem in 2026: Who's Building, What's Working, and What's Next

A 2026 landscape map of the agent skills ecosystem — the adopters, directories, fastest-growing categories, the first peer-reviewed quality benchmark, and where the value is heading in H2.

Thought Leadership
Flat-design illustration of a private-equity deal pipeline: a CIM and deal documents flow through an AI agent hub into an IC memo, a performance dashboard with a portfolio-company building, and an LP report with a compliance badge.
Debby Wang

40 Skills, 8 Layers, 6 Solutions: The PE Intelligence Stack

Agentman's full-stack PE platform — 40 agent skills across 8 capability layers, from data intelligence to valuation, governance, and orchestration — composing into 6 solutions. Sixteen are live in the library today.

PE
Flat geometric illustration titled \\\"8 Pain Points Crushing Independent Medical Practices\\\" showing eight agent cards representing a medical practice back office
Debby Wang

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.

Healthcare
Flat geometric infographic showing three labeled stages — 1 skill (eligibility check), skills chained into a workflow, and an 87+ skill network — above a rising compounding curve in Agentman terracotta and charcoal.
Debby Wang

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.

Agent Skills
Flat geometric illustration showing denied claims documents flowing through an Agent Skills node with modular skill cards into clean claims and clinical notes with an approval check mark.
Debby Wang

How Are Agent Skills Transforming Healthcare? From Claims Appeals to Clinical Notes

Agent Skills package expert RCM knowledge — denial playbooks, coding audit methodology, PA criteria — into files AI agents execute on demand. Here's how independent specialty practices use them to automate claims appeals, billing compliance, prior authorization, and clinical documentation, with 2025–2026 AMA, KFF, and HFMA data.

Healthcare

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