Here is what went out this week, on the public catalog and in the platform.
The public site
A CFO landing page. skillsandagents.co/for/cfo organizes 15 finance skills into the four main stages that finance leaders work in: monthly close, reporting and board, spend control, and diligence and contracts. If you came here looking for a role rather than a single task, start there.
Plugins are now easy to browse. At skillsandagents.co/plugins you can see bundles of skills, with each plugin having its own page that lists every included skill and a verified install command. We also list third-party plugins, starting with Carta’s cap-table, CRM, and investors plugins. These have the same third-party label and unreviewed-source banner as third-party skills.
A new finance skill: variance report. Upload a budget-vs-actuals export and it writes the variance narrative and names the top drivers. If the data can’t support a driver, it says so instead of making one up.
The platform
Organization owners can review the cost of each skill run. The agents page shows a summary for each skill, including run count, token and cost spend, and model mix over a time window you choose.
Fixing a failed run is now a clear process instead of a dead end. On a failed agent run’s detail page there’s a “Fix this skill” link that opens the current file for re-upload, and a “Start a new run” button that takes you straight to a new run.
Workflow maps now have editing features. A workflow map is what an operations engineer creates with a team to document how work is done, step by step, and decide whether to automate, use AI, or keep it manual. Each step got inline editing, with options to add steps before or after. There’s now an “Open questions” field for engineers to note what they still need from the process owner, and an “Affected teammates” field that suggests other org members.
You can now comment on published artifacts. Viewers can select text in an artifact and leave an anchored comment or highlight. Comments stay on the artifact, so others see them when they reload the page, and they can be resolved or reopened. If an artifact is remixed, it shows a “Remixed from” link back to the original.
A help center, rolling out now. Every published in-app guide has its own URL under a Help section in the sidebar, each with a known-issues callout.
Fixes
- Company Brain now keeps everything you save during a delegation session across deploys.
- The MCP connections page works in the deployed app, not just locally.
- Org email domains are limited to real company domains, so a shared provider like gmail.com can’t be used to join an org.
- Signup, login, and run tracking no longer report a failure when the action actually worked.
- An empty prompt shows an error instead of starting a run that does nothing.
- A completed run that ran outside the platform no longer reads as stuck.
- The run detail page shows cache tokens, so the cost lines up with the tokens displayed.
New here? Start with what is a skill, or browse the catalog. Edwin writes up the week from the builder’s side at edakrong.com.