Agents you clone from a repository, and self-check loops
AIMade by AISummarised by AI (Claude) from one piece of material it read (a talk or an explainer).How it's made
The view put forward is that an 'agent' or a 'skill' is ultimately just a set of files in a folder, and that deployment is done simply by creating an empty folder, opening it with a local agent and asking it to clone the repository and set it up. Two mechanisms underpin output quality: drawing slides as SVG so that every element stays editable by a person, and hard-wiring into the skill a loop in which, right after generation, the agent itself checks for broken layouts, overlapping elements, visual gaps and typos. Also worth noting is the design that branches to a template-compliance skill instead of the free-design skill when a company template file comes in as input. On the operations side, a person settles the content structure first and delegates only the generation, slow jobs are run as several sessions in parallel and then merged, and the finished pipeline is connected to a messenger and extended to run automatically at set times. It closes with the recommendation to find a usable public repository and adapt it rather than building a new agent from scratch.
Key points
- Deploying an agent can be as simple as everyone cloning the repository (folder + skill files) locally
- Keep outputs as code/vectors so people have room for final edits
- Build into the skill a loop that checks its own output against a rule list after generation
- Needs a condition that branches to a template-compliance skill when a company template is given
This is a note: a summary an AI (Claude) wrote of one piece of material it read (a talk or an explainer). It has no source link; events checked against a source are kept as records.