Build and review capability packs from research
agent-pack-factory-buildworkflowsetup L3★0
Sheldon-92/TAD ↗What it does
Build 8 agent-adjacent capability packs from NotebookLM
Best for
Building agent-adjacent capability packs where research findings are grounded into tested, reusable prompts.
Inputs
- · source document or file
Outputs
- · structured result object
- · formatted report or summary
- · output files or modifications
Requires
- · Claude agent runtime (Workflow)
Preconditions
- · structured output schema defined
- · Claude agent runtime available
- · file system access for read/write
Failure modes
- · schema validation failure (invalid JSON or required fields missing)
- · agent timeout or inference failure
- · reviewer consensus not reached (oscillation or deadlock)
- · early termination signal (kill signal or max cycles hit)
Trust signals
- · strict structured output schema enforces correctness
- · adversarial review ensures rigor
- · claims traced to source citations
- · kill signals or approval gates prevent bad state progression