Analyzes patterns across work that got rejected, abandoned, or quietly never shipped. Finds where in the process things die, what the real cause is, and what to change. Individually every killed project has a story; in aggregate they have a pattern, and the pattern is the useful part.

Execution

  1. data-gatherer
  2. pattern-analyzer
  3. stage-analyzer
  4. root-cause-finder
  5. recommendation-engine

The team

Agent

data-gatherer

Collects and normalizes the killed work

@cf/openai/gpt-oss-20b

Agent

pattern-analyzer

Finds what the killed work has in common

@cf/openai/gpt-oss-120b

With image input: @cf/meta/llama-4-scout-17b-16e-instruct

Agent

stage-analyzer

Finds where in the process work dies

@cf/openai/gpt-oss-120b

Agent

root-cause-finder

Separates stated reasons from real causes

@cf/openai/gpt-oss-120b

Agent

recommendation-engine

Produces changes that would actually move the number

@cf/openai/gpt-oss-120b