AI Pipelines
Scope Audit Pipeline
Automated project scope monitoring — detects scope creep against build plans.
Scope Audit Pipeline
The scope-audit pipeline runs via cron and compares active client tasks against their approved build plans to detect scope creep.
Quick Reference
| Field | Value |
|---|---|
| Trigger | Cron only — not user-triggered |
| Domain | Operations |
| Model | Opus |
| Requires | Notion API access, client folder with build-plan.md |
| Output | Scope analysis at .output/reports/scope-audit-[client].md |
What It Does
- Fetches all active tasks for each client from Notion
- Reads the client's
build-plan.mdfrom the knowledge vault - Compares each task against the deliverables defined in the build plan
- Flags tasks that fall outside the agreed scope
- Calculates estimated cost of out-of-scope work using the configured hourly rate
- Writes the analysis report
Output Format
- Status — green (all in scope) or red (scope creep detected)
- In-scope tasks with build-plan references
- Out-of-scope tasks with estimated hours and cost
- Recommendation on whether to flag with the client
Requirements
- Notion API accessible
- At least one active client
- Client folder with
build-plan.mdandcontext.yaml