Identify orphaned Connect Labs artifacts not referenced by current opportunities.
npx skills add https://github.com/dimagi-internal/ace --skill sweep-labs
Please help me install this Agent Skill. Skill: sweep-labs Source: https://github.com/dimagi-internal/ace/tree/main/skills/sweep-labs Command: npx skills add https://github.com/dimagi-internal/ace --skill sweep-labs
Connect Labs environments accumulate orphaned workflows, pipelines, synthetic opportunities, solicitations, funds, reviews, and responses that are no longer referenced by any active Connect opportunity, creating clutter, increasing the risk of accidental use of outdated assets, and complicating compliance and audit processes.
Invoke the sweep-labs skill to scan your Connect Labs environment for orphaned artifacts, review the generated triage report, and execute approved deletions after human confirmation.
High-intent search queries and answers about installing and using this skill.
To clean up orphaned Connect Labs workflows and pipelines, the sweep-labs skill diffs your Labs inventory against active Connect opportunities to identify all unlinked artifacts. It scores each artifact by confidence to prioritize high-impact cleanup targets for safe removal.
Orphaned artifacts in Connect Labs are workflows, pipelines, solicitations, funds, reviews, and responses no longer referenced by any active Connect opportunity. They create clutter, increase the risk of using outdated assets, and complicate compliance and audit processes.
Yes, you can run a report-only recommendation mode to triage orphaned Connect Labs artifacts before making any changes. This mode identifies unlinked workflows and pipelines for review, ensuring controlled execution mode only mutates explicitly human-approved items.
Yes, identifying orphaned Connect Labs artifacts requires access to the live-set file generated by the sweep-live-set skill. You also need valid Labs MCP credentials and must comply with the orchestrator's human-confirmation gate for all deletion operations.
Built-in guardrails protect active Connect Labs assets by enforcing cascade deletion protections and in-use asset checks. The controlled execute mode only mutates explicitly human-approved items after passing the orchestrator's human-confirmation gate, preventing accidental removal of engagement-containing records.
You should not use automated pipeline cleanup for Connect opportunities when bypassing the human-confirmation gate, as the orchestrator requires explicit approval for all mutations. Additionally, without a valid live-set file, the sweep cannot accurately diff Labs inventory against active opportunities.
dimagi-internalParse opp.yaml and run_state.yaml files to generate a timestamped live-set.yaml artifact.
dimagi-internalPrune outdated per-opportunity run folders in ACE Google Drive.
dimagi-internalCentralize Gmail send, reply, search, and read operations for ACE skills.
dimagi-internalGenerate schema-compliant Connect Labs solicitation payloads from program design documents.
