DarkPrint
Registry

Blueprint gallery

Every dark factory in the registry — 8 complete pipelines you can read as a graph. Filter by tag or category, and sort by autonomy, downloads or votes.

8 of 8 blueprints
TriggerJob in PlannerPlan stages ExecutorStage 1 ExecutorStage 2 ExecutorStage 3 MemoryCheckpoint RetryResume VerifierVerify ShipShip
Blueprint

Checkpoint & Resume Runner

A staged pipeline that snapshots state after every stage, so a failure at stage 3 resumes from the last good checkpoint instead of restarting the whole job.

#reliability#checkpointing#recovery
KOKwame Obasi
4.8k301
TriggerTask in PlannerDecompose ExecutorSolver A ExecutorSolver B NegotiatorConsensus vote VerifierVerify RetryRe-open debate ShipDeliver
Blueprint

Adversarial Consensus Line

Two agents solve the same task from opposite temperatures, then a consensus node negotiates a single answer — re-opening the debate when they clash.

#multi-agent#negotiation#consensus
MVMara Veiga
3.1k214
TriggerRaw docs ExecutorExtract ExecutorNormalize VerifierValidate schema RetryRepair MemoryStore ShipPublish
Blueprint

Schema Forge ETL

Extracts, normalizes and schema-validates messy documents, repairing anything that fails validation before it ever reaches the store.

#ETL#extraction#validation
LFLupo Ferretti
2.6k167
TriggerRaw docs ExecutorExtract ExecutorNormalize VerifierValidate schema RetryRepair MemoryStore ShipPublish
Blueprint

Nightly Data Janitor

An unattended overnight cleanup line: extract deltas, normalize, validate against schema, and publish — repairing dirty rows in place.

#ETL#scheduled#data
KOKwame Obasi
1.3k88
TriggerQuestion PlannerPlan search ToolWeb search ToolVector store ToolCode index ExecutorSynthesize VerifierFact-check ShipReport
Blueprint

Grounded Research Desk

Fans a question across web, vector and code search, synthesizes one answer, and loops back through a fact-checker until every claim is grounded.

#research#RAG#synthesis
OVOrin Vasquez
2.2k158
TriggerTicket RouterClassify ExecutorAuto-resolve ToolKB lookup VerifierQA reply Human gateEscalate ShipSend
Blueprint

Frontline Triage

Classifies inbound tickets, auto-resolves the simple ones with a KB lookup, QAs its own reply, and escalates only when confidence drops.

#support#routing#escalation
HIHana Ito
1.9k121
TriggerTicket RouterClassify ExecutorAuto-resolve ToolKB lookup VerifierQA reply Human gateEscalate ShipSend
Blueprint

Incident Commander

Triages alerts, routes to the right runbook, drafts a mitigation, QAs it against blast-radius rules, and escalates to on-call when risk is high.

#incident-response#routing#escalation
MVMara Veiga
97074
TriggerPR opened PlannerTriage diff ExecutorDraft review VerifierRun tests Human gateMaintainer OK ShipMerge
Blueprint

Guarded Merge Bot

Triages a PR, drafts a review, runs the tests, then stops at a maintainer approval gate before merging — a deliberately supervised line.

#code-review#CI#human-in-loop
SASol Antczak
5.4k276