Public knowledge + tools
Build the workflow.
Prove the path.
DecaCap’s discovery layer is a connected operating reference: interactive tools, authored configurations, evidence tiers, exact-error repair, repeatable measurements, roles, local setup, and task-specific documentation.

Ten connected systems
Useful before, during,
and after a model run.
Every page keeps private Workbench content, keys, uploads, outputs, pairing data, and training material out of the public layer.
Architect
Design a coherent Solo, Collaboration, or Dual workflow and download a provider-neutral configuration.
Open resource →02Configuration libraryRecipes
Start from authored stage structures that preserve your provider and model choices.
Open resource →03Evidence observatoryCompatibility
Separate wired adapters, vendor documentation, local contract tests, and exact-model verification.
Open resource →04Error decoderTroubleshooting
Paste an exact visible error and follow the smallest evidence-backed repair path.
Open resource →05Research reportsBenchmarks
Inspect original, repeatable workflow-engine measurements and download the exact runner.
Open resource →06EncyclopediaRoles
Understand what every primary and support role changes without exposing proprietary hidden headers.
Open resource →07Interactive toolHardware checker
Estimate local inference and adapter-training fit as separate decisions.
Open resource →08Release centerLocal Companion
Download, verify, install, update, and remove the user-owned loopback companion.
Open resource →09DocumentationTask guides
Follow dedicated setup, workflow, local-model, training, diagnosis, export, and embed instructions.
Open resource →10Practice libraryUse-case hubs
Go deep on writing, games, software, research, education, and private AI.
Open resource →Useful claims stay labeled.
- WiredThe DecaCap adapter exists in the deployed source.
- Vendor-documentedThe current official provider documentation supports the interface claim.
- Verified runA timestamped exact-model probe actually passed. Documentation alone never earns this label.
- EstimateA hardware or workflow calculation that still requires a real local test.