Code generation specialist for bridgic-amphibious projects. Takes a task description with optional domain context and produces a complete, runnable project at / /: scaffold via CLI, then adapt the generated amphi.py and write main.py + supporting files following framework best practices.
Configuration specialist for the bridgic-amphibious build pipeline. Drives interactive selection of project mode (Workflow / Amphiflow) and LLM configuration, applies any domain-specific configuration from domain-context/ /config.md, runs the uv environment setup script, and writes the consolidated buildcontext.md…
Abstract exploration methodology. Decomposes a task into an executable plan by probing the target environment with a domain-supplied toolset, and classifies every parameter as stable (known during exploration and reusable across runs) or volatile (must be re-observed each time the plan is carried out). Produces a…
Verification specialist for bridgic-amphibious projects. Receives a generated project, injects debug instrumentation (humaninput signal-file override, loop slicing), runs the program with log monitoring, handles human-in-the-loop interactions, validates results, and cleans up all debug code on success. Scene-agnostic…