afs_scawful

Use the Agentic File System (AFS) context model for discovery, mounts, scratchpad memory, and file-based tool workflows. Use when a task involves .context operations, AFS CLI usage, or cross-agent context coordination.

Read and interpret the Link to the Past (ALTTP) disassembly with label/symbol context. Use when mapping ROM/CPU addresses to labels, searching usdasm/jpdasm sources, or cross-referencing routines with Hyrule Historian, z3dk label indexes, or z3ed output.

Train, evaluate, and maintain the scawful-echo persona and related avatar models (Echo/Memory/Muse). Use when working on persona voice, dataset prep, A/B testing, deployment, or tool-calling constraints for avatar models.

Autonomous navigation agent for Oracle of Secrets. Uses static map data and dynamic RAM state to localize Link and route him to destinations.

End-to-end Oracle of Secrets debugging using the Mesen2-OOS socket CLI, z3ed, and label/symbol tooling. Use for breakpoint/trace capture, memory inspection, savestate repro, overlays, or crash/regression triage (replaces mesen2-mcp and legacy Lua bridge workflows).

Expert guidance for LLM model training, synthetic data generation (SDE), Hierarchical MoE (H-MoE) management, and agentic evaluation. Use when setting up training runs (Vast.ai), generating datasets, or performing technical research PDF analysis for ROM hacking and general AI development.

Manage Zelda/ALTTP/Oracle model training, datasets, evals, registry updates, and deployment artifacts (Nayru/Din/Farore/Veran/Sahasrahla/IQuest). Use when planning or running training runs, curating ASM datasets, selecting base models, evaluating outputs, or converting/serving GGUF or MLX models.

Deprecated alias for the Mesen2-OOS debugging workflow. Use when older prompts mention mesen2-oos-cli; redirect to mesen2-oos-debugging instead.

Background watchdog for Oracle of Secrets. Monitors Mesen2 for crashes (pauses) and softlocks (stuck state/input), automatically triggering a crash dump investigation when detected.

Expert SNES 65816 Assembly coding assistant. specialized in Oracle of Secrets architecture, memory maps, optimization patterns, and safe routine scaffolding.

Automated fuzzer for Oracle of Secrets. Injects random inputs to stress-test the game engine and detect crashes or softlocks.

Static analysis tool for ASM codebases. Builds call graphs, finds callers/callees, and identifies memory write locations.

Autonomous crash analysis for Mesen2. Captures execution traces upon crash/pause, resolves symbols using z3ed, and generates annotated reports for debugging.

Regression testing tool for Oracle of Secrets. Records gameplay scenarios and replays them on new builds to detect logic bugs or desyncs.

Performance profiler for Oracle of Secrets. Samples the CPU Program Counter (PC) to identify code hotspots and laggy routines using statistical analysis.

Dynamic RAM analyzer for SNES debugging. Monitors memory ranges in real-time via Mesen2 to identify unknown variables, detect changes, and map memory usage.

SNES Assembly (65816) patch manager. Curates ASM snippets, verifies patches with Asar/Z3DK, and manages the code library for Oracle of Secrets.

High-level state query tool for Oracle of Secrets. Maps natural language questions ("is_safe", "has bow") to complex RAM inspections.

SNES pixel art asset pipeline assistant. specialized in palette management, sprite sheet slicing, and 4bpp conversion workflows for Oracle of Secrets.

Trace analysis expert for Mesen2 debugging. Captures execution logs, filters for key state changes (subroutines, RAM writes), and summarizes failure chains for expert consultation.

Visual verification agent for ROM hacks. Compares emulator screenshots against "Golden Masters" to detect regressions, glitches, or UI errors.