Plan abi GPU/backend work — Metal on macOS, deterministic CPU fallback, and disclosed capability-only CUDA/Vulkan/ANE rows. Use when asked about GPU/backends, why accelerated=false, or when planning backend work. Routes to backend-diagnostics and abi-superpower-gpu and never promotes a compiled adapter to executed acceleration.
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Plan abi MCP server work — the 12-tool JSON-RPC 2.0 stdio surface plus its custom loopback HTTP compatibility listener. Use for abi-mcp, tools, transports, or middleware.
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This skill should be used when the user asks what a modern idiom looks like for error handling, types, or modularity in Rust — e.g. 'show me the modern way to do this', 'what's the idiomatic Rust pattern here' — while implementing a refactor.
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Build the abi CLI, list the generated plugin registry, and execute bundled plugins through `plugin run` to confirm each dispatches its real run() (not PluginNotFound or a generic ack). Use when adding/changing plugins or verifying the registry + run-dispatch wiring.
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Plan, execute, and validate a codebase modernization or refactor with clean-slate thinking while preserving semantics. Use when the user asks how to approach a rewrite vs incremental change or what the risk is (strategy), is ready to apply a refactor plan safely (implementation), or asks whether a refactor broke anything or is complete (validation).
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Maintain the Abbey / Aviva / Abi Discord system prompts in the Rust abbey-bot (`src/ask.rs`) and keep the hosted Grok bots (Grok Bot Abbey, Aviva Grok) in step with them. Use when the user says "improve grok bots", "abbey prompt", "persona prompt", "ask.rs", "system prompt", "tip floor", asks to change how Abbey/Aviva/Abi speak on Discord, or after an abbey-bot PR merges and the hosted bot's tip floor needs bumping. Runs as /abbey-system-prompt.
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Validate ABI MCP JSON-RPC stdio and its custom loopback HTTP compatibility endpoint, including auth, limits, notifications, and shutdown.
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Review ABI's 16 compiled-in plugin fixtures, manifest validation, manual bundled registry, and real CLI/MCP run dispatch without claiming dynamic loading.
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Coordinate ABI codebase health, skill telemetry, bundled-plugin runtime checks, ABI Mega inventories, stable Rust 1.99.1 gates, and cross-CLI skill synchronization. Use for full ABI health reviews and claim-honest skill/plugin improvement cycles.
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Constitution governance superpower. 6-principle response audit with E-score, veto, and surfaced telemetry.
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TUI/dashboard superpower. Launch interactive agent REPL, diagnostics dashboard panes, and slash commands via real abi CLI paths. Use when working on abi tui / dashboard / agent tui. There is no /abi-superpower-tui binary.
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WDBX cluster superpower. Raft/RPC plus signed membership, exact replication/read repair, deterministic placement/rebalance, and authenticated single-host multi-process proof.
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