Build the abi CLI and run the WDBX security demo — int8 embedding compression, additive homomorphic-encryption sum, and a DGHV somewhat-homomorphic eval. Use when asked about WDBX compression ratios, homomorphic encryption, or the secure-demo output. Demo-grade, not security-audited.
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Start here for any Zig work on this Mac. Routes to the eleven zig-* skills covering the toolchain, types, errors, memory, comptime, builtins, the standard library, the std.Io rewrite, the build system, testing, and C interop. Load this before writing Zig from memory, because the installed toolchain is master and has removed constructs that every tutorial and every model still teaches.
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How to use the image_gen and image_edit tool calls in Grok Build: when to build a visual with code instead of generating it, prompt-craft, reference-first handling of real people, factual grounding, and asset-consistency. Load this whenever generating or editing an image is on the table, i.e. when an image_gen or image_edit call is being considered or about to be made. Tool-usage-driven, not triggered by a user merely mentioning images.
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Run or inspect SEA (Sparse Evidence Attention) learning through the real `abi complete --learn` path. The agent REPL has only a session-local `/sea` preference and no `/learn` command.
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Build the abi CLI and drive the WDBX REST server end-to-end — start `abi wdbx api serve` on a loopback port, hit GET /health and GET /stats, and verify ABI_WDBX_REST_TOKEN bearer auth (401 without/with wrong token, 200 with the right one). Use to run/start/smoke-test the WDBX REST API. Loopback only; kills the server on exit.
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Plan abi WDBX vector-store work — in-process KV+vector store, HNSW, WAL/segment persistence, loopback cluster RPC, REST serve, bench, and reference-grade secure demos. Use when asked about wdbx, vector search, persistence, clustering, or the secure demo. Routes to wdbx-roundtrip/api-serve/cluster-serve/bench, secure-demo, abi-superpower-wdbx*, and abi-wdbx-persistence. Demos are reference-grade, NOT production FHE/AES/sharding.
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Plan and execute ABI repo work from the TODO board, roadmap/spec docs, stable Rust 1.99.1 constraints, and validation gates. Use when the user asks to find ABI todos/roadmaps, organize a large implementation from tasks/todo.md, or decide the next safe work slice. Distinct from the goals skill — that skill owns the persistent ledger tasks/goals.md; this skill plans from the active board and north-star specs.
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Grok documentation and configuration help. Use when users ask about setup, configuration, MCP servers, authentication, skills, slash commands, keyboard shortcuts, or any Grok feature. Also use proactively when you detect a user is having trouble with setup or onboarding.
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Build and verify custom Rust winit and wgpu games across native and wasm WebGPU while preserving deterministic simulation, safe async lifecycle ownership, shader contracts, scenario persistence, and honest evidence boundaries.
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Build the abi CLI and smoke-test the one-shot scheduler surface — run `abi scheduler status`, assert the probe task ran to completion (completed=1 total_tasks=1 failed=0), and assert the always-on Prometheus telemetry block. Use to run/smoke-test the abi scheduler, check scheduler stats/status output, or verify the one-shot task-submission accounting after touching abi-core scheduler or telemetry. Fully local; self-terminating one-shot.
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Document the unavailable ABI session save and restore concepts without claiming a live CLI or REPL command. Use when reviewing or planning session persistence or restoration.
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This skill should be used when the user runs /swift, or asks about fixing Swift builds on this Mac: Xcode vs swiftly/TOOLCHAINS, which compiler a Swift tree under ~/dev/active pins (Gama, GamaStudio, Gama qt/, String, Mixed, accountforge, FlipperCompanion, SocialPilot, DeviceConnector, LiveContainer), SwiftData macro errors, repository-selected Swift 6.5-dev snapshots, external SwiftPM scratch paths, ~Copyable verification (-typecheck false passes), Swift Testing #expect on ~Copyable values, --filter matching nothing and exiting 0, or probing main-snapshot language features. Do not use for Rust/abi or general Swift language tutorials.
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Build the abi CLI and benchmark the WDBX vector store (in-process insert/search timing), optionally running the abi-wdbx unit-test suite. Use when asked to benchmark WDBX, measure insert/search latency, profile the vector store, or check benchmark output after a storage change.
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Build the abi CLI and drive a full WDBX persistence round-trip on a scratch segment — db init → block insert → query → db verify — proving the on-disk checkpoint + WAL chain stays valid. Use to smoke-test WDBX persistence/durability after touching the store, checkpoint, or WAL code, or to demo the block lifecycle.
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Build the abi CLI and exercise the SEA (Sparse Evidence Attention) self-learning completion path via `abi complete --learn`. Use when working on ai_learn / complete --learn / evidence recall, or to verify the SEA loop runs and persists. SEA is always linked in the Rust workspace; --sea is a compatibility no-op.
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Build the abi CLI and run a networked WDBX consensus node (`abi wdbx cluster serve <port>`) — background-launch the loopback RequestVote/AppendEntries RPC listener, poll until it is serving, assert readiness, then tear it down. Use when asked to run/start/serve/smoke-test the WDBX cluster node, the consensus RPC listener, or `cluster serve`.
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Check your work with a verification subagent that reviews diffs, runs builds and tests, and evaluates correctness. Read this file for instructions. Use when asked to "check work", "verify changes", "self-verify", "/check-work", "/check", "/verify", or "/self-verify".
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Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a deep code quality audit or an especially harsh maintainability review.
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Audit and repair the health of installed SKILL.md files through the skill-loop MCP server. Use when the user runs /sl, or asks to scan and register skills, check skill health or failure rate, review skills for staleness or broken file references, propose or apply fixes for a broken skill, or see recent skill runs, past amendments, or detection stats. Do NOT use to author a new skill (use create-skill), to answer Grok configuration questions (use help), or to propagate skills to other CLIs (use sync-clis).
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Build the abi CLI and drive the interactive diagnostics dashboard (`abi dashboard` / `abi tui` / `abi --tui`) through a tmux pty — launch it, screenshot/capture the rendered pane, assert it painted, send the quit key, tear down. Use to run, launch, screenshot, or smoke-test the abi TUI/dashboard headlessly. The one abi surface that needs a real terminal.
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Plan abi SEA (Sparse Evidence Attention) self-learning work — evidence-augmented completion, 8-signal scorer, EMA modulator persistence, and constitution audit. Use when working on ai_learn / complete --learn / evidence recall. Routes to sea-learn-loop, abi-superpower-sea, abi-superpower-constitution, and sea-learning-controller.
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Plan abi TUI/dashboard work — the interactive diagnostics dashboard and agent REPL. Use when asked about abi tui / dashboard, pane selection, slash commands, or the raw-mode editor. Routes to run-tui, dashboard-smoke, and abi-superpower-tui. A headless fallback exists; tmux is only for the interactive refresh loop.
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ABI MCP JSON-RPC server skill for the frozen 12-tool stdio surface and custom loopback HTTP compatibility listener.
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Synchronize ABI Markdown and docs claims with executable behavior. Use before editing README, AGENTS.md, CLAUDE.md, GEMINI.md, docs/**/*.mdx, walkthroughs, changelogs, or any old ABI Markdown that mentions WDBX, MCP, GPU, clustering, compression, FHE, agents, or benchmarks.
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