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Refactor apps so backend owns runtime truth and UI only projects snapshots. Use when tools have split authority. NOT for cosmetic UI work or new features before drift is removed.
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dotfiles の Neovim Treesitter parser runtime を Home Manager と templates のどちらに置くべきか判断し、必要な Nix とドキュメントを更新するためのスキル
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Sync shared repo assets into local ~/.github, ~/.codex, and ~/.claude, and apply MCP settings from the shared canonical runtime catalog. Use when runtime assets are stale or after onboarding a new machine.
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Measure and improve OpenClaw test and plugin-suite performance by investigating slow imports, repeated startup work, and memory use. Compare results before and after changes while preserving test coverage and verifying the affected tests.
Convert text into speech locally with sherpa-onnx and save it as a WAV audio file. After installing the runtime and a voice model, generate audio offline without using a cloud service.
Investigate shipped applications, binaries, packages, and firmware with REA to explain features, compare versions, or guide reconstruction. Use decompiled code and runtime observations where needed, keeping observed facts, inferred behavior, and unresolved questions clearly separated.
Prevent token balances and values from being scaled incorrectly across EVM blockchains. Look up each token's decimal places at runtime, cache them by chain and address, and use precise arithmetic with consistent units.
Use Bun to run JavaScript and TypeScript, manage project dependencies, build applications, and run tests. Includes guidance for choosing between Bun and Node, migrating existing projects, and configuring deployments on Vercel.
Prepare and submit requests to add agents in Paperclip. Check hiring permissions, compare existing configurations, and define the role, instructions, reporting line, and runtime settings, then handle approval and follow-up for linked tasks.
Set up and troubleshoot disposable runtime environments that Orca creates for each workspace. Review recipe settings in orca.yaml, scaffold scripts that create and dispose of environments, and investigate failures reported by the recipe diagnostic command.
Control an Android phone or emulator through Orca using adb, the Android device connection tool. View the device live, perform touch and keyboard actions, install and launch apps, inspect interface structure, and read logs.
Find Python input/output calls that may stall asynchronous backend work, then fix or guard each relevant path with runtime tests. Verify that tests fail when blocking behavior returns and pass after the fix is restored.
Convert chat messages into template strings for local model runtimes such as Ollama or llama.cpp. Optionally route queries among a few registered intents using embeddings, numerical representations of meaning, without calling a model.
Test omo Codex Light edition in an isolated environment using real Codex and a local mock model. Verify installation, plugin hooks, and terminal startup, with captured evidence and no calls to a real model API.
Inspect Vercel websites and apps, check deployment status, and read build and runtime logs to investigate production errors or failed releases. The skill also supports project management and deployment through Vercel’s official MCP server.
Use Multica’s platform rules to manage issues, agents, projects, and automated runs. The skill directs agents to relevant references and explains checks needed before changes that update workspace records or start work.
Find scientific datasets, AI models, methodology posts, and interactive demos through the Hugging Science catalog. Compare candidates for a research task and verify their licenses, input formats, access requirements, and supported ways to run them.
Build and review numerical workflows for MATLAB or GNU Octave, including arrays, tables, graphics, tests, and MAT files. Helps plan release migrations, reproducible projects, and Python integration while checking runtime, compatibility, and license requirements.
Develop and verify changes in a tracked Cherry Studio Electron instance, a running desktop app. Use real UI behavior, logs, and performance measurements to investigate problems, compare fixes, or test a pull request and report the results.
Get answers about Cherry Studio from the installed version’s product information. The skill explains features, settings locations, and shortcuts, provides clickable navigation entries, and helps diagnose connection failures, configuration problems, and runtime errors.
Deploy and operate AI agents with AWS Bedrock AgentCore. Choose services for hosting agents, connecting external APIs, managing credentials and conversation state, monitoring activity, and assessing agent quality through automated evaluations.
Guide an authorized Android security assessment from app inventory and APK acquisition to decompilation, embedded secret checks, exposed component review, runtime inspection, and network traffic analysis. The skill provides documentation and examples rather than bundled executable helpers.
Inspect authorized Android APKs by unpacking files, reading decompiled Java, and observing runtime behavior with Frida. The skill also guides smali bytecode changes, rebuilding and signing packages, and deciding when native .so libraries need further analysis.
Design AI agents that use tools, plan tasks, retain relevant context, and recover from failures. Choose execution patterns, permission boundaries, memory handling, and runtime limits, and assess whether coordinating multiple agents is justified for the task.