understand-anything
claudeAI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Find voices, generate speech, transcribe audio and benchmark AI models with Inworld.
Plugin inworld from marketplace inworld in inworld-ai/plugin. Commands read from the repo's manifest — 5 days ago.
This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.
add-decisionsAdd probability-based classification, scoring and routing with Inworld Decisions. Use for model judgments that need confidence thresholds.
add-llmConnect app LLM calls to Inworld inference and routing. Use for OpenAI/Anthropic-compatible integrations, model fallbacks or provider switches.
add-realtimeBuild two-way voice agents with STT, LLM and TTS. Use for realtime conversations, phone agents, interruptions and tool calls.
add-streaming-sttAdd live captions or dictation with speaker labels, vocabulary hints and reliable final transcripts. Use for streaming audio, not recordings.
add-streaming-ttsStream Inworld speech into an existing app or voice-agent loop. Use when playback should start before synthesis finishes.
add-transcriptionTranscribe audio files and long recordings with speaker labels, timestamps and vocabulary hints. Use for meetings, podcasts and call archives.
add-voiceAdd natural speech to one app feature with Inworld TTS. Use to select a voice, audition delivery and integrate speech output.
benchmark-modelsBenchmark Inworld inference on your app's requests against its existing provider. Compare latency, cost and quality before choosing a model.
benchmark-sttBenchmark speech recognition on recordings or live replays. Compare transcript accuracy, speaker labels, latency, failures and cost.
configure-routerConfigure and test model routing, fallbacks and weighted A/B variants. Use for saved Inworld routers and conditional request routing.
connectConnect your Inworld account using the coding agent's secure API-key settings. Use for first-time setup or missing credentials.
custom-voicePrepare recordings for instant or professional voice cloning. Use for speaker isolation, training audio, IVC/PVC creation and integration.
doctorCheck Inworld configuration offline before making API calls. Use to inspect credentials, permissions, audio formats and streaming setup.
find-voiceDescribe a voice and audition matches on your own script. Use for voice discovery, comparisons, custom voice design and delivery direction.
generate-imageGenerate or edit images with Inworld's image models. Use for text-to-image, reference-guided edits and requested output comparisons.
generate-videoGenerate videos and manage existing Inworld video jobs. Use for text or reference inputs, status checks, cancellation and downloads.
latencyMeasure streaming speech latency and find bottlenecks in a voice app. Use for time to first audio, model selection and slow conversations.
migrateMove an existing text-to-speech integration to Inworld. Use to map voices and formats, preserve a provider switch and verify the app's speech.
pronunciationCreate and test reusable pronunciation dictionaries for Inworld TTS. Use for brand names, specialist terms and consistent speech.
setupSet up Inworld voice APIs in a project. Use for a first speech integration, reusable clients and working TTS or transcription examples.
speakable-textPrepare LLM replies for speech with verbatim IDs, pronunciation, pauses and delivery tags. Use when spoken names or alphanumerics sound wrong.
test-conversationTest voice conversations with offline scenarios and event-log checks. Use for interruptions, pauses, tool calls, reconnects and finalization.
test-voiceCatch speech regressions across voice, model, pronunciation and delivery changes. Use for frozen test lines, listening evidence and offline reports.
troubleshootDebug Inworld API errors using official docs and diagnostics. Use for authentication failures, unexpected responses and broken integrations.
inworldruns: node ${CLAUDE_PLUGIN_ROOT}/launcher.mjs
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
Rewrite AI-sounding text so it reads like the writer without changing what it says.
1 skill
AI memory system — mine projects and conversations into a searchable palace. 47 MCP tools, auto-save hooks, guided setup.
3 skills · 6 commands · 1 MCP server · hooks
Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.
2 commands
Eval-gated LLM fine-tuning lifecycle (LoRA/QLoRA, DPO, GRPO/RLVR, vision SFT, quantized export). Use when fine-tuning an open-weights model end-to-end: building the eval harness first, selecting method and model, preparing data, training with Unsloth or TRL, gating checkpoints, and exporting GGUF/FP8.
10 skills · 2 commands · 3 agents
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