AI Tools

Tools are opened gradually as they become usable.

This socket is the main launch hub for agent workflows, workflow automation, voice systems, content engines, and technical case studies.

Each card tells you what already works, what is still being prepared, and whether the tool is planned, building, preview, or case-study only.

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AI Tool Socket

Tools open one by one as they become usable.

Each tool card shows its current stage, what already works, what is still being prepared, and where the visitor can go next.

Launch category

Planned

Launch category

Building

Launch category

Preview

Launch category

Case Study

Accounting Ops Automation

Business automation / settlement workflow

BuildingPrivate Demo

A workflow system for organizing ecommerce, PG, bank, card, and receipt files into review-ready outputs.

Current

CSV/XLSX data ingestion

Settlement summary generation

Mismatch and review item classification

Preparing

PDF and image OCR candidate extraction

Confidence-based auto posting suggestions

Human-in-the-loop review queue

Availability

Private workflow only. Request-based preview while the operator flow is still being hardened.

settlement workflowreview queuehuman-in-the-loopreconciliationworkbook export

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Safe Code Agent

AI coding workflow skill

Public PreviewPublic Release

Inspect-first agent workflow for safer code edits, scoped approvals, and evidence-based verification.

Current

Risk-based mode routing

Pre-approval planning for risky work

Evidence-oriented verification reporting

Preparing

Broader adoption examples

More packaged usage guides for non-repo contexts

Additional release proof around workflow reuse

Availability

Public repository available now. Broader packaged rollout stays in preview mode.

coding-agent skillrisk routingpre-approval planningminimal patchevidence report

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ArcApps Voice Lab

Realtime voice AI prototype

Private PreviewPrivate Demo

A bilingual WebRTC calling prototype that separates original and translated audio paths for lower-friction cross-language demos.

Current

Bidirectional translated-audio routing

Local worker and WebRTC demo path

Browser acceptance diagnostics

Preparing

Wider preview access rules

Safer external demo packaging

Clearer hosted preview boundary

Availability

Controlled local demo only. Public access is not open yet.

voice inputSTTtranslationTTS outputrealtime connection

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Novel Cognitive Engine

AI writing system

ExperimentCase Study

Novel Cognitive Engine workspace preview

A continuity-aware writing engine for long-form fiction planning, retrieval, workspace memory, and chapter generation.

Current

Workspace memory

Entity and continuity context

Chapter generation workflow

Preparing

Stronger public narrative around who this is for

Additional proof captures beyond repository documentation

A clearer boundary between experiment and product candidate

Availability

Experimental engine and repository surface. Not positioned as a public product service.

retrieval layerworkspace memoryentity statechapter generationFastAPI backend

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AssetForge

Procedural content pipeline

Case StudyCase Study

A recipe-driven toolkit for generating lowpoly assets, biome layouts, previews, exports, and release-ready packages.

Current

Recipe-driven asset generation

Preview and export packaging

Smoke verification for release hygiene

Preparing

More polished public proof media

Additional workflow walkthroughs

Clearer field-test reporting from the studio side

Availability

Technical case-study surface. Repository exists, but the site does not present it as an opened end-user tool.

socketanchor pointattachment pointpivotorigin

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AI Audio Mastering

Audio analysis and mastering workflow

Public PreviewPublic Release

Audio analysis, mastering-chain planning, DSP reports, and release packaging for AI-assisted mastering workflows.

Current

Loudness, spectrum, dynamics, and stereo analysis

Mastering-chain planning

QC-style report outputs

Preparing

A clearer product boundary for the Pro direction

More release-proof examples and walkthroughs

Cleaner onboarding for non-audio-engineering users

Availability

Community analysis layer is visible, while the fuller product direction remains in planning.

loudness analysisspectrum analysisdynamicsstereo imagemastering chain

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