Implementation help for public AI tools

KyaniteLabs

Turn public repos into working AI systems.

Bring the Kyanite repo, MCP server, media pipeline, localization pass, or diagnostic you want running. Kyanite helps install it, adapt it to your setup, document the tradeoffs, and leave you with commands you can use again.

Working setup instead of repo archaeology Clear handoff after install and adaptation Open source proof people can inspect
KyaniteLabs crystalline logo on a dark Voronoi technical field

The projects are the proof.

Open the repo, inspect the artifact, and pick the Kyanite build closest to the blocker you want running in your environment.

Repo Intelligence DF devarch-framework Git repository archaeology framework for mining commit history, detecting signals, running 6 analysis vectors, and generating engineering reports. Python // updated 2026-05-29 Media MCP MV mcp-video Video editing MCP server for AI agents with 87 FFmpeg and Hyperframes tools, Python client, and CLI. Python // updated 2026-06-01 Estimation MCP EP Epoch Time estimation MCP server for PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, and schedule risk tools. TypeScript // updated 2026-05-29 Readiness Audit CY checkyourself Local-first production-readiness system for AI-built apps: read-only audits, evidence scores, guided fixes, learning plans, dashboards, CLI, and MCP. Python // updated 2026-05-30 Localization MCP DX DialectOS Spanish dialect localization MCP server and CLI across 25 regional variants with register control, structure preservation, and QA gates. TypeScript // updated 2026-05-30 Creative Coding LM liminal AI creative coding studio for p5.js, GLSL, Three.js, music, video, and model-agnostic generative art workflows. TypeScript // updated 2026-05-29 Living Websites LS liminal-sites Living website evolution engine for AI design directions, runtime skins, taste memory, previews, and repo-native patch planning. TypeScript // updated 2026-05-29 Pattern Synthesis EX Elixis Local-first pattern synthesis engine for identity, brand voice, design systems, naming research, and lens-specific outputs. Python // updated 2026-05-29 Personal OS IN Innerscape Personal growth OS in TypeScript for journaling, emotional check-ins, habits, goals, tasks, sleep logs, decluttering, and self-awareness workflows. TypeScript // updated 2026-05-29 Domain Software OG openglaze Free open-source ceramic glaze calculator, UMF analyzer, CTE estimator, recipe manager, and studio tool for potters and ceramic artists. Python // updated 2026-05-29 Learning Diagnostics DA Dev Learning Archaeologist Forensic git-history learning diagnostic for AI-assisted developers that turns commit history into evidence-backed study plans and HTML reports. JavaScript // updated 2026-05-31 Food Memory AC achiote-food-memory-researcher Folder-based AI food-memory researcher for investigating half-remembered family dishes from sound-alikes, smells, colors, and cultural memory. Claude Project // updated 2026-05-31 Executive Function UC unstuck-coach Executive-function accessibility coach that turns a messy stuck point into one humane next move. CSS // updated 2026-05-30 Field Operations TF tradesflow Portfolio prototype for asset-heavy field-service operators: equipment records, service notes, deficiencies, scheduling, and billing handoffs. TypeScript // updated 2026-05-30 Health Advocacy HA healthadvocate FastAPI health advocacy web app for patient tooling, local LLM exploration, and medical NLP workflows. Python // updated 2026-05-30
Proof categories: MCP, readiness, media, localization, estimation, repo intelligence, creative coding, domain software, personal systems, field operations.

Choose the next move.

Use the gallery as a map: install one of the tools, read the build context, or start with a smaller asset before a scoped implementation conversation.

01 Scoped help

Get a project running

For builders who want mcp-video, Epoch, DialectOS, OpenGlaze, repo diagnostics, or another Kyanite build installed, adapted, and handed off cleanly.

  • Install path, config, and first successful run
  • Adaptation to your repo, workflow, or operating constraints
  • Documentation you can reuse after the call
02 Lab notes

Understand the build

Read the notes behind the project: what the tool does, where it is useful, what still needs care, and how the implementation surface should behave.

  • MCP video editing, localization QA, and estimation notes
  • Implementation checklists and product decisions
  • Plain facts that make the build easier to evaluate
03 Assets

Start smaller

Use templates, workflows, and operator assets when you do not need a full implementation pass yet but want fewer blank-page starts.

  • Claude Code workflows and productization templates
  • Useful before a scoped implementation request
  • Lower-commitment entry point for builders

Bring the blocker.

Tool you need running, repo you need installed, video pipeline you need usable, Spanish QA you need trusted, diagnostic you need explained, or a build you need handed off. If it connects to Kyanite's tools and practice, bring the blocker.

  • Best for builders who want a Kyanite tool working in their real environment.
  • Not a fit for generic consulting, vague vendor inquiries, or unrelated agency work.
  • KyaniteLabs is operated by PuenteWorks LLC.
Message sent. Kyanite will review the context and reply if there is a real fit.