67 lines
2.5 KiB
Markdown
67 lines
2.5 KiB
Markdown
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# AI Tools Org Assessment — Implementation Tracker
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**Issue:** #1119
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**Research by:** Bezalel
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**Date:** 2026-04-07
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**Scope:** github.com/ai-tools — 205 repositories scanned
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## Summary
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The `ai-tools` GitHub org is a broad mirror/fork collection of 205 AI repos.
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~170 are media-generation tools with limited operational value for the fleet.
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7 tools are strongly relevant to our infrastructure, multi-agent orchestration,
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and sovereign compute goals.
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## Top 7 Recommendations
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### Priority 1 — Immediate
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- [ ] **edge-tts** — Free TTS fallback for Hermes (pip install edge-tts)
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- Zero API key, uses Microsoft Edge online service
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- Pair with local TTS (fish-speech/F5-TTS) for full sovereignty later
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- Hermes integration: add as provider fallback in text_to_speech tool
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- [ ] **llama.cpp** — Standardize local inference across VPS nodes
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- Already partially running on Alpha (127.0.0.1:11435)
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- Serve Qwen2.5-7B-GGUF or similar for fast always-available inference
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- Eliminate per-token cloud charges for batch workloads
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### Priority 2 — Short-term (2 weeks)
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- [ ] **A2A (Agent2Agent Protocol)** — Machine-native inter-agent comms
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- Draft Agent Cards for each wizard (Bezalel, Ezra, Allegro, Timmy)
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- Pilot: Ezra detects Gitea failure -> A2A delegates to Bezalel -> fix -> report back
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- Framework-agnostic, Google-backed
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- [ ] **Llama Stack** — Unified LLM API abstraction layer
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- Evaluate replacing direct provider integrations with Stack API
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- Pilot with one low-risk tool (e.g., text summarization)
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### Priority 3 — Medium-term (1 month)
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- [ ] **bolt.new-any-llm** — Rapid internal tool prototyping
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- Use for fleet health dashboard, Gitea PR queue visualizer
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- Can point at local Ollama/llama.cpp for sovereign prototypes
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- [ ] **Swarm (OpenAI)** — Multi-agent pattern reference
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- Don't deploy; extract design patterns (handoffs, routines, routing)
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- Apply patterns to Hermes multi-agent architecture
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- [ ] **diagram-ai / diagrams** — Architecture documentation
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- Supports Alexander's Master KT initiative
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- `diagrams` (Python) for CLI/scripted, `diagram-ai` (React) for interactive
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## Skip List
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These categories are low-value for the fleet:
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- Image/video diffusion tools (~65 repos)
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- Colorization/restoration (~15 repos)
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- 3D reconstruction (~22 repos)
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- Face swap / deepfake tools
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- Music generation experiments
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## References
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- Issue: https://forge.alexanderwhitestone.com/Timmy_Foundation/the-nexus/issues/1119
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- Upstream org: https://github.com/ai-tools
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