anon987654321
anon987654321
/ gist:c3f088c9ad284734af301c54bece647c
Last active
February 23, 2026 23:24
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| From: MASTER2 Unified Improvements | |
| Subject: [PATCH] All fixes + domain knowledge restoration | |
| Covers: | |
| Fix 1: Axiom count derived from live DB | |
| Fix 2: data/design.yml restored to OWN_PRIORITY | |
| Fix 3: Pre-commit hook — ruby -c only, no kill | |
| Fix 4: Commands.dispatch — single Result type | |
| Fix 5: GroundedContext::safe_read logs errors | |
| Fix 6: AgentFirewall :needs_review wired to gate |
anon987654321
/ gist:8ce9abb062f6d9b75683676bcbdd3e45
Last active
February 22, 2026 12:17
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| Let me dig deeper into both the system prompts repository and the actual MASTER2 codebase to find more specific patterns.Now let me read the actual MASTER2 source files to understand the real implementation gaps:Now let me get the deeper system prompt files — the Anthropic directory, the Warp agent, and Fellou browser, which contain the most architecturally rich patterns:Now I have deep access to both the actual MASTER2 source code and the full production system prompts. Let me synthesize this into a thorough architectural analysis. | |
| --- | |
| # MASTER2 Deep Architectural Redesign — 15 Opportunities Extracted from Production AI Systems | |
| After reading the actual source code of MASTER2 (`pipeline.rb`, `executor.rb`, `executor/react.rb`, `executor/tools.rb`, `stages.rb`, `result.rb`) alongside the full leaked system prompts from Claude Code 2.1.50, Claude Opus/Sonnet 4.6, Claude Cowork, Claude in Chrome, Claude for Excel, OpenAI Codex CLI, OpenAI o3, GPT-5.1 (all variants), Gemini 3 Pro/Fast, Gemini CLI, Gemini Wor |
anon987654321
/ gist:81f018e537fec64f40649dc91c91c1c5
Created
February 16, 2026 23:32
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| rg69.html: <!DOCTYPE html> | |
| <html lang="en" data-theme="dark"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no"> | |
| <meta name="description" content="RG-69 browser beat machine — boom-bap, dub, industrial techno, ethio-jazz, afrobeat, trap, bossa nova. Layered synthesis, micro-timing, lo-fi processing."> | |
| <meta property="og:title" content="RG-69 Beat Machine"> | |
| <meta property="og:description" content="Browser beat machine with layered synthesis, micro-timing, and lo-fi processing. 13 genres, 30+ drum patterns."> | |
| <meta name="apple-mobile-web-app-capable" content="yes"> | |
| <title>RG-69 Beat Machine</title> |
anon987654321
/ 3
Created
February 7, 2026 05:26
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| Let me first load the code search ability and then examine the current state of the MASTER2 folder to do a proper deep review.Now let me look at the current state of the MASTER2 directory to do a thorough review.Now let me get the remaining key files to complete the deep review:Now I have a thorough understanding of the MASTER2 codebase. Let me compile the deep review. | |
| --- | |
| # Deep Review: `MASTER2/` in `anon987654321/pub4` | |
| ## 1. Executive Summary |
anon987654321
/ 2
Created
February 7, 2026 04:34
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| Copilot said: That boot sequence is clean. Here's what | |
| That boot sequence is clean. Here's what MASTER2's will look like — same dmesg format, but reflecting the actual MASTER2 architecture (3-stage pipeline, adversarial council, axiom validation, budget/circuit system): | |
| Code | |
| MASTER 4.0.0 (PIPELINE) #1: Fri Feb 7 22:15:11 UTC 2026 | |
| dev@dev.openbsd.amsterdam:/home/dev/pub4/MASTER2 | |
| mainbus0 at root | |
| cpu0 at mainbus0: Intel(R) Xeon(R) CPU E5-2667 v3 @ 3.20GHz | |
| openbsd0 at mainbus0: OpenBSD 7.8 | |
| ruby0 at openbsd0: ruby 3.4.6 |
anon987654321
/ 1
Created
February 7, 2026 04:01
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| ● Interesting self-critique from MASTER. The tension is real: MASTER2 has governance scaffolding (council, | |
| axioms, debate) but lacks the actual code transformation engine it's supposed to govern. | |
| Two directions: | |
| 1. Strip to core — Remove council/debate/axioms, keep: LLM calls (ruby_llm), stages (compress → ask → | |
| render), budget/circuit breaker. Add actual code parsing (parser gem, prism, or tree-sitter). | |
| 2. Keep governance, add teeth — The council/axiom system isn't useless if it gates real code changes. Add | |
| AST parsing + transformation, let the council vote on whether a refactor is safe. |
anon987654321
/ log.txt
Created
February 5, 2026 21:56
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| # 🔥 **MASTER Framework Analysis: Architecture Patterns for Your System** | |
| I've analyzed the **MASTER** folder in your `pub4` repository. This is an incredibly sophisticated **self-modifying AI framework** built in pure Ruby with a constitutional principle system. Here's my comprehensive analysis and recommendations on how concepts from the architecture repos can enhance it: | |
| --- | |
| ## **📊 What MASTER Is** | |
| ```yaml | |
| Type: Self-modifying LLM Operating System |
anon987654321
/ log.txt
Created
February 5, 2026 21:56
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| Yes, of course! 😄 | |
| Here are both things you asked for: | |
| 1. StyleCoach UI/UX variant prompt | |
| (a specialized dream/reflection persona that judges MASTER’s own CLI output and web views) | |
| Ruby# StyleCoach UI/UX dream prompt – feed it screenshots (via vision), partials, or CLI session logs | |
| STYLE_COACH_UI_PROMPT = <<~PROMPT.freeze | |
| You are StyleCoach UI — 2026 interface purist, obsessed with Grok-like quiet power. | |
| Core beliefs: | |
| - The interface should disappear; only the conversation should remain. | |
| - Zero visual debt: no unnecessary borders, shadows, colors, icons, animations. |
anon987654321
/ test2.txt
Created
February 5, 2026 21:25
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| Yes, let's push MASTER further toward being a more capable, self-correcting agent with better real-world interaction. | |
| Here's a focused update incorporating your requests: | |
| Real tool-calling in ReAct — expanded with more realistic stubs that mimic actual integrations. | |
| browse_page now uses Ferrum (Ruby CDP browser automation gem) to fetch real page source + take screenshots. | |
| Screenshot is base64-encoded and could be sent to a vision-capable LLM (e.g., Claude-3.5/4 with vision, GPT-4o, Gemini, etc.) for visual reasoning/navigation aid → ultimate scraper pattern. | |
| Added web_search stub (easy to hook to real API like Serper, Tavily, or your own wrapper). | |
| code_execution stub kept simple (could sandbox with actual Docker or similar later). | |
| Critique strength → retry count influence — now linear mapping: lower strength → more retries (up to MAX_RETRIES). |
anon987654321
/ test.txt
Created
February 5, 2026 21:24
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| Here are several fun ways to manipulate your PowerShell script to make Piper TTS sound funny, strange, or robotic. Since Piper is neural TTS, standard "robot" filters don't apply, so we have to break the neural logic or the text input to get weird results. | |
| 1. The "Chipmunk" & "The Sloth" (Speed Manipulation) | |
| The easiest way to change the "vibe" is to change the speaking speed. Piper uses the --length_scale flag. | |
| Values < 1.0: Makes it faster and higher pitched (Chipmunk/Caffeinated). | |
| Values > 1.0: Makes it slower and deeper (Zombie/Demon). |
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