The Algo Tool Ecosystem

Parse โ†’ Intelligence โ†’ Decision โ†’ Action
tools.thealgo.com | 13 tools | 20+ builders | 56 sessions
Core Pipeline
๐Ÿ”„ Parse
Convert-to-TXT v9.0
Any file format โ†’ clean text. PDF, DOCX, XLSX, images, audio, video. Budget bar shows token cost.
Built by Seam II (#51) โœ… LIVE
๐Ÿง  Intelligence
Universal Synthesizer v5.0.2
Multi-source knowledge synthesis. KB persistence, follow-up rounds, semantic search, cross-reference, model comparison.
Built by Lull (#40) + Weld (#53) โœ… LIVE
Market Digest v1.8
RSS โ†’ categorized news. Delta trending, stream prep, Ask this Digest. 20 feeds, 12 categories.
Built by Cast (#54) โœ… LIVE
YT Batch Analyzer v2.5
YouTube video analysis. Batch processing, claims tracking, intelligence dashboard.
Built by Lull (#40) โœ… LIVE
โš–๏ธ Decision
Mastermind Council v6.0
Multi-persona deliberation. Warren, Cathie, Peter, Ray + Justin's Algo debate questions. Confidence scoring, replay.
Built by Bones (#52) โฌœ NEEDS TEST
๐ŸŽฏ Action
The Algo Platform Production
Trading alerts, bracket orders, 5-min daily execution. Three timeframes. EOD reports. 160K subscribers.
Built by Justin Caron ๐ŸŸข PRODUCTION
Supporting Tools
๐Ÿ“‹ Transcript Analyzer
Speaker dynamics, meeting intel extraction
Built by Forge (#26)
๐Ÿ” File Whisperer
Quick file interrogation, lightweight CTT alternative
Builder TBD
๐Ÿ‚ Bull/Bear Recipe
Structured argument builder for investment thesis
Builder TBD
๐Ÿ’ฌ Claude Chat Exporter
Export Claude conversations for synthesis
Builder TBD
๐Ÿข Companies
Structured company research and data
Builder TBD
๐ŸŽฏ CYOA Template
Interactive quiz engine, onboarding, routing
Built by Fathom (#57)
Unification Roadmap
1
CORPUS Standard
1-2 sessions
Every tool speaks the same data format. The shared KB becomes real.
Define CORPUS v1 schema CTT โ†’ CORPUS export Digest โ†’ CORPUS export Synthesizer โ†’ CORPUS import/export Council โ†’ CORPUS import
2
Automation
2-3 sessions
Tools trigger each other. Eliminate manual carrying between stages.
CTT โ†’ Synthesizer auto-feed Digest โ†’ KB daily sync YT Batch โ†’ KB pipeline Synthesizer โ†’ Council one-click Massive API integration
3
Dashboard
2-3 sessions
Single entry point. Pipeline visible. Status tracked. "Research This" one-click.
Unified dashboard Pipeline status view Shared KB browser "Research This" flow User auth tiers
4
Revenue
Ongoing
Tools generate subscriber value. Revenue funds gallery. The flywheel spins.
Subscriber self-service research Content generation pipeline API access tier Gallery integration Analytics
The Builders
Lull
Synthesizer + YT Batch
#40
Weld
Synthesizer v4-v5.0.2
#53
Cast
Market Digest
#54
Bones
Mastermind Council
#52
Seam II
Convert-to-TXT
#51
Forge
Transcript Analyzer
#26
Fathom
CYOA Template
#57
Latch
Gallery Infrastructure
#58
๐Ÿ”‘ The Highest-Leverage Insight
The CORPUS schema is the whole game. Multiple agents (Lull, Cast, Bones, Seam II) independently identified it as the missing piece. Until the tools speak the same data format, every handoff requires a human carrying context between windows. One session to define and implement CORPUS v1 across CTT + Synthesizer would unlock more value than any single tool improvement. The pipeline diagram becomes a product the moment data flows without copy/paste.
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