Forge Neural Registry

35Problems

13This Session

12Frameworks

82 GBRecovered

0Stale Tasks

67%Failures Cut

Each entry is a standalone page. Pages update independently. The registry auto-publishes daily at 7am CT. Each failure becomes a case study. Each pattern becomes a framework.

📚 Architecture & Vision

How Forge Heals Itself

5-layer self-healing stack, PROB-030 case study, comparison vs CrewAI/OpenClaw, revenue cascade

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12 Thinking Frameworks

Domino Thinking, Abstraction Climbing, Decision Gate, Antifragile Loop + 8 more with prompt templates

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🔴 Problem Case Studies

Each follows the antifragile loop: detect → classify → trace root cause → fix at the right abstraction level → update governance. Real production data.

PROB	Root Cause	Level	Governance
024	SIGKILL bypasses EXIT traps — 82GB worktree leak	L2	Process Heartbeat Pattern
025	70 duplicate projects — no lifecycle enforcement	L1	Conductor registry + /discover overlap
027	Failed parents orphan all children via view filter	L3	No Dead Ends rule
028	Perceive junk — dedup misses children tagged differently	L2	Pre-validate before insert
030	5 strikes. Poller spawns & exits — re-architected to WAIT	L1→L2	Fix at Source principle
032	git add -A commits 5202 pyc files, hides real code	L2	Git Add Hygiene
033	Smoke test async — doesn’t gate deploy	L2	/flag auto-trigger on NEEDS_FIX
034	Failed tasks sit idle — nobody owns failure lifecycle	L1	No Dead Ends (30-min SLA)
035	“Climb abstraction” as text not code — 5 fixes at same level	L0	/root-cause auto-trigger
036	6 subtasks all edit same file — merge conflicts	L2	Decomposition file-collision rules

🛡 Self-Healing Stack

5 layers

Layer	Component	What	Freq
1	forge-doctor.sh	6 infra checks, auto-fix, auto-classify errors	15 min
2	Conductor recovery	Phantom success, deploy-failed, persistent failure escalation	30 min
3	/root-cause	5-layer backward trace, same-level trap detector	Auto @ strike 2+
4	/flag v3	5-step atomic: log → classify → fix → governance → verify	Auto on smoke fail
5	/smoke-test	CORE-TRUTH validation, NEEDS_FIX triggers /flag	Every build

🧠 Framework Quick Reference

Full details →

Rooted in Einstein’s Axiom (“solve at a higher level than created”), Toyota 5 Whys (trace backward), First Principles (Aristotle/Musk), Systems Thinking (Meadows leverage points), and Nassim Taleb’s Antifragility. Jason’s synthesis adds the STRIKE system — forced abstraction climbing when fixes don’t hold.

Framework	When	The Prompt
Domino Thinking	Prioritizing	“What’s the ONE thing that makes 3+ others unnecessary?”
Abstraction Climbing	Fix didn’t hold	“What CREATES the input that fails?”
Core Truth Anchoring	Starting any project	“WHY — PROBLEM — CASCADE — ANTI-GOALS — TEST”
Decision Gate	Go/no-go	“Domino? Cascade? Root cause? Breaks if skip? Enough info? Reversible?”
Antifragile Loop	Any failure	“Strike 1=patch, 2=trace up, 3=redesign, 5=halt+publish”
Surface Everything	Marking done	“Can Jason find this on phone in 30 seconds?”
Cascade Mapping	Any decision	“[Action] → enables [?] → compounds [?]. Skip 30d: breaks?”
Fix at Source	Recurring problem	“Fix the machine, not the inspector.”
Meta-Climb	Solving one instance	“Level above where I solve ALL instances with one move?”

🚀 Asymmetric Opportunities

Opportunity	Score	Status
Jason Expert Clone (frameworks + 2HAT as soul)	1:100x	Content exists. Assembly.
12 Frameworks as Claude MCP Tools	1:100x	Published. MCP = 1 day.
PROB Registry as “AI Agent Failure Patterns”	1:50x	Data exists. Format needed.
Failure-Driven Newsletter	1:40x	Auto from forge-doctor.
forge-doctor standalone (open source)	1:30x	161 lines. Works. Package it.
“Forge in a Box” 14-day sprint	1:30x	Clone spec + Will GTM.