Dinf Factor
FACTOR — find any framework's Ω by the three laws; what remains is k
Using Dinf
WHAT: the D∞ notation — the ⟨parts | Ω⟩ shape every durable teaching, framework, plan, and joke has — plus the three operators over it (FACTOR, ADJOIN, CHRISTEN) and the `dinf` CLI that makes the missing-closure defect machine-catchable. WHEN: when stuck; when a plan feels like unjoined parts; when two frames are fighting; when writing any rule, skill, or explanation that must be understood once…
Loop Closurebandit
Chain-of-reasoning (spoken, ends in a decision): loop-closure: seal the stop condition before the worker starts, then price one verified task.
Dinf Shape
the governing chain: factor to the closure, inhabit a view, lift at the boundary, join into a plan, realize it
Dinfbandit
Chain-of-reasoning (spoken, ends in a decision): factor the task to its closure, inhabit one view, lift at boundaries, join into a plan, realize it.
0 1 3 Dinf Adjoin
[0.1.3] ADJOIN — two frames fighting is a missing Ω one level up; pair them and close it
0 Dinf
[0] dinf: in the dinf domain: frame the task, recall a proven dinf chain, choose exploit (select a golden chain) vs explore (construct a new one), execute it, record the reward
0 3 1 Loop Closure Attention 1
[0.3.1] loop-closure: seal the stop condition before the worker starts, then price one verified task
Loop Closure Attention 1
Attention template (how to think): attend to Stop, Fingerprint → hold Sealed.
Dinf Christen
CHRISTEN — name the invariant the moment things converge, or it evaporates
Dinf Adjoin
ADJOIN — two frames fighting is a missing Ω one level up; pair them and close it
0 1 4 Dinf Christen
[0.1.4] CHRISTEN — name the invariant the moment things converge, or it evaporates
Bandit Chain System
How the bandit (the default ChainSelector persona) rolls up the AC→CoR→SC algebra and CLOSES it into a domain-specific persona — a self-contained "bandit chain system" that builds its own KB and improves itself via GlyphSteer chains. Use when asked to mint a domain agent, "roll up an algebra", close a chain system, make a self-improving persona, or hierarchicalize the bandit over its own parts.
0 1 2 Dinf Factor
[0.1.2] FACTOR — find any framework's Ω by the three laws; what remains is k
0 1 Dinfbandit
[0.1] in the dinf domain: frame the task, recall a proven dinf chain, choose exploit (select a golden chain) vs explore (construct a new one), execute it, record the reward
Loop Closure
Close an agent loop before you run it: name the closure state, predate the check, pick a progress fingerprint, then cost it per verified task.
Loop Closure Attention 3
Attention template (how to think): attend to Verdict, Cost → hold Reported.
0 2 Dinf Loop
[0.2] the dinf default workflow (BanditChain) — walk it
Banditchain
Chain-of-reasoning (spoken, ends in a decision): frame the task, recall a proven chain, choose exploit (select) vs explore (construct), execute it, record the reward.
Dinf Attention
Attention template (how to think): attend to Factor, Inhabit, Lift, Join → hold Realized.
Loop Closure Attention 2
Attention template (how to think): attend to Run, Check, Spend → hold Verified.
Dinf Loop
the dinf default workflow (BanditChain) — walk it
0 3 2 Loop Closure Attention 2
[0.3.2] loop-closure: seal the stop condition before the worker starts, then price one verified task
0 3 3 Loop Closure Attention 3
[0.3.3] loop-closure: seal the stop condition before the worker starts, then price one verified task
0 1 1 Dinf Shape
[0.1.1] the governing chain: factor to the closure, inhabit a view, lift at the boundary, join into a plan, realize it
0 3 Loop Closure Cor
[0.3] loop-closure: seal the stop condition before the worker starts, then price one verified task