Character Level PPM (Prediction by Partial Matching)

PPM Generator

Character Level

Model: none

Input (seed text)

Defaults: order=6, length=600 chars, escape=1.0, seed = hash(corpus).

Output

Hybrid L-System × RPG-CFG Poem

Hybrid L-System × RPG-CFG Poem (Participial Expansion)

Adds participles (verbs acting as adjectives, ending in “ing”) for richer texture.

L-System Psalm

Lines (max)

Stanza size

Base tab (spaces)

Random seed (optional)

Axiom: S Rules: S->A[+S]B[-S], A->"I saw" NP, B->VP [ ] push/pop indent; + / - adjust tab width Internal depth 4–6 (auto) Poem-length via line budget

Poem mode: the L-system may expand deeply, but rendering stops once the poem reaches the line budget. Stanza breaks are inserted every N lines. No page scroll is blocked.

Tonal Game Theory

Tonal Arena - Floating Phrases

Sparse ecology: rarer mating (12%), faster deaths, sibling/parent mating blocked, toroidal wrap. Full phrases, slow cadence.

Selection Mutation

gen=0 | agents=0 | births=0 | deaths=0 | avg energy=0.00 | entropy=0.00

wrap edges; mate @ 12% (no parent/sibling); overcrowding raises metabolism; child phrase = left(A)+right(B)

Tonal Arena - Sparse Ecology

This arena is an ecology of moving phrases. Each agent has:

• a tone (irony, sincerity, zeal, despair, reverence, indifference)
• a short phrase in that tone
• energy, age, and a position in the arena

When phrases collide, they exchange a small energy payoff based on their tones. Sometimes they mate: the child phrase is built from the left half of one parent and the right half of the other, with a small mutation based on the Mutation setting.

Selection controls how strongly these payoffs affect energy and survival. Overcrowding increases metabolism so the population does not blow up.

Use Reseed to start over, Step to advance one tick, Run and Stop to animate. Copy Snapshot copies a JSON dump of the current agents. Download saves this app as a single HTML file.

Fool Logick (Recursive Production Grammar Poem)

Fool Logick

Pocket Ontology (Static Display)

S -> LINE "." | LINE "." S LINE -> REFLEXIVE | PARADOX | COUNTER | DEFINITION | CONFESSION | ADVICE REFLEXIVE -> "I say" CLAIM ", yet" TURN | "I thought" CLAIM ", till I learned" TURN | "I hold" CLAIM ", though" REVERSAL PARADOX -> "The more I" ACTION ", the less I" ACTION2 | "I find that" TRUTH ", which proves that" FALSEHOOD COUNTER -> "If" CONDITION ", then I must be" ROLE | "If" CONDITION ", then no wonder I am called" TITLE DEFINITION -> "A fool is he who" FOOL_ACT ", and I am the proof" | "Wisdom is merely" WEAK_DEF ", which is why it follows me" CONFESSION -> "I confess I know" LITTLE ", which means I know" MUCH | "I admit I am wrong about" SUBJECT ", and therefore right about" SHADOW ADVICE -> "Mark me:" IMPERATIVE ", else you will end as I have" | "Take this counsel:" IMPERATIVE ", for even I have tried it" CLAIM -> SIMPLE_CLAIM | SELF_CLAIM SIMPLE_CLAIM -> "the world is steady" | "all things are clear" | "truth walks upright" SELF_CLAIM -> "I am certain" | "I stand firm" | "I know my place" TURN -> DISCOVERY | ERROR | TWIST DISCOVERY -> "I was mistaken" | "the world plays tricks" | "the truth dodges me" ERROR -> "my certainty wobbles" | "my thought outwits me" | "my wisdom limps behind me" TWIST -> "my doubt is wiser than I" | "my mistake teaches me more than sense" | "the lie corrects the truth" REVERSAL -> "I doubt it" | "I undo it with the next breath" | "I believe the opposite more strongly" ACTION -> "think" | "try" | "hope" | "know" ACTION2 -> "understand" | "stand still" | "keep my footing" | "stay sane" TRUTH -> "I walk toward reason" | "I speak plainly" | "I follow logic" FALSEHOOD -> "my words betray me" | "my steps betray themselves" | "reason walks behind me" CONDITION -> "this be wisdom" | "truth limps toward me" | "my mind runs in circles" ROLE -> "a wiser fool" | "my own jester" | "the king of errors" TITLE -> "Sir Backward" | "Master Muddle" | "Lord Loop-the-Loop" FOOL_ACT -> "exposes truth by tripping over it" | "speaks sense only by accident" | "argues with his own shadow" WEAK_DEF -> "a candle held to fog" | "a mirror cracked by laughter" | "a riddle explaining itself badly" LITTLE -> "almost nothing" | "only the wrong part" | "less than a mouse" MUCH -> "everything important" | "more than I ought" | "the one thing I feared" SUBJECT -> "my own nature" | "the matter at hand" | "everything I declared" SHADOW -> "the secret behind it" | "the opposite truth" | "the thing I refused" IMPERATIVE -> "doubt your doubts" | "follow your missteps" | "listen to your shadow" | "question your questions"

RPG Engine: Recursive Production Grammar

Epigenetic Grammars

Epigenetic Grammars — Heritable CFG

Rules acquire and lose expression marks across generations. Each click inherits, mutates, and writes a new CFG.

Generation: 0 • Silenced paths: 0 • Mutations this gen: 0

CFG Script

Sample Output

---

Paste the CFG into Recursive Grammar – Micro Edition. Comments annotate silenced (“methylated”) alternatives.

Epigenetic Expression

The system stores an evolving state: productions carry weights (expression) and marks (methylation). Each generation:

• Weights drift; marked alternatives are silenced and omitted from the live grammar.
• Recent output feeds back into the lexicon (environmental uptake).
• Marks can fade, re‑expressing dormant structures after several generations.

Use Evolve Generation to inherit and mutate; Reset Evolution clears memory.

Knots (RPG Script) (Pocket Ontologies)

Knots

Pocket Ontology Script for Recursive Production Grammar

Copy this grammar into the Recursive Production Grammar engine and set Start = S to generate Laing-style knots as pocket ontologies.

# ========================== # Laing Knots – Pocket Ontology Script # Start: S # ====================================================== S -> KNOTS KNOTS -> KNOT {br} {br} KNOTS | KNOT # A knot is one of several recurring patterns KNOT -> DOUBLE_BIND | GUILT_LOOP | MIRROR_LOOP SUBJECT -> "I" | "you" | "we" OTHER -> "you" | "he" | "she" | "they" # -------------------------- # 1. Double-bind structures # -------------------------- DOUBLE_BIND -> DB_LINE1 {br} DB_LINE2 {br} DB_LINE3 DB_LINE1 -> "If " SUBJECT " " ACTS_FOR_SELF ", " SUBJECT " " DB_BETRAYS_OTHER "." DB_LINE2 -> "If " SUBJECT " " ACTS_FOR_OTHER ", " SUBJECT " " DB_BETRAYS_SELF "." DB_LINE3 -> "So " SUBJECT " " DB_STAYS_STILL " and calls it " DB_NAME_FOR_TRAP "." ACTS_FOR_SELF -> "must choose what is wanted" | "must speak from inside" | "must move toward my own life" | "must try to be honest" ACTS_FOR_OTHER -> "must do what is expected" | "must obey the rule" | "must keep the peace" | "must protect your image" DB_BETRAYS_OTHER -> "must betray the other" | "must let you down" | "must break the agreement" | "must abandon the role" DB_BETRAYS_SELF -> "must betray myself" | "must step out of my own life" | "must disappear into the role" | "must abandon what I want" DB_STAYS_STILL -> "must do nothing" | "must freeze" | "must circle in place" | "must stay exactly where I am" DB_NAME_FOR_TRAP -> "loyalty" | "duty" | "love" | "safety" | "being realistic" # -------------------------- # 2. Guilt / responsibility loop # -------------------------- GUILT_LOOP -> GL_LINE1 {br} GL_LINE2 {br} GL_LINE3 {br} GL_LINE4 GL_LINE1 -> SUBJECT " " GL_TAKES_BLAME " so that " OTHER " " GL_CAN_STAY_GOOD "." GL_LINE2 -> "Because " SUBJECT " " GL_TAKES_BLAME ", " OTHER " " GL_NEVER_SEES_CONFLICT "." GL_LINE3 -> "Because " OTHER " " GL_NEVER_SEES_CONFLICT ", " SUBJECT " " GL_CANNOT_CHANGE "." GL_LINE4 -> "Because " SUBJECT " " GL_CANNOT_CHANGE ", " SUBJECT " " GL_RETURNS_TO_BLAME "." GL_TAKES_BLAME -> "must take the blame" | "must confess to everything" | "must act as the problem" | "must stand in for all that is wrong" GL_CAN_STAY_GOOD -> "can stay innocent" | "can remain the good one" | "never has to question themself" | "does not have to feel guilty" GL_NEVER_SEES_CONFLICT -> "can never see the conflict" | "can never notice the knot" | "can never see the double demand" | "can only see my failure" GL_CANNOT_CHANGE -> "cannot change the pattern" | "cannot stop apologizing" | "cannot imagine a different story" | "cannot find an exit" GL_RETURNS_TO_BLAME -> "will always return to being the guilty one" | "will go back to saying sorry" | "will take the whole weight again" | "will step back into the same place" # -------------------------- # 3. Mirror / meta-perception knot # -------------------------- MIRROR_LOOP -> ML_LINE1 {br} ML_LINE2 {br} ML_LINE3 ML_LINE1 -> "I think that you think that " ML_PROPOSITION "." ML_LINE2 -> "You think that I think that " ML_COUNTER_PROPOSITION "." ML_LINE3 -> "We " ML_RESULT " and call this " ML_NAME_FOR_PATTERN "." ML_PROPOSITION -> "I am the problem" | "you are fragile" | "there is only one right way" | "love means never leaving" | "if I speak, I hurt you" ML_COUNTER_PROPOSITION -> "you are the problem" | "I am fragile" | "there is no right way" | "love means never speaking" | "if you speak, you destroy me" ML_RESULT -> "circle around each other" | "keep guessing instead of asking" | "trade roles without noticing" | "repeat the same exchange" | "stay inside the reflection" ML_NAME_FOR_PATTERN -> "understanding" | "communication" | "honesty" | "respect" | "caring too much" Launch Recursive Production Grammar

Ecological Succession Simulation

Ecological Succession Simulator

Grammar evolves over epochs as word "species" colonize, dominate, and go extinct. Early = bare syntax; late = complex subordinate structures.

Epochs/second Speciation prob Extinction prob Mutation (morph)

Initial species Max sentences / epoch Random seed

Show annotations

---

epoch: 0

species: 0

richness: 0

diversity H': 0.00

stage: early

Tip: "Speciation" adds new words; "Extinction" removes rare ones; "Mutation" perturbs morphology & Markov transitions. Turn on Show annotations to see exactly how each epoch's text was built.

Built for a single-column Blogger layout; no external dependencies; all scrolling occurs in the output box and the page.

How to read what you're seeing

This simulator turns an ecology of word species into text using a POS (part-of-speech) Markov chain. Here's how each knob maps to the output you see:

Stage badge [early] [mid] [late]
Early favors skeleton phrases like DET N V -> shorter, declarative lines. Mid/Late gradually allow REL + C (that/which/and/because), so you'll see longer clauses and subordination.

Speciation probability
Higher -> more new content words (N/ADJ/V/ADV) enter the pool. You'll notice novel compounds like after-seed or ledger-star in later epochs.

Extinction probability
Higher -> rare species get culled. Output becomes sparser and repeats a smaller vocabulary; diversity (H') drops.

Mutation (morphology)
Perturbs the POS transition matrix and morphs content words only. Function words (the/and/that/can...) are locked to prevent glue like afterthis. Expect hyphenated compounds and small vowel flips.

Richness & Diversity H'
Richness = number of active species; H' (Shannon) measures balance. As both rise, lines tend to lengthen and vary syntactically.

Show annotations
When checked, each epoch prints a faint line like:
epoch 12 | stage mid | +2 spec, -1 extinct | skeletons: DET ADJ N V P DET N . | PRO AUX V ADV .
That tells you exactly which templates were used and what ecological changes occurred that produced the lines above it.

Recipes

• Bare syntax field: raise Extinction, lower Speciation, low Mutation -> clipped declaratives with repeated nouns/verbs.
• Climax forest: lower Extinction, raise Speciation & Mutation -> subordinate clauses, relative pronouns, compounds proliferate.
• Disturbance event: run rich/late, then briefly spike Extinction to "burn" the lexicon; watch secondary succession rebuild variety.

Under the hood: we sample POS skeletons by stage, then pick concrete tokens with probability proportional to each species' abundance. Abundance drifts (winners grow, others decay), while speciation/extinction add and remove species every epoch.

Random Context-Free Grammar Generator

Random CFG Generator + Runner — Themed (Hard Verb Mode)

POS-only, 3–7 word lines. Themes + hybrids. Verb-led bias with participial NPs (e.g., the falling star).

How it works

• Generate CFG builds a themed lexicon. VERB never collapses to empty; VBGs are auto-derived with guards.
• Run Script expands from S with a strong preference for verb-led lines.
• Lines filtered to 3–7 words, duplicates removed, “a/an” auto-fixed.

CFG Result