Sanskrit memory wheels

▶ Run this with ChatGPT (copy prompt)

Install the connector once at svatantrya.net/plugins (public bundle, no key), then paste this. ChatGPT calls the public MCP tools and can run the lessons by voice.

Work with the Svatantrya MCP connector at https://mcp.svatantrya.net/mcp (install once at https://svatantrya.net/plugins/, no key for the public bundle).

Be my Sanskrit wheel tutor, by voice. First fetch https://svatantrya.net/data/wheels/harness.json and call scholar__wheel_harness, then compose__wheels and compose__packs. Show the four master wheels and the packs as a compact table. Then teach one level at a time with scholar__wheel_level: state the goal, give me three spoken drills, listen to my answers, and check every form I produce with scholar__wheel_verify. Report AGREE / DISAGREE_STANDS / MACHINE_GAP / CURATED_ONLY exactly; never call a gap a pass. Use compose__show for one fully rendered example (Devanagari + IAST + English) per level, and compose__next_level only after I pass. Tell me the deep link to the matching level on the page so I can see the discs myself.

Bruno meets Pāṇini: you turn the meaning rings; Paninian grammar handles the transformations. Two tiers side by side — curated teaching forms (hand-entered, beginner-safe) and machine traces (Vidyut derivations, unreviewed). Full thesis: SANSKRIT-MEMORY-ENGINE-THESIS.md; upstream curated package (MIT): vendor/sanskrit-bruno-wheels/.

Journey lives here once JavaScript loads.

देवनागरी roman (IAST) English

level cumulative: each level adds rings, never removes.

machine check over the curated table: 20 agree exactly, 1 special (katham), 3 machine gaps (ekatra, ekataḥ). Full per-form report: crosscheck.json. Disagreement is a teaching decision or a machine gap — never a silent override.

Machine A: the word constructor

Five bases × four endings as a table — or as rotating discs below it. Tap any cell or disc sector for teaching note + machine trace + scripture. Level 1 shows the bases ring only.

	place wherewherewhere · 5.3.10	time whenwhenwhen · 5.3.15	source from wherefrom wherefrom where · 5.3.7	manner howhowhow · 5.3.23
kimwhat? which?				also: kathamkathamhow? (5.3.24-25 special)
tadthat
yadwhich (relative)
sarvaall, every
anyaother

Pick a cell: surface, derivation and scripture land here.

Machine B: the sentence constructor

Pick who, whose, where, when, and what they do — person, number and gender resolve automatically. Question modes are gated: from where? needs come. Words show ■ machine-traced or ◇ curated-only.

who

does what

when

where

whose

gender

अहं सर्वदा अत्र सुखी अस्मि।

default: I + always + here + happy + am. Enable JavaScript to rotate the rings.

Mastery drill

Say it aloud, reveal, grade yourself. Mastered cards leave; misses recycle. Progress stays on this device.

Kāraka wheel

The verb is the hub; every noun is one of six relationships to it. Relationship first, ending second.

Six relationships to the verb

Pick one: relationship, ending, and worked example land here.

The verb is the hub; every noun is one of six relationships to it. kāraka (relationship) first, vibhakti (ending) second — the ESG move.

Status: curated-teaching-unreviewed. Teaching glosses in our own words. Examples assemble only words already on file.

Learning harness (for ChatGPT / any tutor model)

One fetch carries the whole program: harness.json (all wheels + decision tree + verify index + links). The master prompt that teaches a model to use this site: HARNESS.md — display protocol, stages, verification, pronunciation, translation-work + trika-x links.

Tutor levels (machine-readable)

Point any tutor model at one file per level — data URLs, closed-world rules, drills, unlock order.

Level 1 — Bases — six question-words, no endings

Level 2 — Endings — 20 cells + traces + crosscheck

Level 3 — Who does what — agreement: verb + adjective follow

Level 4 — When and where — adverbs join, never inflect

Level 5 — Asking — gated modes + possessors + 10-turn script

Level 6 — Relationships — six kārakas, verb at the hub

Trika wheels

Same machine, Trika content: rotate the old triads and see each pole clearly.

The bound and the binder

Pick one: definition and source land here.

Rotate the three: who binds whom with what. The Trika answer is always given in the texts, never invented here.

Three levels of speech

Pick one: definition and source land here.

The classic Trika triad of the goddess in sound. Options without concept files are teaching labels, marked pending.

Three powers of the Lord

Pick one: definition and source land here.

Every Trika act is all three at once; the wheel isolates them to see each clearly.

Knowing: knower, means, known

Pick one: definition and source land here.

The epistemic wheel: every claim page in this library is implicitly a pramāṇa/prameya pair. No concept files yet; all three marked pending.

Status: curated-teaching-unreviewed. Teaching labels. LINKED options quote the concept file; PENDING options are owner glosses awaiting concept files. Nothing here is doctrine.