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D-TGB: replay is the API, the write is the Rubicon decision - #1629
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Operator decision (2026-10-20): one fold costs about 1.7 ns, so 10^6 to 10^9 folds are cheaper than one write. 99.9 % of the thought git operations (branch, write, diff, status, squash, discard, replay) are autonomous in-memory heuristics. A thought without anomaly is squashed onto the stack and work continues on a new branch. Landing into Lance is the conscious Heckhausen Rubicon decision, taken when the result is satisfactory. Read against the implementation (alpha.rs, alpha_tunnel.rs, givens_layer_probe, thought_layers_probe, split-tunnel doc): the anomaly signals already exist (contradiction records, visits > 1, cold/hot surprise, divergence between thoughts), and presence decides what is written (an absent lane is unknown, never zero; agreement is not stored). - thought-git-basics-v1.md: new correction section; ideal-state item 1, D-TGB-0 and D-TGB-1 re-specified (the slot is no longer taken at the Rubicon crossing, and the w_slot reference fixtures are struck); Open gains the anomaly predicate and "satisfactory". - Rebase is replay of the receipt, so v1 needs no recursion driver. - STATUS_BOARD D-TGB-0/1, a new board entry, index regenerated. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
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Operator decision (2026-10-20): what counts as a satisfactory result is decided by automated hypothesis testing. Each strategy runs as one branch on the same Sudoku fixture; jc provides the statistics through an R-style API; the engines run in parallel, one per crate. First the strategies on Sudoku, then the 115 rows of nal_inventory.tsv as MeTTa programs. In the workspace today: lance-graph-act-r, -metta, -nal, -relalg, -mask-risc and jc. Not yet: lance-graph-cog (Hyperon), lance-graph-ona. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator decision (2026-10-20): relalg / Datalog / datafrog relations, the git metadata (PR entries) and the thought-replay receipts live in one table separate from the data table, so neither depends on the other's schema. Rows are keyed by (data dataset, data version, thought id), which links them to the kanban lane's version. This settles the receipt home (D-TGB-4) and the PR-record question in thought-git-api-v1.md. Open, and stated in the plan: landing then writes two Lance versions that are not atomic together; working rule is data first, then the metadata row, with a missing row detected at replay (new D-TGB-3 falsifier). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator decision (2026-10-20): MeTTa is executed the PeTTa way, compiled to relational clauses, with datafrog instead of SWI-Prolog as the engine. ruff_metta_spo is the extractor: it parses with the Hyperon parser and classifies every rule head under PeTTa's builtin registry. hyperon-experimental is optional, for the rules that stay interpreter-only and as a cross-check. Cites the metta-polyfill-v1 measurements (join_10000: PeTTa 1.47 s, datafrog 0.51-0.62 ms, Hyperon does not finish). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator, 2026-10-20: relationships are stored as tries via PathMap and MORK behind the Schnellverschluss. The relation part of the separate table takes the measured D-MPS-8 layout (versioned relationship table, shared-variable domain, per-side presence planes and generations), with MORK and PathMap as disposable oracle indexes. Not admitted until the D-RMAP-1 BIND review. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
…oco as drivers Operator decision (2026-10-20): focus on git, and structure it so it lands as a reusable API. ACT-R may drive the kanban; ogar-loco and rs-graph-llm (langgraph-style) are the alternatives. New section "The reusable git API and its drivers": - the API owns the verbs, slot pool, presence/sparse cells, anomaly readings, receipts and the metadata table, and never chooses what to do next; - a driver owns the policy and calls only the verbs. ACT-R's arbitrate picks an intent from candidates the API supplies; graph-flow-kanban advances on mul::GateDecision (the REUSE gate, cited); ogar-loco calls the same verbs. lance-graph-flow is not a crate; - placement (PROPOSAL): types in lance-graph-contract, one implementation crate, adapters with their drivers. New D-TGB-7 with a driver-independence falsifier. Supersession index regenerated (GateDecision citing-plan count 29 -> 30). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
… read-only Operator, 2026-10-20: lance-graph-supervisor runs in parallel, with kanban_actor.rs read-only. Read the same day: kanban_actor.rs holds only PhaseCensus, mul_target and parse_kanban_step (the actor and its RPCs are deleted); phases advance only through cycle_driver (#879), one WAL write and one DatasetVersion per cycle, at most one sealed transition per owner. In the plan: the git API reads the census and never messages a phase; land rides the cycle as the owner's paired move, coalesced into the cycle's single version (D-TGB-3); cycle_driver's pre-commit regeneration is the same rule as rebase-as-replay. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
…nd the stack below Operator decision (2026-10-20): the thought git API is orchestrated in phases. Phase 1 drives the verbs from an ogar-loco program or an OGAR ActionDef; phase 2 drives them abstractly through ACT-R. Below the API: datafrog, then the RISC arithmetic polyfill (mask-risc), relalg and r2il. A petgraph API is an optional usability layer, as in relstore-quack-petgraph-traversal-v1.md. D-TGB-7's first driver and its driver-independence falsifier now follow the phases; STATUS_BOARD row updated. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
…-graph-llm Operator decision (2026-10-20): the lance-graph-flow crate inherits the LangGraph-style part of rs-graph-llm (graph-flow: stateful graphs, sessions, pauses, NextAction) and the LangChain-style part (Rig behind graph-flow-lance's llm::Completion). With them it inherits the seam rules of graph-flow-lance: one lance-abi handle with a generation crosses, no data in a Context, sessions fail closed on a newer source generation. Not inherited: session storage as a home for state. As a git driver it calls the API's verbs from graph tasks. The crate does not exist yet; the older prompt line "extend graph-flow-lance before introducing lance-graph-flow" is superseded. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
…r possibilities Operator, 2026-10-20: OpenPsi may take the motivation part after a transcode; MeTTa over lance-graph-mork eventually for folding. Recorded with the constraints already in the repo: D-SAG-3 treats OpenPsi as an architectural reference with a known tie-breaking defect, and moving MORK source in is blocked by its missing licence (D-MPS-7). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator preference (2026-10-20): datafrog and ACT-R should form the abstraction API. Proposed shape: questions about thoughts are Datalog rules over the metadata table, run by datafrog; decisions are ACT-R Candidates evaluated against one snapshot, answered with one witnessed intent drawn from the verbs. The verbs stay the concrete layer (phase 1, ogar-loco / ActionDef); the abstraction sits above them. New D-TGB-8 with two falsifiers (rule answers equal a direct scan; recorded intents replayed as verb calls reproduce the run) and a disable. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator decision (2026-10-20): everything the thought git API executes runs on the polyfill stack (mask-risc over ndarray::simd, relalg, r2il); no verb, rule or driver wraps or falls back to a legacy path. The plan names the legacy paths it rules out: AlphaTunnel's static rung lanes, the competing w_slot readers, the deleted kanban actor, the quarantined OutgoingHop gather, DataFusion, SWI-Prolog / the Hyperon interpreter as executors, and graph-flow session storage as state. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator decision (2026-10-20): addressing the crates directly is fine for now. First runs call act-r, datafrog, relalg, mask-risc, metta and nal directly; the verb trait stays the target and they move behind it once it exists. The driver-independence falsifier starts with the trait; until then a run is checked against the datafrog oracle. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator decision (2026-10-20): kanban later gets a fast planning API (D-TGB-9). Its vocabulary is left open; fixed is that planning questions are Quack-shaped folds (Filter -> mask, Agg fold, lowered to mask-risc), with PhaseCensus as the precedent. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator decisions (2026-10-20): direct crate calls are for internal timing (runtime), not schedule. The write path is concrete Rust, not an API, still triggered by a kanban card and leaving its receipt in the metadata table. datafrog optimisation: the measured Semijoin lowering rests on gather, forbidden since 2026-10-16; the allowed route is H14d's four stages. Recursion stays on datafrog until D-MTP-3. New D-TGB-10. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
D-TGB-9 and D-TGB-10 had been inserted between D-TGB-8 and its sub-items, so D-TGB-8's falsifier read as D-TGB-10's. Each item now has its own. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator (2026-10-20): MORK's MIT decision is already confirmed on the board. D-MPS-7 moves from OPEN to DECIDED; the thought-git plan drops the licence blocker on MeTTa over lance-graph-mork. The upstream LICENSE file (PR #148) was unmerged at the last check, recorded beside the decision. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
…tes contradiction from revision Operator pointer (2026-10-20). Working model read from the code: the landed result is EpistemicState5 (59..63), moved by pearl::hydrate (topology only) and pearl::revise (certification only, never lowered). The contract's MUL kanban gate decides whether a write crosses the Rubicon. GadamerRevision separates ContradictionPreserved from HorizonFusion by a new independent root, so a replayed receipt can never raise certification. Falsifiers added for D-TGB-0. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
D-MPS-7's source is trueagi-io/MORK issue #2, where Adam-Vandervorst wrote on 2025-05-21: "Yes! It's now under MIT." PR #148 follows up on it and is still unmerged. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator correction (2026-10-20): MORK's maintainer stated MIT intent (issue #2), but repository-level clearance is incomplete: PR #148 (LICENSE file and manifest metadata, proposed 2026-08-20) was still open on 2026-10-19. PathMap already advertises MIT. "DECIDED: MIT" is struck; vendoring MORK source waits for the clearance. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator (2026-10-20): the licence gate is about used code. An independent implementation checked against our own tests and oracles is not blocked; "openmork" was named as a further option (not located yet). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
Operator (2026-10-20): MORK sits behind the Schnellverschluss for the licence reason. MORK is fetched, never vendored; only boundary.rs names it; removal is one Index variant, two helpers and one Cargo.toml line; the native D-MPS-8 arm answers the same join without MORK code. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
…(D-MPS-9) Operator decision (2026-10-20): MORK is not rewritten. Its public Space verbs (add_sexpr, remove_sexpr, query_multi, transform_multi_multi, dump_sexpr) become the API shape; our folding answers them; MORK stays the differential oracle behind the Schnellverschluss. First scope: fixed-arity shared-variable patterns; other shapes refused by name. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f
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This PR changes a plan and the board only; no code. It is based on
mainatd3fb285, after #1628.What changes
Operator decision, 2026-10-20: one fold costs about 1.7 ns, so between 10⁶ and 10⁹ folds are cheaper than a single write. Most of thought git therefore runs in memory as an API, and writing to Lance is a deliberate decision. The new section is "Correction: replay is the API, the write is the Rubicon decision" in
thought-git-basics-v1.md:LanceCycleWritercommit of 5.8–10.5 ms;givens_layer_probe);visits > 1(AlphaOverlay);expected.xor(attended)(AlphaMask);ThoughtTables::differs).RowDeltakeeps only the slots that differ from the base.jccompares and synthesizes the branches with statistics through an R-style API.lance-graph-act-r,-metta,-nal,-relalgand-mask-riscexist;lance-graph-cog(Hyperon) andlance-graph-onado not yet.nal_inventory.tsv, run as MeTTa programs.datafroginstead of SWI-Prolog.ruff_metta_spoextracts each rule and classifies it against PeTTa's builtin registry.hyperon-experimentalis optional.thought-git-api-v1.md.arbitratepicks an intent from the candidates the API supplies);graph-flow-kanbanin rs-graph-llm (advances onmul::GateDecision);ogar-loco.ogar-loco/ActionDef; phase 2 drives it through ACT-R.datafrog>lance-graph-mask-risc(the RISC polyfill) >lance-graph-relalg>lance-graph-r2il. petgraph is optional, as a usability layer only.lance-graph-supervisorruns in parallel;kanban_actor.rsis read only.lance-graph-flowinherits the langgraph-style part of rs-graph-llm (graph-flow, Rig).lance-graph-morkfor folding.datafrogasks (derives the candidates), ACT-R chooses (arbitrate).AlphaTunnel's ten static rung lanes, the competingw_slotreaders, the deleted kanban actor, the quarantinedOutgoingHopgather, DataFusion, SWI-Prolog and the Hyperon interpreter as executors, and graph-flow session storage as a home for state.datafrogis lowered to the polyfill where it executes and stays the exact oracle for that lowering.Consequences in the plan
D-TGB-1 (slot pool):
branchnow takes a slot without a decision, andsquash,discardorlandfree it. At 63 slots, unremarkable thoughts are squashed first; if none is,branchis refused. The old rule "slot taken at the Rubicon crossing" is struck.D-TGB-0 (fixtures): new fixtures for:
The
w_slotreference fixtures, left over from the withdrawn pointer reading, are struck.D-TGB-7 (new): the reusable API plus the first driver. Its falsifier is driver independence: two drivers that make the same decisions produce byte-identical cells, receipts and metadata rows.
D-TGB-8 (new): the
datafrog-asks / ACT-R-chooses abstraction API.Open questions added:
jcstatistic and its threshold for "satisfactory";jcR-style interface;Board:
2026-10-20-thought-git-replay-api-write-rubicon;GateDecision.🤖 Generated with Claude Code
https://claude.ai/code/session_01VncKoyG6JkpsoqhqTGTv3f