Files
wanderbooks/docs/oracle.md
T
swaitsandClaude Opus 5.5 beb1fcf233 test(core): spec-blind suites and a live GnuCash oracle; four fixes they found
Max-testing pass, steps 2-4.

Spec-blind tests (rank 1-2): four agents, each given only the specs and
the public interface (doc comments and signatures, every body removed,
never src/ or the existing tests), wrote tests/spec_reports.rs (62),
spec_ledger.rs (72), spec_arap.rs (42), spec_assets_payroll.rs (50):
hand-computed examples per scenario and a proptest law per invariant
(conservation, partition, invariance, scaling, reversal cancels,
"a refusal leaves the books unchanged" over random invalid commands).
They found:

1. A refused payroll run changed the books: an all-zero run passed
   validation, then failed at post after creating seven payroll
   accounts and using up an entry id. validate_payroll_lines now
   refuses a run with no gross pay.
2. A refused add_account used up an account id (empty code, duplicate,
   unknown parent). The id is now taken only when the account is added.
3. Stale prose: close_period_to and members_equity still described the
   old last-member rounding.
4. Open (left #[ignore]d pending Stephen): depreciation_schedule's doc
   says "through the month containing" the date; the code prorates that
   month by days.

GnuCash oracle (rank 3, an oracle never the spec): `just oracle` builds
GnuCash 5.10 in a container pinned by base digest and package versions
(oracle/gnucash/) and runs tests/oracle_gnucash.rs: 200 seeded random
books built through wanderbooks (entries, foreign lines, reversals,
monthly closes), every account's balance at month ends and random dates
and each month's P&L, compared exactly: 15,800 comparisons. First run:
4,724 differences, all from foreign lines; without them, zero.
Adjudicated from principles (rules.md B-3): wanderbooks booked
foreign * rate unrounded ($108.34567); a ledger in one money holds no
fractions of its smallest unit, and its cash must match a bank. Stephen
decided: book in the base currency's minor unit, half away from zero.
add_line_fx now rounds; minor units per ISO 4217 list one (2026-09-17,
SIX), generated into Currency::minor_units and recorded in
docs/spec/sources/iso-4217.md. Replay now takes the journaled base
amount (replay_add_line_fx), so lines booked before replay exactly as
booked (contract: books_written_under_older_rules_still_open). Now:
zero differences, foreign lines included.

Tests: 449, from 223.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GWVo7x3UHw5kwCUaWxiejX
2026-10-13 14:39:06 -06:00

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# The semantic oracle: how we prove the books are right
storytold's clones are verified with a *pixel oracle*: re-render a PSD and
diff it against Photoshop's own embedded merged composite, passing at
≤ 2/255 per channel. We steal the shape of that idea and change the domain:
our oracle is *semantic*, not visual.
## The core loop
1. **Fixture books.** A canonical set of journal entries exercising a feature
(the January 2026 fixture company in `tests/invariants.rs` is the first).
2. **More than one engine.** The same fixtures go through our engine and
through independent implementations: **GnuCash** (open source, open file
formats), the old Google Sheet, and later QBO/Xero exports. These are
*cross-checks*, not authorities (see "Who is right" below).
3. **Exact diff.** `reports::snapshot()` renders trial balance, P&L, and
balance sheet as canonical JSON. The outputs must be **identical** —
decimal strings, no floats, no locale, no epsilon. Where storytold allows
2/255 of perceptual slop, we allow zero: accounting has no "close enough".
## Who is right
No other program is the spec. GnuCash, the Sheet, QuickBooks: each is
*an* oracle, and each can be wrong. The order of authority:
1. **Accounting principles, stated as proofs.** The laws in
`docs/verification.md`, proved in Lean and model-checked by Kani. They
do not depend on any other implementation's behavior.
2. **Golden files recomputed by hand** from those principles (Layer 1).
3. **External oracles** (GnuCash, the Sheet, QBO/Xero exports). A
disagreement with one is a *finding*: work out from principles which
side is wrong and write the reasoning down. Never change our output just
to match theirs. If theirs is wrong, add a test that pins our correct
behavior, and note their bug in `docs/parity.md`.
Nothing in this repo may rest on an external oracle's behavior alone.
## The oracle layers (today → future)
**Layer 1 — Golden files (live now).** `tests/golden/*.json` hold
hand-verified expected reports for canonical fixtures. The golden test fails
on any behavior change, intentional or not. Intentional changes require
recomputing the goldens *by hand from accounting principles* and documenting
the recomputation in the commit. This is the seed of everything below.
**Layer 2 — Property tests (live now, growing).**
`crates/ledger-core/tests/properties.rs` uses `proptest` (with shrinking)
to assert the accounting laws over hundreds of random inputs: trial balance
always balances, the accounting equation holds, reversals restore zero,
posted entries are immutable and JSON-round-trip clean, and depreciation
schedules are exact to the penny. This layer caught a real bug on its second
case: partial first/final months in different-length calendar months don't
complement, so the lifetime total drifted by cents (fixed with the
final-month true-up in `depreciation_schedule`).
**Layer 3 — Mutation testing (live now).** `cargo mutants -p ledger-core`
(228 mutants as of 2026-10-10: 159 caught, 28 unviable, 2 timeouts from
induced infinite loops, 39 missed). Every *missed* mutant is triaged:
real gaps get new tests (this pass added parent-account validation,
wrong-typed asset links, zero-proceeds disposal, two-asset ids, 1-month
life, `Money` arithmetic, `is_balance_sheet`, `movements()`), equivalent
mutants are documented as such (e.g. `days_held > 0` vs `>=`: the zero
case is unreachable), and untestable-by-construction mutants are noted
(e.g. `TrialBalance::balanced -> true`: the engine cannot produce an
unbalanced ledger to falsify it).
**Layer 4 — Fuzzing (live now).** `cargo fuzz` targets in `fuzz/`
(nightly, libfuzzer): `fuzz_journal_line` (journal parsing never panics;
canonical form is a fixed point), `fuzz_entry_validate` (a validated entry
always balances exactly), `fuzz_op_sequence` (arbitrary op sequences via
`arbitrary`; the trial balance always balances). 11.5M execs, zero crashes
as of 2026-10-10. Corpora persist in `fuzz/corpus/` for regression.
**Layer 4½ — Formal proofs (live now).** The accounting arithmetic lives
in one generic kernel (`kernel.rs`). Kani model-checks it exhaustively
within bounds, Lean 4 proves the laws for books of any size (trial
balance, accounting equation, reversals, posted-is-forever, frozen closed
periods, closing to net income), and a property test bridges the two.
`just prove`; see `docs/verification.md`. Its first pass found three
engine bugs that Layers 1–4 had all missed.
**Layer 5 — Cross-implementation diff harness (live: GnuCash).**
`just oracle` builds GnuCash 5.10 in a pinned container
(`oracle/gnucash/`) and runs `tests/oracle_gnucash.rs`: 200 random books
built through wanderbooks (entries, foreign lines, reversals, closes),
every account's balance at month ends and random dates, and each month's
P&L, compared exactly (15,800 comparisons). Its first run found one real
difference, adjudicated from principles: wanderbooks kept sub-cent
amounts on foreign lines; it now books in cents (rules.md B-3). The
original plan follows. A
`ledger-oracle` crate will run fixture books through our engine and through
other implementations (GnuCash headless first), then diff `snapshot()`
output automatically: `cargo xtask oracle`. This is the direct analog of
storytold's `cargo xtask corpus` / `oracle_diff`, with one difference: a
diff does not mean we are wrong. Each one is adjudicated from principles
(see "Who is right"). Note also: GnuCash is *a* behavioral cross-check, not
a file-format target
(Stephen: "for file format import/export I could not give a single shit
about GnuCash XML — QBO is all that matters"). The harness feeds fixtures to
GnuCash via whatever it imports reliably (QIF/OFX) or its Python bindings;
the exact mechanism is decided at implementation time. The proofs and
Layers 1–4 are the foundation and are not optional. The harness adds
evidence. It never overrides them.
## What the oracle does NOT cover (yet)
- **Workflows**, only semantics: that an invoice *posts the right lines* is
oracle-covered; that the invoice *screen* is usable is a UI concern for the
egui phase, where storytold's screenshot-in-the-loop comes back.
- **Tax law.** The engine computes what you tell it; it does not know the
tax code. Tax-adjacent logic gets its own fixtures and its own goldens
when it arrives, sourced from IRS publications — never from memory.
## Clean-room boundary
GnuCash is GPL. We read its documentation, its file formats, and its
*behavior*. We never copy its code, and no GPL code enters this repo
(MIT OR Apache-2.0). If an agent is ever unsure whether something is
"learning from behavior" vs "copying implementation", it stops and asks.