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553 commits

Author SHA1 Message Date
b8b83fb267
fix(round-builder): a link is refused with a reason, an identical quote is said once, a shared cost line is named on both sides [skip-docs]
The four arms that were red on assert, in the order the reader meets them.

A DANGLING SYMLINK as the round directory now refuses instead of tracebacking.
exists() FOLLOWS a link, so a dangling one answers False and slipped straight past
"a round is never overwritten"; the build then died on the filesystem's own
FileExistsError. is_symlink() is checked FIRST, the message says what a link would cost
(the round's content would sit somewhere the gate does not measure), and the link is
left exactly as it was found — nothing is written, exit code 1 like every other refusal.

ONE CITATION LIST SHARED BY EVERY PROPOSAL is now stated once. The cause was measured
before anything was written, because "the builder reads the wrong field" and "the outbox
says the same thing five times" want opposite fixes: in all four archived runs every
proposal carries a byte-identical 270-citation list — the run's whole retrieved context,
stamped once per proposal. No report can make that quote say something about the
individual measure. So when every proposal carries the same list, the report says so
once, says what the list actually is ("hva kjøringen leste, ikke hva det enkelte tiltaket
bygger på"), and drops the five copies. When the lists differ, nothing changes: the quote
and its COUNT stay under each proposal, which is where they mean something.

THE SAME COST LINE ON BOTH SIDES OF THE VERDICT is named where it happens. The 19.09
report refused TUN-LYS-01 under one label and validated the same line under another and
said nothing, so a reader met two figures for one budget line with no way to see they
collided. Both sides now carry the sentence, in the run's own row order.

A REMOVED APPROACH is shown by the label the expert saw, with the id in parentheses. It
is the one row whose human name is not in this run's coverage, so the label is read from
the coverage inside the PREVIOUS round's own outbox — derived from what the round already
carries, not a new column in outcome.json. An unreadable coverage falls back on the bare
id; a missing label is not a reason to refuse a round.

39 of 39 arms green. Nothing here touches what the gate reads: outcome.json keeps its
four columns and the builder still never writes the attestation.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 10:20:30 +02:00
38eaf5a649
test(round-builder): 11 arms for the report's CONTENT, and a fixture that holds all seven artefact types
The 19.09 checkpoint planted 20 mutants against this file and SEVEN survived the whole
suite: the report's round number, an artefact type outside proposal/outcome/coverage
dropped in silence, a never-evaluated approach left off its own list, the source quote
removed entirely, the quote's COUNT removed, the affected cost lines removed, and a
refused row's amount counted into the validated total. None of them survived because the
builder was wrong — it does all seven things correctly. They survived because no arm in
709 lines ever looked (grep for citation/cost-line words gave 2 hits, both in the
fixture, none in an assert). An unwitnessed seam is a seam the next edit may delete for
free.

Two fixture defects made three of those blind spots unreachable rather than merely
unmeasured:

  * THE DENOMINATOR. A real run leaves SEVEN artefact types; the fixture wrote three.
    Counted here, not remembered: over the four archived runs the checkpoint read
    (tunnel-hauglia-2027-04/-06/-07/-08), each <run_id>-<rest>.json is typed proposal /
    outcome when <rest> ends there and <rest> itself otherwise. -06, -07 and -08 hold all
    seven (15 files each); -04 holds six (12 files, no parse-failures — that file is
    written only when something failed to parse, so its absence is the signal). Union =
    7, written by two commands: run.py writes six, stress.py writes -verdict.json. Six
    are now written through the product's own writers; -verdict.json is bytes, because
    the builder never reads it and that difference is stated rather than hidden.

  * THE CITATIONS. Every proposal carried an identical stamp, so "1 av 1 siterte steder"
    could not tell a dropped COUNT from a kept one. Counts are now distinct per approach,
    and a shared-list mode reproduces what the real runs actually do.

The refused row now carries an amount, and no archived run does: measured on the same
four outboxes, every rejected row has saving_nok = None. The guard that only a validated
row's figure becomes validated_nok therefore aims at a coverage writer that does not
exist yet — and a fixture that cannot produce the number cannot witness the guard at all.

4 of the 11 new arms are RED on ASSERT, all four on behaviour that does not exist yet:
a dangling symlink as the round directory (exists() follows the link, so the build dies
on the filesystem's own FileExistsError instead of a sentence), the identical citation
list stated once instead of five times, the same cost line named on both sides of the
verdict, and a removed approach shown by the label the expert saw instead of a raw id.
The other 7 pin behaviour that is already correct; they are not red here, and the proof
that they discriminate is the mutant run, not this commit.

The cause of the identical quote was MEASURED before anything was written, because
"the builder reads the wrong field" and "the outbox says the same thing five times" want
opposite fixes: all five proposals in tunnel-hauglia-2027-08 carry byte-identical
270-citation lists (one sha256 across all five), and so do -04, -06 and -07. It is the
run's whole retrieved context stamped once per proposal. The report cannot make that
quote informative; it can stop repeating it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 10:15:51 +02:00
207337c8a2
docs(invarianter): the B gate's row — what it measures, what it refuses to conclude
Repo convention: every measured decision gets a row in the ledger with the load-bearing test that
turns red when the decision is undone. The row records the three choices the gate states in its
own output (CLI door over MCP, no budget ceiling in toolbox mode, row 6 never green without the
operator), the base64 reason, and the eight mutants that fell in the scratch clone — including
M-6, which shows row 3's green is a measurement and not a vacuous zero: without the
fenced-block rule one prose line in a research doc turns the row red.

v1 gate re-measured after the work: 0/3 · 0/3 · 3/8 · ingen rapport · 3/8 · IKKE MÅLT · 1/20 —
unchanged. PLAN.md § Ferdig-kriteriet untouched, as the order required.

Suite after git add: 2106 passed / 5 skipped / 5 xfailed, rc=0.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 10:02:39 +02:00
f7ade7aa8b
feat(b-gate): the gate that measures po as a toolbox, red on six measured rows [skip-docs]
python -m portfolio_optimiser.evals.b_gate — one command, offline, no model call, exit 1 today:

  1 steg i kjørestien kallbare utenfra        3 av 13   RØD
  2 roller som kan leveres utenfra            0 av 2    RØD
  3 vakter mot en vei fra po til Claude       6 av 6    GRØNN  (435 published files)
  4 løpet drevet uten et eneste modellkall    0 av 3    RØD
  5 Foundry-veien urørt og samme artefaktfamilie 1 av 2 RØD
  6 kjøreboka finnes og er kjørt              0 av 2    IKKE MÅLT

Every denominator is read off the source, never off a list in the gate. Row 1 counts the steps
of the run path that resolve to a symbol AND have a call site; a step is externally callable only
when a CLI (or MCP-registered) entry reaches it without any chat-client construct on the way —
which is why the ten run.py steps are red and round_builder's two plus the v1 gate are green. Row
2 reads the roles off workflow._MAKER_CHECKER_ROLES. Row 3's patterns each carry a known-positive
AND a known-negative fixture, so a guard that cannot hit is not counted as a zero.

Three decisions the operator cannot answer without reading code, made here and stated in the
gate's own output:

* the external door is a CLI subcommand, not MCP — po already has five main() and two console
  commands, and MCP would need a server the run path does not have. The gate still counts an
  MCP-registered door, so the choice does not bind the next order.
* the budget guard in B is NOT po's: BudgetMiddleware is fail-closed on missing usage and is
  never constructed without a chat client, so keeping it here would turn fail-closed into
  fail-open. The ceiling in B is the Claude Code session's own spend, which po neither sees nor
  steers. The Foundry path keeps its ceiling unchanged.
* row 6 is IKKE MÅLT, never green, until the operator attests that the runbook actually drove an
  analysis — a file the gate never writes, the same rule as the v1 gate's attestation.

Row 3's pattern text is base64 in the config so the contract cannot register as its own finding;
that is what lets the row run without an exclusion list, and a row without exclusions is a row
nobody can switch off by adding a filename.

Suite after: 2106 passed / 5 skipped / 5 xfailed (was 2072/5/5; +34 new, none changed).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 08:29:10 +02:00
0a784065d0
test(b-gate): 34 red tests for the gate that measures po as a toolbox Claude Code drives
Operator decision 19.09.2026: in development and test Claude Code LEADS and portfolio-optimiser
is the toolbox. po never calls Claude; production stays on Foundry. This commit writes the
measurement RED — the contract first, the capability later.

Six rows, each with a denominator taken from the SOURCE and counted independently here:

1. toolbox complete — every deterministic step of the run path, anchored to (module, symbol) and
   to the scope that calls it; k = steps reachable from a CLI entry WITHOUT a chat client.
2. what the model delivered can be delivered from outside — denominator read off
   workflow._MAKER_CHECKER_ROLES, k = roles with passing named probes.
3. po has no path to Claude — six patterns, each carrying its own known-positive AND
   known-negative fixture. Pattern text is base64 in the config so the gate's own contract cannot
   register as a hit against the surface it scans.
4. no model calls in toolbox mode — three named probes.
5. the Foundry path untouched — profiles, factory and injection seam read from source, plus a
   schema-comparison probe.
6. the runbook exists — NOT MEASURED until the operator attests, and the gate never writes that
   attestation itself.

Red now for the reason that matters: the tests fail to import a module that does not exist yet.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 08:01:29 +02:00
86c61a343b
test(round-builder): the determinism arm builds twice in two processes, not twice in one
Found while killing mutants: an ordering made to depend on hash() survived
test_two_builds_of_the_same_outbox_are_byte_identical untouched. One interpreter has one hash
seed, so the two builds agreed with each other and with nothing else -- the arm could not tell a
deterministic report from a report that is merely consistent within a process. The ordering arm
caught that mutant, so the seam was witnessed; this one was not witnessing it.

The second build now runs as a subprocess with PYTHONHASHSEED=1. Re-measured with the same
mutant: both arms red, where before only one was.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 07:35:44 +02:00
db38cfc1a4
feat(round-builder): one command turns a run's outbox into a round the gate can read [skip-docs]
python -m portfolio_optimiser.evals.round_builder --outbox <dir> --round <n> --ran-at <ISO>
writes <rounds-dir>/<n>/ with the run's artefacts COPIED in, outcome.json derived from that
copy, and report.md -- the one artefact in a round a domain expert reads and corrects. Round 0
of the v1 criterion can now be made; it counted 0 of 3 because it could not be, which is a
different failure from a round nobody had held.

What it derives it derives with the gate's own functions rather than a second copy: verify_run
decides whether the run stands up to itself (an artefact contradicting its coverage row, a
half-missing family and a stray artefact are all refused AT THE SOURCE, before a byte is
written), stage_of gives column (c), row_changed gives the report's "changed since the previous
round", parse_time refuses a stamp without a zone, safe_rounds_dir refuses a round directory the
repo would commit. The validated total is ledger.to_ore per amount, summed as integers.

Two things it never does, and both are the point. It never writes the operator's attestation --
the gate stops at FORM OK without one, and that is correct, because no arrangement of files can
witness that a run happened. And it never invents: --ran-at is required because no outbox
artefact carries a clock, and feedback_ids stays empty because no run records which feedback
item produced which row. The report says "ingen tilbakemelding forklarer dette" on every changed
row rather than hiding that model noise and an answered objection look alike.

Chosen and why: --ran-at as a required argument rather than the coverage file's mtime, because
an mtime is a filesystem attribute one call sets and reading it as evidence made row 2 green on
a tree nothing had run in (18.09). The report carries no raw stage identifier -- every stage
sentence is "<short name>: <explanation>" so the one-line diff of what changed has words a
reader can act on. A citation shows its COUNT, because a run that cited 446 places and one that
cited one must not look the same.

[skip-docs]: the ledger row is in docs/invarianter.md, which is where this repo's rules live.
README is the product's front door and this is an operator tool behind `python -m`, the same
class as costsim/hitl/preflight, which README deliberately does not carry; v1-rounds/ is
gitignored internal machinery and the gate itself is not in README either. CLAUDE.md was emptied
of exactly this kind of row in session 130 and is not the place to put one back.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 06:09:12 +02:00
0fa612a22f
test(round-builder): 26 red tests for a round directory built from a run's outbox
Round 0 of the v1 criterion cannot be made today: nothing binds a finished run's outbox to
<rounds-dir>/<n>/, and nothing in src writes markdown a domain expert could read. These tests
state what a builder has to do before one exists, and every number they assert is counted a
second time from the fixture's own table rather than read back from the builder.

Red on assertions, not on import: round_builder.py lands as a contract -- dataclass, signatures,
neutral returns -- so each test fails in its own body.

Two gate helpers become public rather than being copied: row_changed (the report's "changed since
the previous round" section must not disagree with the gate about what changed) and
safe_rounds_dir (the builder CREATES the directory the gate only reads, and the writer is where a
leak of the expert's feedback has to be stopped).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-19 05:55:50 +02:00
68079469c3
test(frozen-pin): an added or removed file, and listing order, pinned by tests; drift named apart from missing
K5 survived a full run (a mutant ignoring an extra or removed file left the suite green) and K4
(sort removed) was caught only by corpus data. Now pinned with no corpus: the add arm, the remove
arm, and a shuffled directory listing digesting the same. The gate says "pin-drift" for a drifted
copy instead of "artefakter mangler"; the unread "store" key is gone from frozen_bundles.json; the
forbidden-path scan covers md/yaml/yml/toml and proves a known positive per suffix.

Five mutants killed in a scratch clone (drop-last-entry 8 failed, no-sort, no-names, drift-as-missing,
scan-suffixes-narrowed 1 failed each).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-18 18:49:54 +02:00
a13b905b0c
test(v1-gate): reword a docstring so the net diff carries no mutant talk
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-18 18:32:18 +02:00
c067d0e85b
fix(v1-gate): an attestation cannot be dated in the future or before the run by a timezone, and a doubled key, a link or a directory is red
Chosen: a key written twice is RED (PM recommendation: two answers to one question are not an answer). A time without an offset is RED as ambiguous. A hard link is NOT refused but declared a limit in the output (content binds round, run and date either way). A BOM is tolerated. The clock is a parameter (now=), read by ONE check.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-18 18:15:19 +02:00
cd6fb4302e
test(v1-gate): the attestation's date, form and writer, as red tests — a future date, a +14:00 offset and a duplicated key all read green
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-18 18:11:42 +02:00
1b48124a01
fix(v1-gate): rows 1-2 stop at FORM OK — what files cannot show, a person has to say
The PM checkpoint of 18.09 paid M-6's price three times and row 2 still read 3 of 3 GREEN:
a whole artefact family written by hand and made internally consistent (verdict_id minted
with the product's own rule, about sixty lines of script), four REAL runs' artefacts under
a handwritten feedback file, and `<n>/outbox` symlinked out of the round to a real run
elsewhere. `RUN_ATTESTATION` stood in the output the whole time, and the row was green
anyway — which is the finding: a row that PRINTS its limit and reports GREEN has not
stated a limit, it has decorated one.

One of the three is a hole and is closed; two are not holes at all.

1. The outbox must lie in the round ITSELF (`outbox_escape`). Derived is only derived if
   the filesystem cannot redirect it: `<n>/outbox` as a symlink, or any symlinked artefact
   inside it, is refused by name.

2. Rows 1 and 2 can no longer be green from files. What the computation gives is
   `FORM_OK` ("FORM OK, IKKE BEVIST"): every check the gate knows how to make passed, the
   round counts 0 against the criterion, and the exit code still fails — it is un-green in
   every way RED is. What separates the two is what the reader must do next, not what the
   gate concludes.

3. Green is `<n>/attestering.txt`, per round: the operator's own statement, naming the
   round, the run and the date. Plain text with three keyed lines, deliberately not JSON —
   it is the one artefact in this contract a PERSON types, and a missing brace must never
   be able to read as "not confirmed". Nothing in the product writes one, and a test in
   `src/` says so: a product that can produce a witness to its own run has produced
   exactly the thing these rows cannot.

   A MISSING attestation is FORM OK: nobody has confirmed anything yet, and the gate is
   not entitled to call that a lie. A PRESENT one that names another round or run, carries
   no date, an unparsable date, or a date before the run, is RED: it is a statement about
   something this is not. Row 2 needs round 0 attested as well, since round 1 is measured
   against it — an unattested baseline is an unattested comparison.

The attestation is read raw off `outcome.json` (`_declared_run`), not through
`read_outcome`, so row 1 — which reads no run — does not inherit row 2's artefact checks
through the back door.

Nothing moved on the criterion: 0/3 · 0/3 · 3/8 · no report · 3/8 · IKKE MÅLT · 1/20,
exit 1. What changed is that rows 1-2 now name what they are waiting for, and it is not
another file.

Suite after `git add` on a clean tree: `uv run pytest -q` = 2014 passed, 5 skipped,
5 xfailed (508 s). The attack of b769537/ab00016 is the red half of this commit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-18 16:38:42 +02:00
ab00016ed5
test(v1-gate): the PM's three consistent forgeries, as red tests — a family that agrees with itself is still not a witness
M-6 moved the price of a forgery from `touch` to reproducing the product's own artefact
set. The PM checkpoint of 18.09 then paid that price three ways, and row 2 read 3 of 3
GREEN each time:

  F1  the whole artefact family written by hand and made internally consistent — coverage,
      one proposal/outcome pair per approach, `verdict_id` minted with the product's own
      rule. About sixty lines of script. `RUN_ATTESTATION` stood in the output; the row was
      green anyway.
  F2  four REAL runs' artefacts under a handwritten feedback file.
  F4  `<n>/outbox` made a symlink to a real run's directory somewhere else, so a DERIVED
      path was redirected by the filesystem.

F4 is a hole. F1 and F2 are not: no arrangement of files can be told apart from a round
that happened, because what is missing is not a check but a WITNESS. These tests say so.

Red here, 16 of them:

- rows 1 and 2 must stop at `gate.FORM_OK` — 0 against the criterion, exit still 1 — on a
  tree where every computed check passes but nobody has attested the rounds (F1, F2);
- F2 is built through `outbox.write_outbox` and `write_coverage`, the exact bytes a real
  run leaves behind, so it doubles as the control that `verify_run` reads the PRODUCT's
  output and not merely the shape this test file writes;
- an outbox that is a symlink out of the round, and an artefact symlinked into one, are
  refused by name (F4);
- the step from FORM OK to GREEN is `<n>/attestering.txt`, per round, round 0 included
  because row 2 measures round 1 against it: present and matching -> GREEN (the rc-0
  control, asserted first in every arm), missing -> FORM OK, present but naming another
  round, another run, no date, an unparsable date or a date before the run -> RED;
- nothing in `src/` may write that file: a product that can produce a witness to its own
  run has produced exactly the thing rows 1-2 cannot.

One more arm, green on arrival, and that is the finding: the guard at `v1_gate.py:415`
(`keyed != {(run_id, aid)}`), pinned to a constant-false branch, left the suite at 68
passed, identical to baseline. The guard bit, nothing read it — so
`_mut_the_family_is_labelled_for_another_run` gives the pair the right FILENAME and
another run's labels inside.

The fixture now writes the operator's attestation on every round it builds, and the
file's name is pinned in the test file as well (`_ATTEST_FILE`), the way M-5 pins the
rest of the contract: renaming it in the gate alone must fail a test.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-18 16:24:00 +02:00
a362504108
fix(v1-gate): row 2 binds a round to the run's own artefact family, and says out loud what it still cannot prove
The 18.09 re-measurement took row 2 to 3 of 3 GREEN on a tree this product had never
run in: four handwritten outcome.json, four handwritten <run_id>-coverage.json in an
outbox the forger named in those same files, and os.utime for the ordering. "Round 0
must be a named real run" was implemented as "a file with that name exists" — which
touch satisfies. The attack is committed as a red test in b769537.

Three bindings, chosen because each removes one of the forger's three moves:

1. The outbox is DERIVED, never declared. It is <rounds-dir>/<n>/outbox/, and an
   outcome.json that names one is refused by name. A path a round file chooses is a
   path it can point at a directory the same hand just wrote.

2. "The run exists" now means the run's own artefacts agree WITH EACH OTHER on content
   the gate recomputes (verify_run). Every evaluated approach has the proposal/outcome
   pair write_outbox actually persists; outcome_type IS the coverage status, reason IS
   its detail, a validated row's figure IS the proposal's own claimed_saving_nok, the
   provenance stamp follows the same branch, and verdict_id is RE-MINTED here from the
   proposal's own IR with the product's one minting rule (A5) rather than read. A
   not_evaluated approach wrote neither file, and an artefact naming an approach the
   coverage omits belongs to another run. verdicts._features_from_ir is made public for
   this: a second private copy in the gate could drift from the rule the run stamped
   with, which would turn the binding into a coincidence.

3. mtime decides nothing. The run's time is the round's declared ran_at (ISO-8601 with
   zone, required). An mtime is not evidence — it is a filesystem attribute one utime
   call sets.

What this does NOT do is prove a run happened. Nothing in a directory can: the outbox
writers are byte-deterministic and carry no clock by contract. So row 2 states its own
limit on every run instead of leaving GREEN to imply it (Row.attests / RUN_ATTESTATION):
that a run was actually made, and when, is the operator's to confirm. The cost of a
forgery moves from touch to reproducing the product's own artefact set, minting rule
included.

Measured, in a scratch copy, never in the work tree — four new mutants in this class,
each one line, each felled by the whole suite:
  M7  if "outbox" in data:          -> if False:   1 failed (declares its own outbox)
  M8  if verdict_id != minted:      -> if False:   1 failed (key is not the IR's)
  M9  if strays:                    -> if False:   1 failed (artefact of another run)
  M10 ran_at                        -> coverage mtime  18 failed (incl. the utime test)
Control, same scratch copy, unmutated: 1993 passed, 10 skipped, 5 xfailed.
Work tree, re-run after git add: uv run pytest -q -> 1998 passed, 5 skipped, 5 xfailed.
Gate: uv run python -m portfolio_optimiser.evals.v1_gate -> exit 1, row 2 RED (0 of 3).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-18 15:32:14 +02:00
b769537830
test(v1-gate): row 2 goes green on four handwritten files — the attack, as a red test
The 18.09 re-measurement of 9825b26 made row 2 read 3 of 3 GREEN without a run existing
anywhere: four handwritten outcome.json, four handwritten <run_id>-coverage.json in an outbox
named by those same files, and os.utime for the ordering. read_outcome does cross-check the
outcome against the coverage — but `outbox` is a free path from the round file and the coverage
file is written by the same hand, so "round 0 must be a named real run" is implemented as "a file
with that name exists", which touch satisfies.

The attack is rebuilt in the test rather than driven through the _outcome fixture, so the
fixtures can be raised to a whole run family without the attack drifting with them. Row 1 is
asserted GREEN on the same tree: the feedback IS well formed there, which is what makes this an
attack on row 2 and not a broken fixture.

RED as committed (3, 'GRØNN') != (0, 'RØD') — the fix is the next commit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-18 13:26:58 +02:00
6e7c9c6d5d
docs(deck): Del 1-3a rebuilt on verified seams — MAF-free guard named exactly, backends chain, five startup contracts, three debate stops
The MAF-free rule is a family of guards, not one list: _MAF_FREE_MODULES
holds nine modules (tests/test_okf.py:22-32), ingest/ingest_mcp carry
their own, hitl/notify add a transitive import-graph guard. The repo map
says so instead of claiming one AST guard over eight modules.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-18 07:11:31 +02:00
8988719545
docs(deck): technical architecture deck for AI architects and developers, 68 slides
One-hour walkthrough in seven parts: purpose, architecture, the elements,
the workflow and its feedback loops by duration, the MAF harness (what it
is, its building blocks, what this repo chose and refused), the quality
method with measured status, and the work after v1.1. 48 inline SVG
figures, white background, every content slide carries a source line into
the tree. Numbers carry their denominators; the two-denominator caveat on
the stress rounds and the two attempts of the 14.08 live run are stated.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-18 07:07:07 +02:00
98f1a771f3
docs(claude-md): move the invariant ledger to docs/invarianter.md, verbatim
CLAUDE.md had grown to 310 919 bytes against Claude Code's 150 000-character
injection limit, so every row past the cut reached no session. The 93 measured
rows move to docs/invarianter.md in their original order; CLAUDE.md keeps the
eight short standing rules and a pointer, and says new rows are written there.

Verified as a partition: every moved line appears in the original section in
order, the eight kept rows likewise, and head/tail of CLAUDE.md are byte-
identical apart from the visitor note. One code span is reworded and the ledger
head says so: the funn 99 row cited MAF's DEFAULT_MAX_CONSECUTIVE_ERRORS_PER_
REQUEST with its value inside the span, which the doc-constant-sync gate reads
as a citation of a constant in this package (fail-closed on an unknown name).
The ledger is registered in _LIVE_DOCS, so that gate now also guards it.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-18 06:21:10 +02:00
50c9763706
feat(frozen-bundles): the measurements read a pinned copy, not another repo's build dir
Measured 2026-09-17 17:43: vegnormal-okf rebuilt build/ferdig/r761-2025 while this
repository's v1 gate, the stress judge and four corpus tests pointed straight at it.
Rows 6-7 went IKKE MAALT and five tests fell, for a change no one here made. The failure
mode was never falsehood - the gate says IKKE MAALT and exits non-zero, never green - it
was instability: two projects shared a directory neither owns, so what this repository
MEASURES could move without a commit here.

A copy alone would push that directory one move away, so the copy comes with a pin.
frozen_bundles.json (tracked) carries path + sha256 + file count per base; the bundles
themselves are NEVER committed here. Three states, separated by construction: match ->
resolves; gone -> FrozenBundleMissing (an OSError, so the gate's existing except OSError
gives IKKE MAALT + exit 1 unchanged and the corpus tests SKIP, MAJOR-3's ceiling); drift
-> FrozenBundleDrift (a ValueError), loud, named, and never a skip. The two classes are
deliberately unrelated: a caller that catches "missing" to skip must not swallow "drift".

The NAME is hashed alongside the bytes, and the directory name carries the first 12 chars
of the digest so a stale copy is visible in ls. Renewal is a decision: new copy + new pin
in the SAME commit (README). --bundle-root / PORTFOLIO_VEGNORMAL_ROOT stays as the
operator's explicit, UNPINNED live mount.

Iron Law: the tests were written and run RED first (collection error, then two arms of my
own making). Load-bearing MEASURED, eight mutations all red against the WHOLE suite with a
green control of 1984 passed / 5 skipped / 5 xfailed and a strict node-id superset
(1977 -> 1994, 0 removed): M1 the pin is never verified (7) - M2 drift collapsed into
missing (5) - M3 the name is not hashed (40) - M4 the gate seam reverted to root/name (1) -
M5 the corpus helpers skip on drift too (4, one per file) - M6a the slash spelling back in
src (1) - M6b the quoted path segment back in a test (1) - M7 the directory name drops the
short digest (1, and 45 skipped, which proves absence is a SKIP and not a false green) -
M8 the explicit override ignored (3, two of them in test_stress_judge_loadbearing.py,
independent witnesses older than this work).

M2 FALSIFIED THE TEST FIRST: the four parametrised arms did not go red, they went to SKIP
(5 -> 9 skipped) and stayed green - pytest.skip inside a pytest.raises is not a failure.
The arm now catches pytest.skip.Exception explicitly and turns it into an AssertionError.

grep -rnE 'vegnormal-okf/build|["'"'"']vegnormal-okf["'"'"']' src tests contexts -> 0
(3 + 4 hits before; the three remaining prose mentions document history and are allowed).
Gate re-run against the frozen copy: identical to the live mount (rows 0/3 - 0/3 - 3/8 -
no report - 3/8 - IKKE MAALT - 1/20, exit 1).

Order 20260917T223645Z-1296211942-from-.claude.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-18 03:22:22 +02:00
9825b2677c test(v1-gate): harden the gate against a handwritten green
An independent review made rows 1, 2 and 4 green from a handwritten
directory in a minute, and 10 of 20 mutants survived the gate's tests.

Rounds now need a new point and their own ids, a timezone-aware given_at
in order, and a report the feedback was given on; every outcome must name
a run whose own coverage confirms (a)-(d), the feedback must fall between
the two runs, and a NOK change under 1 % is noise. Row 4 counts content
lines kept unchanged and in order, shows the expert's additions, and calls
a byte-identical copy untouched unless round 3 acknowledges it. Row 6
counts the runs' own proposals. Types 3 and 7 are proven through the real
flags with the action in the result (still 3 of 8). The contract numbers
and the evidence register are pinned to their source. Every run prints
that rows 1-2 cannot prove who wrote the feedback. A rounds directory
inside the repo that git would commit, and a missing stress or bundle
root, are usage errors.

The review's 20 mutants, re-run: 20 of 20 killed.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-17 17:53:40 +02:00
938a1ca30e feat(row6): a proposal whose approach declared no requirement is unsupported
Stress round 6 validated three falsification arms, and every validated
approach rested only on run-level declarations nobody can attribute to one
approach. declare_requirement now takes a required approach_id (a mandate
id or own-proposal; an unknown id is refused naming the valid ones), and a
ValidatedProposal whose approach has neither a mandate requirement nor a
declaration under its own id becomes validator.Unsupported - a Rejection
subclass carrying the validator's own ruling, reported as `unsupported` in
coverage, the outcome artefact, the settlement and the judge, and never
counted or summed. The rule is active whenever the debate held the
declaration tool, the micro base included; the road and pre-pass paths are
untouched. Declaration quality is not judged, so the rule can be satisfied
by declaring any document the run read.

The v1 gate's row 6 probes pass; its artefact half reads IKKE MÅLT because
stress round 6 predates approach-addressed declarations, and IKKE MÅLT is
never green - it fails the exit code.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-17 16:40:54 +02:00
9847e014e7 test(v1-gate): the MAF list is operator-approved; row 5 reads 3 of 8
The eight U-IDs and their type pointers were checked against the approved
list (no deviation) and the data file now says approved, with the date and
the source. Row 5 no longer reports "not approved" but the measured count:
3 of 8 (U12, U4, U6), because a point counts only when every type it points
at is green and only types 1, 3 and 7 are. No gate logic changed.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-17 15:56:57 +02:00
83c94e4fb6 test(v1-gate): the v1 gate, written RED
One command says how far the repo is from v1, row by row, with an exit
code: rounds with a real domain expert 0/3, traced measurable change 0/3,
feedback types with a way in and an action 3/8 (1, 3, 7), round 3 report
kept - none, MAF points with a green type pointer 0/8 (list not approved),
validated without the approach's own declaration 10/10 in stress round 6,
and `named` 1/20 as a diagnosis that never moves the exit code.

The gate defines the contract (a fixed rounds directory, gitignored by
default), not the generator. Rows 3 and 6 run named tests with
--runxfail; the red probes are xfail(strict=True) so the suite stays green
while the gap is real. No product code changed.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-17 15:31:48 +02:00
b00f78fee9 chore(continuity): keep PLAN.md local-only, like STATE.md
The persistent plan (global fourth continuity layer, 2026-09-15) follows
STATE's remote rule: this repo publishes to open/, so PLAN.md must never
be tracked. git check-ignore -v PLAN.md returned rc=1 before this change.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-17 09:50:24 +02:00
3f04f90261 docs(p22): stress round 6 -- the three findings closed, and what the closing exposed
Five paid runs, rc 0 on all five, 913 320 tokens, no round cap hit, anchored 6 of 6.

DEL A hit hard: naming the project's own cost codes in stage 0's refusal took `priced` from 0 of 20
to 16 of 20 and validated approaches from 0 of 20 to 10 of 20, with invented cost codes down from 26
to 12. The largest single movement any part has produced in six rounds.

DEL B moved a number three rounds had not: declarations pointing at an answer-key concept went
0 of 13 -> 0 of 12 -> 5 of 16, and requirement_hit per approach 0 of 20 -> 3 of 20.

DEL C halved the guessing: read_file against a document the base does not hold went 7 of 52 to
3 of 51, read_dir against a level it does not hold 8 of 128 to 2 of 97. Two of the three remaining
read_file misses got the NEW document clause, so DEL C fired live.

AND THE CLOSING EXPOSED SOMETHING LARGER. must_refuse -- the falsification arm, the one approach per
set the base has no ground for -- went 5 of 5 to 2 of 5. Three were VALIDATED. P21's 5 of 5 was not
sharp: it was achieved because the model invented a cost code, not because the base lacks ground.
The order predicted exactly this. Now the arm discriminates, and it says nothing in the gate speaks
to whether the base supports the direction. That is finding 1 and it stands first, with a named
solution and an operator decision attached.

Also recorded: the order's own cited figures re-measured with denominators before anything was built
on them. "requirement_hit 0 of 12" mixes a per-approach field (0 of 20) with the declaration count
(0 of 12); "0 of 20 validated" and "26 rejections" are two different populations (20 approach rows
vs 20 + 6 own-proposals); and the read-miss figures hold under the context_files definition while
the judge's filesystem one gives 6 of 52, not 7. Rounds 4 and 5 are re-judged with the same
instrument; round 3 is deliberately NOT, because filling in anchored/priced/stage from prose would
be inventing a measurement.

Honesty limits: five paid runs on one question are not a sample; every amount in the price schedules
is invented and the FORM is what is not; the cost figure is an ASSUMPTION at list price with no
invoice read; and must_refuse 2 of 5 is not evidence the system got worse, it is evidence the
previous measurement could not discriminate.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-16 01:50:40 +02:00
f8709ec228 feat(p22): a refusal names the DOCUMENTS when the ancestor has no subdirectories
P21/C2 made a refusal for an absent path name the ancestor's SUBDIRECTORIES, and it bought what it
was built for: read_dir against a level the base does not hold went from 16 of 104 to 8 of 128. It
did nothing for documents -- read_file against a document the base does not hold went 2 of 38 to
7 of 52 -- and the reason is structural: the nearest listable ancestor of a guessed DOCUMENT path
often holds documents and no subdirectories, and then the neighbour clause was omitted, deliberately,
because an empty list is a sentence with nothing in it.

Measured over round 5's six read_file misses, THREE land on such an ancestor: krav/N100 with 445
documents, and R761/1 with exactly ONE -- which two separate guesses in one run were both reaching
for. The other three have subdirectories and were already answered.

okf.nearest_documents is the sibling of nearest_subdirectories, never a widening of it: never both
clauses, and the subdirectory branch stays FIRST, which is what keeps every C2 refusal byte-identical.
Built from context_files and through the same in_dimension predicate the listing uses, so a refusal
can never advertise the type: verdict layer by path, and every name it hands back resolves -- measured
by feeding each one back into read_file, not by asserting the list is non-empty.

A MUTATION FOUND THE RANKING UNWITNESSED, and that is recorded rather than dropped: replacing
_shared_prefix with a plain reverse sort left the whole suite green. The bound, the source and the
resolve property were all gated; the ORDER was not. For R761/1 that costs nothing, but a level of a
delivered corpus can hold 445, and then which five it names is the whole value of the clause. The new
arm builds a level where the closest name is also the LONGEST, so a length rule puts it last and an
alphabetical one puts another first -- only the prefix rule puts it first.

Load-bearing MEASURED (tests/test_document_neighbours_loadbearing.py, 10 arms), seven mutations all
red against the WHOLE suite + green control 1891/5 (from 1881/5, superset, 0 removed) and golden
demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f): C1 detach the document branch in read_file (5 red) -
C2 detach it in read_dir (1) - C3 build from files (1) - C4 ignore the dimension (1) - C5 no bound
(1) - C6 both clauses at once (1) - C7 a second ranking rule (1, after the test was fixed; green
before, which is the finding).

Honesty limits, stated: the foreign-dimension arm was VACUOUSLY green before this change (nothing
was named, so nothing could leak) and is gated only now -- C4 is what makes it real; no LIVE model
has read the new clause (DEL D is the measurement); and the clause is help text, not a gate -- it
cannot make a guessed path right, only cheaper to correct.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-16 01:17:39 +02:00
9072359606 feat(p22): declare_requirement answers with a COMPARISON, not a confirmation
P19 DEL A made a direction name the requirement that binds it; P20/A1 made the reply carry the
DOCUMENT's own title and number instead of echoing the caller's arguments. Re-measured at the head
of this session against the six round-5 debate traces: requirement_hit is 0 of 20 approach rows and
0 of 12 declarations -- the third round in a row at zero. P21/C1 made the runs LOOK first and it
worked on its own terms (distinct documents before a declaration went 1,1,1,2,5,13 -> 3,3,5,7,11,12)
and the hit did not move. The runs were made to read MORE, not righter.

The reply now compares: it names the directions the run was commissioned to pursue and says which
of their words appear in the declared document's own title and number, or that none do.

A REPORT, never a gate -- the declaration is recorded either way, because a requirement can bind a
measure without sharing a word with the name someone gave it, which is exactly how the alternative
rule the C1 measurement rejected failed one rung over. The words compared are the DOCUMENT's, never
`ref`: a comparison against the caller's own argument can only ever agree. Matching is generous in
both directions, and that failure direction is chosen -- a false "no overlap" pushes a model away
from a declaration that was right, a false "overlap" merely keeps the report quiet.

MEASURED BEFORE IT WAS BUILT, offline against the six traces as the order required (no paid calls
in DEL B): the rule speaks on 10 of 12 declarations and stays quiet on 2. A rule that spoke on 12
of 12, or on 0 of 12, could not tell the two classes apart.

`labels` defaults to empty, so every call site written before today is byte-identical and the three
keys are ABSENT rather than empty -- "there was nothing to compare against" and "we compared and
found nothing" are different facts. RUN-level, as the declaration itself is (P19 A4).

Also re-measured: the order cited requirement_hit as "0 of 12". The field is per APPROACH (0 of 20);
12 is the number of DECLARATIONS (7 distinct, 0 hits). Both zero, so the conclusion stands, but they
are two populations.

Load-bearing MEASURED (tests/test_requirement_comparison_loadbearing.py, 8 arms), eight mutations
all red against the WHOLE suite + green control 1881/5 (from 1873/5, superset, 0 removed) and
golden demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f): B1 detach the run.py wiring (1 red, that arm alone) -
B2 always report an overlap (5) - B3 never report one (2) - B4 compare against the caller's ref
(1, that arm alone) - B5 make it a gate (5) - B6 emit the keys with no directions (2, one an OLDER
independent witness) - B7 exact token equality instead of substring (1) - B8 drop the minimum word
length (3).

Honesty limits, stated: no LIVE model has read the comparison yet (DEL D is the measurement); the
report cannot say a requirement IS right, only that it shares no word with the direction; and
finding 4 (`named` 1/20) is this same matter from the other side, so DEL D measures it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-16 00:04:47 +02:00
0a81de2d76 feat(p22): stage 0's unknown-code refusal NAMES the codes the project buys
P21 was the first ANCHORED stress round and it bought something real -- must_refuse 5/5, all
five caught on stage0-baseline. It cost something measured just as clearly: 0 of 20 approaches
validated, and 26 of 26 rejections (20 approach rows plus 6 own-proposals -- a LARGER population
than the 20) read `unknown cost code '<invention>': not in project P's cost baseline (5 known
codes)`. The model invented signalregulering_konstruksjon, VENTIL_IMP, RIGG01, baerelag_asfalt
and 22 more, and it could not have done otherwise: the price schedule reaches the VALIDATOR and
never the proposer, and the refusal stated the COUNT of known codes, not one name. Step 5 feeds
that sentence verbatim into the next attempt -- and "you guessed wrong, there are five right
answers" carries nothing to correct towards.

The contrast already lived in the same stage: the MAGNITUDE half NAMES the baseline value, and
that is the half that let the loop converge in session 94. This gives that property to the other
half, in one place, and Step 5 carries it forward for free.

The window is a FIXED COUNT of whole codes (20), never a share, and it counts codes rather than
characters because a character cut can sever a code mid-name and hand the proposer an identifier
that exists nowhere. The cut is announced; a schedule that fits is not marked truncated; the
order is the schedule's own.

Measured with denominators: every cost baseline in this repo or its measured corpora is at most
six codes, and the largest real delivered price schedule measured is K2's prissammenstilling at
14 priced rows. Nothing measured reaches the window; it exists for the R761-style mengdebeskrivelse.

Load-bearing MEASURED (tests/test_named_known_codes_loadbearing.py, 10 arms), eight mutations all
red against the WHOLE suite + green control 1873/5 (from 1863/5, superset, 0 removed) and golden
demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f):
A1 revert to the bare count (7 red) - A2 a share instead of a fixed window (6) - A3 sorted (1) -
A4 silent cut (2) - A5 character slice (3) - A6 no bound at all (3) - A7 break the rejection_stage
marker (2, one an OLDER independent witness) - A8 grow the magnitude half with a code list
(2, one an OLDER independent witness).

Honesty limits, stated: no paid run yet confirms this changes the outcome live (that is DEL D);
the truncation branch is exercised only synthetically because nothing measured reaches the window;
and the schedule still does not reach the prompt, so the first attempt guesses as before.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 22:52:37 +02:00
f751a66bbe docs(p21): stress round 5 -- the first ANCHORED round, and what the anchoring cost
Five paid runs, rc 0 in all, 1 130 145 tokens (~NOK 7,6 under P20's stated list-price
assumption; no invoice read).

What the anchoring bought, measured off the artefacts rather than inferred from the
flag: cost_baseline_anchored true 6/6, and the falsification arm a4 passed 5 of 5 with
ALL FIVE caught by stage0-baseline -- the one stage that knows what the project buys.
Round 4, re-judged with the same instrument: 4 of 5, every one of them on stage 0b, and
the fifth VALIDATED.

C1 fired live and changed behaviour: distinct documents opened before a declaration went
1/1/1/2/5/13 -> 3/3/5/7/11/12, and THREE declarations were refused mid-run (15 calls, 12
recorded) after which the model read more and declared again. C2: read_dir against a
level the base does not hold fell from 16 of 104 to 8 of 128.

And what it cost, measured just as plainly: 0 of 20 approaches validated (round 4: 4).
All 26 rejections read "unknown cost code" -- because the schedule reaches the VALIDATOR
and never the prompt, and stage 0's refusal names HOW MANY codes the project has and not
WHICH. Step 5 feeds that refusal back verbatim, and "you guessed wrong, there are five
right ones" cannot be corrected. Contrast the magnitude arm, which names the baseline
value and therefore converges.

Four remaining findings, each with a NAMED solution and an estimate -- the first is one
sentence in _reconcile_against_baseline.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 12:08:51 +02:00
ac0bfdba27 feat(p21): a declaration that must have LOOKED, and a refusal that names the neighbours
C1. Round 4 produced 13 declarations over six runs and NOT ONE named a fasit concept.
The distinct documents opened before each were 1,1,1,1,1,1,1,2,5,5,6,13,13: seven
declared the base's FIRST requirement after opening exactly ONE document.

The order offered two rules and asked which discriminates. Replayed against the real
listings: "the declared document must have come back from a read_dir filtered on a word
from the approach's label" refuses 13 of 13 -- including Soraasen's 12.11, the closest
any run came -- because ZERO of the 13 were reached through a filtered listing at all.
A gate that refuses every measured case, right and wrong alike, cannot discriminate.
"fewer than k distinct documents opened" at k=3 refuses 8 of 13 and keeps the five that
navigated. k=3, 4 and 5 refuse the SAME eight -- the distribution has a gap between 2
and 5 -- so the threshold is not on a cliff, and 3 is the lowest of that plateau.
DISTINCT paths, not calls, and capped by the base's own size so a small base stays
declarable.

C2. Over the same traces 18 of 143 path-bearing calls named a path the base does not
hold, ELEVEN of them one run walking R761/4-3, 4.3, 4-2, 4-1, 4-0, 4-5, 4-6 while the
real names are R761/4, R761/41, R761/42. The refusal already named the nearest listable
ancestor; now it also names up to five of that rung's own subdirectories, ranked by
longest common prefix with the segment that failed. ONE copy shared by both refusal
sites, built from context_files through in_dimension, so every name handed back resolves
and the verdict layer can never be advertised in an apology. MEASURED after: 16 of 18.

Load-bearing MEASURED, four mutations all red against the WHOLE suite, green control
1863/5, golden byte-unchanged: C3(i) the declaration gate detached (2 red) . C3(ii) the
neighbour list empty (6) . C3(iii) built from files (1, the verdict arm alone) . C3(iv)
count CALLS instead of distinct documents (1, the repetition arm alone).

Three existing arms REWRITTEN, not weakened: all three read one document and declared,
which is the measured failure class exactly.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 11:38:57 +02:00
7b4f85d77c feat(p21): the PROJECT carries the price, so a run against a road normal can be anchored
Four paid stress rounds ran entirely UN-ANCHORED, all of them, because the one file
loader reads cost-baseline.json out of the BUNDLE and no vegnormal ships one: N100,
N200, N500 and R761 are knowledge, and knowledge carries requirements, never amounts.
The validator's stage 0 -- the one stage that tells an invented cost line from a line
this project actually buys -- was skipped in every single run, so "validated" could not
mean what it says. P20 G1/G2 measured real R761 process numbers (12.11 three times on
Soraasen, 1.1.1 on Lindaas) validating with amounts nobody had anywhere.

--cost-baseline FILE is PM decision (e), taken over the three alternatives P20 wrote
down. A LOADED object, never a path (prepass_payload's rule): the CLI owns the file and
loads it ONCE, so the notice, the stamp and every base of an --across-bundle pass all
descend from one read. ONE parse, two doors -- load_cost_baseline delegates to
load_cost_baseline_file -- while safe_resolve stays on the bundle door alone, because a
project's own schedule is legitimately outside every base. No tolerant twin: this path
exists only because an operator NAMED a file.

DEL B: five anchored context sets, a1-a3 with their line and a4 with none, so stage 0 is
what catches the falsification arm. THE ORDER'S OWN ARM (h) WAS FELLED BY MEASUREMENT:
"no baseline code is a requirement number the base declares" is measured 0 of 4 on the
project-coded sets and 5 of 5 on kontrakt-sorasen -- which is what R761 Prosesskoden IS,
a bill of quantities priced BY process code. The complement keeps both, and the order's
own mutation still bites.

DEL B3: the judge reports anchored (off the run's own stamp), priced per row, and WHICH
falsifier caught the falsification arm.

Load-bearing MEASURED, five mutations all red against the WHOLE suite, green control
1850/5 (from 1809/5, superset, 0 removed), golden byte-unchanged:
A3(i) the flag is read but the baseline is unused (3 red) . A3(ii) only the first base
gets it (1) . A3(iii) report_forbidden drops it (1) . B2(i) a4 gets a line (1, arm (g)
alone) . B2(ii) a code swapped to 12.11 (2, arms (f) and (h)).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 10:49:10 +02:00
587480f050 docs(p20): stress round 4 -- five paid runs, and the order's own rule felled by measurement
The report: what each part bought (measured, not attributed), the two premises
felled, the sixteen-mutation battery, and five remaining findings each with a
named solution and an estimate.

Headlines: fasit concepts opened 2 of 32 (round 3 + P17b: 1 of 32); a4
must_refuse 4 of 5 pass (round 3: 2 of 4 failed); stop_reason empty in 6 of 6
(round 3: rounds in 5 of 5); own-proposal evaluated 6 of 6 (round 3: 0 of 5);
parse failures 1 row in each of four outboxes (round 3: 11 rows in one run).
896 492 tokens, ~NOK 6 under a stated list-price assumption -- no invoice read.

The P20/B gate fired LIVE: lindaas-02/r761 a4-indeksregulering, the same
approach P17b carried to validated on 1.10.4, was refused on 1.10.8.3/1.10.8.4
naming the denominator 2765.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 08:28:54 +02:00
e513bc97ad fix(p20): code_forms follows ITS OWN approach, and the announcement has a witness [skip-docs]
Two defects the mutation battery and the paid round found, both measured before
being touched.

(1) code_forms described the WRONG candidate. Every per-approach artefact copied
the run's stamp and overrode only validator_decision, so an artefact about
approach 2 reported approach 1's codes. Measured in BOTH round 3 and round 4 --
and stress.py, which reads this field before re-deriving, then produced an EMPTY
prose_codes for every approach but the first, which is what round 3's table was
built on. The field's own comment already says it is stamped "off the proposal
being stamped"; run-level was the drift, not the intent. Model, citations and
token usage stay the run's, because they are the run's.

(2) The C2 announcement seam had no witness. Mutation C-iii reverted the call
site to `args.project_id or "the portfolio"` and the WHOLE suite stayed green
(1808/5): all three arms drove announced_subject directly. The missing arm drives
main() on a free dry run and reads the announcement off STDOUT, where an operator
reads it, and is red against exactly that mutation.

Sixteen mutations, ALL red against the whole suite. Green control 1809/5 (from
1781, +28, 0 removed), golden demo-transcript.stdout BYTE-UNCHANGED
(shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 08:28:44 +02:00
c8f0c8f7c4 feat(p20): the requirement that is RIGHT, and a clause number that is not a price
Three seams, one commit: A, B and C touch the same four modules (run.py carries
the debate task, the grounding composition and the announcement; okf.py carries
one reference-number vocabulary read by both A and B), so splitting them into
three commits would have meant hunk-level staging of entangled files. Stated
rather than silently restructured.

A — the declaration answers with the DOCUMENT's own words. Measured: 13
declarations over round 3 and P17b, not one naming a fasit concept, while the
tool answered {"declared": true, ...} by echoing the caller's own arguments. It
now returns the document's title and req_number, read off Bundle.context_files
(so the type: verdict layer can never be named back), plus the sentence saying
what the declaration binds. A path the base carries as no concept answers with
empty strings rather than refusing. The commission's success_criteria now reach
the DEBATE task through mandate.criteria_block, the one renderer, empty when
there are none — which is what keeps every un-commissioned prompt, and the
golden, byte-identical.

B — a clause number is not a price. THE ORDER'S OWN RULE WAS FELLED BY
MEASUREMENT: it asks to refuse a code that IS declared req_number/prosessnr,
and neither of its two known positives is. n500 declares seksjon 10.4.1..10.4.4
but never the bare 10.4; r761 declares 2727 prosessnr and 2753 seksjon, none of
them 1.10.4, which occurs once, as prose ("iht. vegnormal N200 kap. 1.10.4").
The COMPLEMENT fires on both and closes the hole _ground_against_input already
admits in writing -- "it fails OPEN on a coincidental match". Unanchored run +
requirement-shaped code + the base declares a vocabulary + the code is not in
it -> refused, naming the denominator. All five of kontrakt-sorasen's real
process codes ARE declared and pass, which is what keeps the one context set
built on real codes measurable. Replayed over all 24 codes of round 3 + P17b:
exactly the two known positives flip validated -> rejected, 22 unchanged.

C — a parse failure no longer burns the round ledger blind. _fetch_parsed takes
a BUILDER instead of a finished message list, so the retry carries the parse
reason; measured, kontrakt-sorasen-04 spent 11 of 12 rounds re-asking the same
question. And announced_subject names the routed bases instead of saying "the
portfolio" for a two-base commission.

Suite 1807/5 (from 1781, +26, 0 removed), golden demo-transcript.stdout
BYTE-UNCHANGED (shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f),
ruff and mypy clean.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 06:02:46 +02:00
64723c5d89 docs(p17b): one commission across two bases -- the paid run, and the arm that got through
One run, n200-2024 + r761-2025, rc 0 in 453 s for 557 345 tokens (~NOK 4, list
price assumed and stated). Both bases finished with stop_reason "" and ZERO parse
failures -- round 3's dominant finding (rounds in 5 of 5) did not repeat, which is
one data point and not a contradiction of P19 F3/F4.

Five of six proposals fell on P7's stage 0b, exactly as the FREE drill predicted:
0 cost lines in either base, so every code the proposer invents is refused. The
sixth is the finding: the falsification arm a4 was VALIDATED on the code 1.10.4 --
an R761 process number -- so P19 F1 is now reproduced on a second base and with a
second identifier form. The named remedy is measured here too, free:
--require-cost-baseline gives rc 1 in 2.1 s with zero model calls.

Cross-base learning was NOT exercised: no --decision/--rationale, so F2 means no
verdict was minted and the store stayed empty. Said plainly rather than implied,
with the offline arm that does prove the seam named.

Also records what one run over two bases bought against two single runs -- one
commission, one ledger, one shared store -- and that it bought no tokens.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 05:05:47 +02:00
c4e88003e2 fix(p17b): close the flags multi-base mode neither carried nor refused [skip-docs]
Measured after the paid run, not before it: the across-bundle door honoured
fourteen flags and refused five, which left eight accepted and then dropped. The
worst of them was ``--mcp-config`` -- configured egress with nothing printed,
which this repo forbids outright -- and ``PROJECT_ID``/``--docs-dir``, which
would LOOK honoured while the dispatch read each base's project from that base's
own IR projection and used each base as its own docs dir.

The two anchoring flags are WIRED rather than refused. They are bundle concerns
and this dispatch hands ``run_project`` one bundle at a time, so they compose
exactly -- and ``--require-cost-baseline`` is the named remedy for the defect
this session's own paid run measured (``1.10.4``, a requirement number accepted
as a cost code on a base with no schedule: P19 F1, now reproduced on a second
base). Wiring the free drill too, so the dry run and the paid run cannot
disagree about what the run will do.

The two ``requires --bundle-dir`` guards no longer answer for this mode: falling
through would tell an operator to add the one flag this mode also refuses, which
is the repo's own standing objection to that pattern.

Mutation (v) -- the requirement reaches the dispatch and never the per-base runs
-- is red on its own arm against the whole suite. Suite 1781/5, golden unchanged.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 05:02:05 +02:00
da0ccd0489 feat(p17b): a context set that spans TWO bases, and a judge told which one [skip-docs]
``contexts/dekke-og-kontrakt-lindaas-2027`` is the first set whose approaches
route at more than one knowledge base: a1/a2 at n200-2024 (material requirements)
and a3/a4 at r761-2025 (the rig, and the falsification arm). That is the whole
reason it exists -- P17b measures that ONE commission can be run across several.

``bundle.txt`` grows a block per base; a set naming one base is one block, so the
four pre-P17b files parse byte-identically. The reader now has ONE home
(``stress.read_bundle_declarations``): it used to be a private copy in the P14
gate and a second, looser one inside ``stress.main``, and the multi-base form is
exactly the change that would have let them drift.

Rule U becomes the UNION of every declared base, and that is not a formality.
MEASURED 15.09: ``enhetspris`` is absent from n200-2024 and carried by 70 of
r761-2025's 2 756 concepts, so anchors admitted per base would have admitted a
question the pass as a whole CAN ground. It was dropped from the fifth set's
anchors for that reason.

``score_context_set(bundle_id=...)`` restricts the judgement to the approaches
routed at THIS base. Without it, judging the n200 outbox reports the r761
approach as ``not_evaluated``/``absent`` -- a false finding, because that
approach WAS evaluated, against the other base, under the other run_id. That
defect is pinned by its own arm. The judge's CLI refuses to guess when a set
declares several bases, with an rc-0 control on ``--bundle``.

Arm (d) gained a second half: every DECLARED base must be named by some
approach, because a base no approach names is never run.

The P19/B2 fasit denominator moved 26 -> 32 and is asserted, not dropped: six new
references, two of them bare ``prosessnr`` (12.11, 12.12), so B1's
punctuation-and-digits form is now exercised by a fasit and not only by a
known-positive.

Suite 1774/5, golden byte-unchanged.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 04:44:37 +02:00
5e4c497a84 feat(p17b): ONE commission, SEVERAL bases -- reachable from the command line
``run_mandate_across_bundles`` has existed since session 58, reachable from FIVE
test files and from NO command line (measured: ``grep -n across-bundle run.py``
= 0 hits). ``--across-bundle <dir>``, repeated once per base, is that door.

The engine takes a CALLBACK rather than an outbox directory. Its own docstring
has always said N runs need N ``run_id``s and that minting them there would
default a key this repo requires a caller to supply -- so ``outbox_for`` is that
contract KEPT, not relaxed, and the operator-chosen ``<run-id>-<bundle_id>``
rule lives in ``main()`` where the decision was made. The order's alternative (a
caller running ``run_project`` itself over ``route_by_bundle``'s sub-mandates)
would be a second copy of the loop's id reconciliation, shared store, per-base
project resolution, collision accounting and both budget teeth.

``resolve_bundle_routing`` is ONE resolution shared by the engine and the
dry-run arm: a free trip answering with a different project id, or tolerating a
duplicate id the paid dispatch refuses, would rehearse a different run.

``{run-id}-multibase.json`` is written from a ``finally`` and every row is built
from the resolution plus disk, so the pass a cap cut short still leaves the
record. ``completed`` is a required field for ``ExplorationTrace.completed``'s
reason. ``stop_reason`` is read BACK from each base's own coverage artefact.

Load-bearing MEASURED (17 arms), four mutations all red against the WHOLE suite,
green control 1761/5 (from 1744/5, superset, 0 removed), golden byte-unchanged.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 04:24:48 +02:00
fc26d4f0a0 docs(p19): stress round 3 -- five paid runs, and the premise the order rested on
DEL E, and the whole report. Environment measured before the paid arms: the
Foundry endpoint resolved INLINE from az, the client probe green (not skipped),
and a free --live-dry-run on all four sets first. Parameters are P18's,
unchanged for comparability.

The order's A1 premise was felled before anything was built on it: the stress
command carries no --explore, the two are refused together, and none of the
nine round-1/2 outboxes holds an exploration artefact -- so a demand only the
hypothesiser could carry would have been inert in exactly the paid runs this
order commissions. A2's own sentence points at a tool, and that is what made
round 3 measurable: a LIVE model called declare_requirement in 5 of 5 runs,
and used the read_dir filter 4 to 38 times per run against 0 in rounds 1-2.

The headline moved and barely: fasit concepts OPENED 0/26, 0/26, then 1/32.
That is movement, and it is one document.

Four findings remain, each with a named solution and an estimate. The first
already has one built: --require-cost-baseline, measured 15.09, refuses the
exact run that validated a REQUIREMENT number as a cost code -- before the
first model call, at NOK 0. Whether it becomes the stress round's default is
the operator's call, not this session's.

Honesty limits stated: B3 never fired live (it is proved on two replayed
artefacts), the prose-code fall is not isolated to it, sorasen-04's spend is
unknown because the artefact carrying it was never written, one variance pair
is not a sample, and no invoice has been read.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 03:31:34 +02:00
4c6084e5df feat(p19): the trace says HOW, and a run says what it spent and why it stopped
DEL C. P18 gave read_dir a window (filter/offset/limit) and then measured its
own paid round without being able to see it used: five of 31 documents read
lay outside the default window, so the window HAD been widened and the trace
could not say with which knob. ToolCall now carries the three arguments,
always present and empty/zero when not passed -- an absent key and "not
narrowed" must not read the same -- and the judge counts filter_calls and
paged_calls. _number_argument is a SIBLING of _string_argument, not a widening
of it: a model may send limit as 10 or as "10", and a reader that knew one
shape would report a paged call as unpaged.

DEL D. P18's finding 4 was WRONG AS WRITTEN. provenance.token_usage has been
stamped on every proposal artefact since S3.4 and stands in every one of round
2's; what was missing is a READER. The judge reads it now (round 2 measured:
289 054 tokens against round 1's 2 679 305, -89 %), and the P18 report gets a
dated correction UNDER its original paragraph rather than instead of it.

What was genuinely absent is {run_id}-coverage.json. settle prints the
coverage report and ApproachOutcome has carried not_evaluated since Trekk A3,
but neither ever reached a file, so a judge could see an approach had no
artefact and could not tell a budget stop from an approach nobody ordered.
Written from the finally IFF a mandate was given. stop_reason comes from a
CALLER-OWNED sink rather than from in_flight, and that is a measurement:
_evaluate_mandate SWALLOWS BudgetExceeded once something has been produced, so
run_project's own in_flight never sees it.

Load-bearing measured (10 arms), four mutations all red against the whole
suite, green control 1744/5 and the golden byte-unchanged. D-i stood GREEN
first -- the vacuous-gate class, 25th time: the arm called write_coverage
itself and therefore chose the reason it then asserted.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 03:05:52 +02:00
d74f32dc1c feat(p19): a cost code must have a FORM where the input offers forms
P18's round 2 ended with two VALIDATED proposals whose affected_item codes
were ordinary words from a road standard's prose -- impulsventilator (4 of
270 N500 documents) and bituminoest baerelag (4 of 1133 N200). Both are
grounded in P7's sense and neither is inert in P18/B1's sense; they are simply
not identifiers of a cost line, and the gate had no stage that could say so.
Known positive MEASURED, not asserted: replayed offline against the bases
those runs were given, both come back Rejection naming the denominator.

IDENTIFIER_FORMS moved from generate.py to validator.py: they now drive both
P8's report and this gate, and two copies of "what an identifier looks like"
would let the two disagree about one run's own input.

B1 -- two new forms, transcribed from measurement. R761's requirement numbers
are bare dotted numbers and all six refs in kontrakt-sorasen's fasit are of
that shape, which neither pre-P19 form matched: r761's whole offer was 3
identifiers over 6.5 MB, and is now 2332. The FIRST form was widened in the
same pass because B2 made these forms decide prose vs identifier, and this
repo's own ENERGI-TOTAL-EL matched none of them -- a gate may only be wrong in
the direction that admits too much.

Three things keep the gate from being a rule about shapes: the generality
guard (it fires only where the input offers forms), the baseline exemption
(stage 0 has already ruled that code real), and full-matching.

Honesty limit, measured and given its OWN arm: a decimal and an R761 process
number are typographically identical, so the form counts both. P8's existing
"bare numbers" arm is narrowed to bare INTEGERS accordingly.

Measured over all nine round-1+2 outboxes: 26 of 36 codes are prose.

Load-bearing measured (22 arms), four mutations all red against the whole
suite (16 / 10 / 1 / 2), green control 1734/5 and the golden byte-unchanged.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 02:11:29 +02:00
c84e8bf6f1 feat(p19): a direction must NAME the requirement that binds it, and have READ it
Two paid rounds scored 0 of 26 fasit concepts opened -- the same number twice.
P18 closed the navigation side (a listing is a window, an invented path is
refused by name) and it did not move, which makes it a ROLE question: nothing
in the loop ever asked the model to say what requirement binds the direction it
committed to, so opening one was never on the critical path to an answer.

A PREMISE OF THE ORDER WAS FELLED BEFORE ANYTHING WAS BUILT ON IT. A1 places
the demand in _INSTRUCTIONS[HYPOTHESISER_ROLE] alone. Measured: the stress
command sends --mandate and NOT --explore, the two are refused together by
name, and none of the nine round-1/2 outboxes holds a {run_id}-exploration.json
-- the hypothesiser never runs in a stress round, so A3 would have been
unreachable in exactly the paid runs this order commissions.

A2's own sentence resolves it: the refusal goes to the model "som en tur den
kan rette (samme mekanisme som quick_validate's nekt), ikke som en raise" --
and quick_validate IS a tool. declare_requirement therefore lives in
navigator_tools, held by BOTH roles that navigate (the exploration, and since
S2c the debate). It EXISTS only when the caller offers both sinks, which keeps
every pre-P19 call site byte-identical; one sink without the other is refused
at construction. 'opened' is the SAME list ExplorationToolRecorder fills, so
the refusal reads the run's own read trace.

The marked hypothesis carries 'requirement' as a REQUIRED key: omitted is a
hard error, explicit null is legal and needs 'why_none', a half-named one is
refused. A minted approach carries it; a seed never acquires one. The proposer
prompt names it only when the field exists, and the judge counts a hit against
THIS approach's fasit concepts, never against the base.

Load-bearing measured (12 arms), four mutations all red against the whole
suite, green control 1711/5 and demo-transcript.stdout byte-unchanged.
A-iii's predicted signature was FALSIFIED: the golden stays green because the
demo runs without a mandate, so _build_messages' approach branch is never
taken there. A-iv was GREEN first -- the repo's vacuous-gate class, 24th time:
the arm drove _attributable while the hit is computed at the call site.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 01:21:47 +02:00
e7ba367f9d docs(p18): stress round 2 -- five paid runs, and the mutation that found a hole
P18 parts D and E (order 20260914T105139Z), plus the two things measuring
them turned up.

DEL D -- five paid runs (gpt-4-1-mini, azure, PACE_SECONDS=2), same four
context sets, SAME parameters on all four (--max-rounds 3 --max-tokens
600000), plus one variance repeat of gate-nordvik. All four free
--live-dry-runs first: rc 0, and Grounding-offer numbers IDENTICAL to round 1
(435/272/982/3) -- the control that the Grounding structure did not change
what the gate measures.

MEASURED, round 1 -> round 2:
- runs that died on the token cap: 3 of 7 -> 0 of 5, and two sets now fit a
  LOWER cap than round 1 had to give them;
- guessed read paths: 12 -> 0;
- wall time, the two sets whose parameters are directly comparable: n100
  140.1 s -> 70 s, n500 73.5 s -> 69 s;
- 5 of 31 read_file calls opened documents BEYOND the default window, so the
  window WAS widened -- the trace does not record which knob (finding 1);
- (a) grounded in a fasit concept: 0 of 26, UNCHANGED. That is the mission
  gap, and DEL A did not close it.

The a4 falsification arm fails once in each round, on a different set. r761's
a4 is now rejected -- but NOT by B1: the model proposed "Kontraktsum" this
time, so the "appears nowhere" arm caught it, and B1's effect on that row is
proven offline, not live. NEW failure: tunnel-hauglia a4 VALIDATED on
"impulsventilator" (3/270 documents), and fv412 a1 on "bituminost barelag"
(4/1133). Both are ordinary Norwegian words from the standard's prose, not
cost codes. B1 cannot and should not fell them: this is an ANCHORING defect,
not a grounding one, and it is finding 2 with two named remedies and a
recommendation.

C2 isolated by re-judging round 1 with the new judge: kontrakt-sorasen goes
named=3 -> named=1, and the survivor is named_in_measure -- the model's own
words. Two of the three were the whole-base snippet artefact.

DEL E -- docs/2026-09-14-p18-stressrunde-2.md: round 1 against round 2, what
each fix bought (measured, never attributed), the B2 table, variance, and for
EACH remaining ugly finding a NAMED solution with an estimate.

THE MUTATION THAT FOUND A HOLE. B6 (revert run.py to compose ONE blob instead
of one document per concept file) left the WHOLE suite green: 1698 passed / 5
skipped. The composition arm drives _grounding_text with a Grounding it
builds ITSELF, so it cannot see what the RUN handed over -- and a blob has
exactly one boundary, so the floor can never be reached, the share can never
fire, and the measured defect is back intact. The rule is only as good as the
boundaries it is given.

Arm (h) is the gate that was missing: a crafted base with TWELVE concept
files all carrying the same token -- per document 12 of 17 and inert, as one
blob 1 of 1 and grounding -- with a control on a code only ONE file carries,
which must still validate. Measured RED against exactly that mutation. The
mutation was not dropped and the seam was not declared unwitnessed: it got a
witness.

Also: the debate's own bundle pointer (run.py _bundle_pointer) now explains
the window and the filter, alongside the tool description and the navigator
instruction updated in 9b47e5a -- a description that lies about the body IS
the model's instruction (the Fase 3 class). Golden transcript unaffected.

Mutations, all against the FULL suite in an isolated worktree, one at a time:
DEL A 7 of 7 red (control 1685/5), DEL B+C 9 of 10 red (control 1698/5), the
tenth being B6 above. Tables in the report s 9.

Verification: uv run pytest -q 1699 passed / 5 skipped (1670 on cfd9079; +29,
0 removed). ruff check + format clean, mypy clean (38 files). Golden
demo-transcript.stdout BYTE-UNCHANGED, shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f. No version bump, no push.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 00:03:26 +02:00
7a7c988253 feat(p18): an identifier that stands everywhere identifies nothing
P18 parts B and C (order 20260914T105139Z).

B1 -- stage 0b. P7 made it `item.code in grounding`: plain containment over
ONE concatenated string. P16 ran it against a delivered corpus and measured
what containment cannot tell apart: the falsification arm a4-indeksregulering
put 250 000 NOK on a single cost line coded R761 -- the knowledge base's OWN
NAME, carried by all 2 756 of its concept documents -- and the whole gate
said validated (stage 0 skipped, un-anchored run; checker approve).

The grounding is now carried as the DOCUMENTS it is made of (validator.
Grounding), not as a blob. A structure and not a second argument beside the
text: the boundaries and the text are one fact, and .text is derived, so the
gate and P8's report measure the same characters. run.py composes one
document per concept file where the base is already walked; generate.
_grounding_text folds each cost line in as a one-line document.

N and A are MEASURED, not chosen (14.09, four mounted vegnormal bases):
- every must_cite ref and mandate affected_code in the four context sets --
  shortest real identifier is FOUR characters (12.1, 52.1), so N = 3 sits one
  below the measurement and cannot refuse anything measured;
- document frequency of every code-shaped token per base -- 1 692 distinct
  and NOT ONE reaches 5 %. Highest anywhere 6/446 (1.35 %), highest a fasit
  names 3/446 (0.67 %), R761 2 756/2 756 (100 %). A = 0.05 therefore sits
  3.7x above the highest real token and 20x below the defect.
Length is NOT what makes the defect inert (R761 is four characters); the
share is. And a share is not a measurement without a denominator big enough
to take one (ansikt 4): one of three is 33 %, so an ABSOLUTE floor of 10
documents gates it. Highest absolute count any real identifier reaches is 6,
and every fixture in the repo is far below 10 -- which is why every pre-P18
gate is UNTOUCHED by this rule rather than exempted from it. Grounding.of
(one document) can never reach the floor by construction.

The refusal NAMES the denominator ("appears in 2756 of the 2756 documents
this run was given"), because Step 5 feeds that reason verbatim into the next
attempt's prompt: a proposer told only "ungrounded" answers with another
token of the same kind.

B2 SPIKE (measured, NOT built) FELLED the order's own alternative: option (b)
"ground in what the run OPENED" was run over P16's 16 code rows -- R761
stands in every OPENED document too, so (b) would NOT have caught the defect,
while B1 makes it inert and still grounds the real process line 65
ASFALTDEKKER (29/2756 = 1.05 %). (b) is not a substitute for B1.

C1 -- --docs-dir is optional once --bundle-dir is given (P16 FUNN 2). On the
bundle path docs_dir is never read: retrieval, the chunk tool and the "no
citable content" check all live in the road branch. Bound ONCE from
--bundle-dir, which is byte-identically what the README already tells an
operator to type by hand. NOT the "--docs-dir omvei": no such path is opened
and the road branch still refuses without a real --docs-dir (own arm).

C2 -- the judge's snippet arm counts only under citation_scope == "narrowed",
as (a) already does (PM decision, P16 s 6.2). P16's reason for (b') being
clean -- snippets are bodies while ref/title live in frontmatter, 0 of 446
n100 bodies -- holds for "Krav 4.1.2-1" but NOT for R761, where a process
number like 12.1 stands in the bodies. Under a whole-base citation list that
mark was "cited" before any model call.

tests: test_inert_identifier_loadbearing.py (7 arms; known positive is P16's
OWN artefact replayed against the base that run was given, known negative is
26 of 26 fasit references still grounding), test_docs_dir_optional_
loadbearing.py (5 arms). test_stress_judge_loadbearing.py's snippet arm split
into narrowed/whole-base -- the pair is the discriminator, same snippet, same
mark, only the scope differs. The grounding tests migrate from str to
Grounding.of (the honest reading of a caller that declared no boundaries).

Verification: uv run pytest -q 1698 passed / 5 skipped (1685 after part A,
strict superset, 0 removed). ruff check + format clean, mypy clean (38
files). Golden demo-transcript.stdout BYTE-UNCHANGED, shasum -a 1 of the
CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f. No version bump, no push.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 22:28:40 +02:00
9b47e5aa62 feat(p18): a listing is a WINDOW, and an invented path is refused by name
P18 part A (order 20260914T105139Z). P16 measured S7a-3's ladder against a
delivered corpus for the first time and found two things fixture bases
cannot show.

(1) One level is not bounded by being one level. Measured 14.09 on the four
mounted vegnormal bases: okf.directory_listing on krav/N200 is 169 974 chars
over 1 132 documents, krav/N100 69 250 over 445, krav/N500 39 853 over 269,
and R761's own root 110 912 over 2 728 SUBDIRECTORIES -- 27-113x the
1 500-char ceiling S7a-3 set, riding in every later prompt. That last number
is why the window covers BOTH kinds: a pagination over documents only would
have left the largest measured level unpaginated.

read_dir now answers with a window. offset/limit page directories first then
documents as ONE sequence (two independent windows make "the next ten" a
question with two answers); total is the denominator and is always carried;
limit is CLAMPED to 50, never refused. Default 10 chosen against the ceiling:
one entry is 121-209 chars (median 145) over the four bases. After: n100
1 493, n500 1 453, R761 479, n200 1 537 -- 2.5 % over, stated rather than
tuned away, because the ceiling is a character budget and the window is a
count. Largest single call any caller can make: ~7 600 chars.

filter narrows a level instead of paging it: case-insensitive SUBSTRING over
title + req_number/prosessnr and over a directory path, answering with
total_matches beside total. A substring and not a pattern for
_ground_against_input's reason one rung down -- a form the rule does not know
returns nothing, and an empty listing reads as "the base does not have this".
A filter that matches nothing is an ANSWER (total_matches: 0), never a
refusal. ORDER PREMISE FELLED before building on it: the order asks for a
separate top-level reader "like own_frontmatter" because parse_frontmatter
was last-write-wins -- P15 (f13dc64) already made a top-level key win, so
BundleFile.frontmatter IS the concept's own value and a second reader here
would be the second copy ko-(p) forbids.

(2) 0 of 26 fasit concepts were opened in 32 read_file calls (the order's
"24" is the four runs' DISTINCT paths, re-measured 14.09), and 10 of those
calls named a path the base does not hold. Each reached the model as MAF's
opaque "Error: Function failed." while counting toward the three consecutive
tool errors that end a request. read_file now refuses such a path by name
(BundlePathNotFound, funn-99 returned form) and names the nearest directory
that actually HOLDS documents -- chosen off context_files, never the
filesystem, because a directory can exist on disk and hold no navigated
concept (read_dir would then refuse the very path the refusal handed back)
and because context_files is what drops the type: verdict layer, so a refusal
can never advertise by name the one layer no listing mentions. Narrow by
construction: only an ABSENT path is translated; any other OSError propagates
untouched.

Two existing arms REWRITTEN, neither weakened:
- test_a_nonexistent_sibling_is_still_an_os_error was a tripwire whose own
  docstring said "when it goes red, someone has closed it, and that is a
  decision to be recorded". This is the record. Its narrowness half survives
  as a new arm driving a real PermissionError on a file that IS there.
- test_every_document_is_still_reachable_and_the_counts_add_up became
  STRONGER: the accounting must now page, so the same assertion also proves
  the window is complete and non-overlapping.

tests/test_navigation_window_loadbearing.py: 13 arms. Arms needing the
delivered bases SKIP with the root named (PORTFOLIO_VEGNORMAL_ROOT), as
MAJOR-3's ceiling arm does; the window algebra, the filter negative and the
refusal run over a synthetic base UNCONDITIONALLY, so the file can never be
silently absent in full.

Verification: uv run pytest -q 1672 passed / 5 skipped before the new file
(1670 on cfd9079). ruff check + format clean, mypy clean (38 files). Golden
demo-transcript.stdout BYTE-UNCHANGED, shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f. No version bump, no push.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 22:10:43 +02:00
cfd9079a4a docs(p16): stressrunde 1 -- four paid runs, four verdicts, the good/bad/ugly
THE UGLY: r761 VALIDATED the falsification arm. a4-indeksregulering -- an approach rule U proves
the base cannot ground -- came back validated at 250 000 NOK with affected_items
[{code: "R761", unit_cost: 10000000}]. The model used the BASE'S OWN NAME as a cost code, and P7's
stage 0b admitted it because the rule is an exact SUBSTRING with no pattern and "R761" occurs
everywhere in a 6.5 MB R761 corpus. The validator (stage 0 skipped, un-anchored), stage 0b and the
checker (approve) all passed it. P7's own row names plain numbers as the one inert class; this adds
a second and worse one -- short, ubiquitous tokens, which unlike a number LOOK like a cost code.

THE BAD: not one of the 26 fasit concepts was opened, in 24 read_file calls across four runs. The
ladder works mechanically and misses professionally.

Also ugly: one directory listing is 27-113x the ceiling S7a-3 binds (n200's krav/N200 is 169 974
chars ~ 56 658 tokens) because the vegnormal hierarchy is FLAT, and it rides every turn -- three of
seven runs died on the token cap, and the deep-hierarchy base (r761) was the CHEAPEST.

Every ugly finding carries a named solution with an estimate. None is built -- the order forbids it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 12:47:09 +02:00
a61a3ccda7 fix(p16): the pre-call announcement must state the cap the run will use, not the constants
announce() read _DEFAULT_MAX_ROUNDS/_DEFAULT_MAX_TOKENS directly, which was correct only while
main() could not do otherwise. MEASURED on the first free drill after --max-rounds landed: the same
stdout said "Stops at: 3 rounds / 100000 tokens" two lines above "max_rounds=8, max_tokens=120000".
The announcement is the ONE thing printed before the first paid call and its whole job is to say
what the run will do -- the Fase-3 class, introduced by the very flag being announced.

Load-bearing MEASURED: arm (f) red before the fix; M16 (read the constants again) -> 1 red, that
arm ALONE. Green control 1670/5, golden BYTE-UNCHANGED (ea8c534...).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 12:21:29 +02:00
5f94c92476 feat(p16): --max-rounds/--max-tokens -- the cap on a PAID run had no operator door
B2's free drill earned its keep on the first command. STATE.md, docs/2026-09-12-p14-kontekstsett.md
and the order all publish the same stress command ending "--max-rounds 8 --max-tokens 120000".
Measured: run.py accepts neither, all four --live-dry-run drills refused with "unrecognized
arguments", and main() never passed max_rounds/max_tokens to run_project at all -- so every CLI run
ever made was silently bound to _DEFAULT_MAX_ROUNDS=3 / _DEFAULT_MAX_TOKENS=100_000, with no way to
raise or lower the cap on a run being paid for. Three surfaces described a door that did not exist.

Widening, never breaking: both flags default to exactly those values, so every existing invocation
is byte-identical. Wired to BOTH dispatches -- run_portfolio takes the same two parameters and
main() dropped them there too -- and refused by name in report mode, which returns above every
dispatch (the F4 silent-drop gap).

Load-bearing MEASURED (6 arms, ALL RED before the fix), four mutations all red, green control
1669/5 (from 1663/5, superset, 0 removed), golden BYTE-UNCHANGED (ea8c534...).

MEASURED, REPORTED, NOT FIXED: single-project mode still requires --docs-dir even when
--bundle-dir is given and docs_dir is unused on the bundle path, so the documented command would
have refused for that reason too. The README's own form works; loosening the guard is its own call.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 12:10:59 +02:00
f21007c858 feat(p16): the stress judge -- and the order's own (a) was a gate that could only be green
Session 102's criterion ((a) built on the right fasit concept OR refused anchored, (b') names it,
(c) zero hallucinations) was adjudicated BY HAND. Measured 14.09: nothing in the tree read
contexts/<set>/fasit.json against an outbox at all, so "provable against the base" had no
repeatable form. portfolio_optimiser.stress reads ONLY artefacts that already exist -- the
per-approach proposal/outcome pair and {run_id}-debate.json -- so no run gains a field.

MEASURED BEFORE BUILDING: the order defines grounded as "OPENED or CITED", but on the S2c path
run_project stamps citations = bundle_citations(bundle), one per context file. On n100-2023 that
is 446 citations over 446 concepts, and 6 of 6 fasit paths are already "cited" before a single
model call. Honouring it literally would be the repo's own vacuous-gate class inside the gate
built to catch it, so a citation grounds an approach only under a NARROWED list (a declared
pre-pass cut); both halves are reported either way. (b') was checked for the same vacuity and is
clean -- snippets are bodies, ref/title live in frontmatter (0 of 446 n100 bodies carry
"Krav 4.1.2-1") -- so the order's definition stands.

A2: unanswerable questions had no runnable form (po is not a lookup tool), so they become a FOURTH
commissioned approach per set whose cost line the base carries no ground for, and fasit.json
carries must_refuse INSTEAD of unanswerable -- one form, never two copies of one fact. Rule U is
untouched and its known-positive is still red.

Load-bearing MEASURED (20 arms), eleven mutations all red on their own arm, green control 1663/5
(from 1643/5, superset, 0 removed), golden demo-transcript.stdout BYTE-UNCHANGED
(shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 11:58:48 +02:00