A model asked for Norwegian sometimes answers in English. The commonest
function words of each language are counted across a reply, and one
that reads as the other language is refused with a line saying so.
Tomter Vel's six mails, worded by Sonnet in Norwegian, are round 2 of
runs/tomtervel-opener-2026-09-23 and live.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Sonnet wrote the ten uhhm mails and replaced the decide link with a
bare {chain}. keep_links puts the fallback's link line back into any
mail that lost it. The mails read easier than the fallbacks (LIX 9 to
33 against 18 to 28) and say something.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Every score so far was one run of a small visitor. `answer --seed n`
answers the same tasks with other shuffles and sampling, and
runs/spread.sh prints a run's score per seed, so a change can be told
from the visitor's mood.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
`does:` on a plan, at most two features, each `for:` a need: the first
card of the front door says what the business does, one role each,
headed by what that role gets, and asks for nothing. `shows:` is the
second card, portal resource blocks passed through verbatim plus every
public view. Only then the offers, as more alternatives on the same
page; the front-door warning moves to seven and stops recommending
doors. `Plan::spectators()` warns when a featured need gives the
submitter neither a move nor a view. uhhm.no rounds 4 and 5 (flat,
at least as good per persona) and Tomter Vel flat (worse: ten offers
on one page, the close pairs collide) are in runs/.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
Sonnet writes, qwen3:8b routes: 16 then 19 of 27 with descriptions,
19 then 21 of 27 on headings alone. One card took seven personas
until it named redoal; what remains is on the front door and mostly
a judgment the plan could make differently, not the words.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
`invites_by` on a plan (and `invited_by` on a group) put an invite form
per fillable group on the inviting group's desk, plus a list of the
invites sent - portal's `invite:` does the onboarding. Every desk
group invites into itself by default; an inviter without a desk is
refused.
`--words-from <repo>` lifts the words an existing repo carries back
into the words map by structure: the plan is rendered with a token in
every slot and walked alongside the repo's files. Hand edits and
model-chosen icons survive a rebuild; only new slots get fallbacks,
which `--words <json>` can override. The words as used are written to
words.json. First use: Tomter Vel, additions only.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
Work from another session, committed as found (tests green):
- `plan` reads an intake into a plan.yaml (a model decides needs,
stages, forms and budgets; a person reads the result before build).
- Plans gain `doors` (a first question before the forms, when a front
door would carry more than five needs), `groups` with labels that a
select may draw its options from (`options_from: groups`), `private`
fields kept off public pages, `multiple` selects, and `max_fields`
as what the intake said the person will tolerate.
- `card.rs`: an alternative as the visitor meets it, in text, so the
answering visitor and `rate` read the served card, not the heading.
- `rate` reads followup pages from the repo and reports "what happens
next" as not measured rather than zero when it cannot.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
plan.yaml: `moves_by` says who presses the button into a stage when it
is not `handled_by` - other groups, several groups, or `submitter`,
the person who sent the form, through their own link (the form must
then collect a required email). `watched_by` puts a bucket on a
group's desk with no buttons. Each group's desk carries its own buttons
only; a submitter's moves become a followup page of self_transitions;
needs.yaml gains `also_moved_by` for portal's verifier.
simulate: a route is now a relay across every role that holds a legal
button, the submitter included, and each step is judged as the role
that presses it. `--dry` asks no model anything and walks every simple
route of every aggregate, for needs_replay to put through the real
engine.
plans/contractor-full.yaml: 13 needs, 6 roles, 10 aggregates. Verifier
green by construction; 40 routes, 78 transitions accepted by the real
engine, none refused. What it exposed is in its run README.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
Fallback words read like finished copy, and nemotron handed the front
door straight back. The prompt now shows every string as a slot saying
what belongs there; a slot echoed back counts as no answer and keeps
the fallback.
runs/contractor-build-2026-09-21: nemotron-3.5-lightning:30b-a3b, the
model that produced no loadable site free-form, words a complete
contractor site in 130 s. Verifier green by construction; held-out
personas route 8/8 with descriptions and 8/8 on headings alone
(qwen3:8b as the visitor). "What happens next" is still 0/2 on the
front door: no heading or description says who reads a submission.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
Every prompt and reply is now kept under <out>/llm/. An empty reply is
a retry, not a fatal error; a spec that never parses stops the run
before the structure phase; --visitor-llm lets a different model play
the visitor. The file-block parser finds markers anywhere in a line,
accepts a short END and lets a new FILE close an open one, after a
reply glued two files together with `<<<END>></think>`. The reference
gains a language section: copy in the intake's language, identifiers
in ASCII.
runs/rehab-entreprenor-no-2026-09-21: nemotron-3.5-lightning:30b-a3b
did not produce a loadable site. Written up with the reason and the
way forward: structure from needs.yaml deterministically, words from
the model.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
Readability is counted (LIX), not judged. Understanding is three
yes-or-no questions per persona, with a gutted twin of every page as
the control: an instrument that still says yes to "Option 1, Option 2"
is not measuring the page. Friendliness is a preference between two
versions shown in both orders; a pick that flips with the order counts
as no preference. Page load (options offered, required fields in the
step) flags a page that should be split into a further question or
have fields moved to a later stage.
First run on the generated contractor site, qwen3:8b as the visitor:
control passed on every need; "what happens next" was 0/2 everywhere
and 2/2 everywhere once the page said who reads it and when (LIX 28 to
30); an official-voice control reads LIX 63 against 27. Friendliness
mostly came back "no preference" at two personas per need: directionally
right (never preferred the cold version), too thin to rely on.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
runs/contractor-2026-09-21: the generator's first end-to-end run, on
intakes/contractor.yaml. Needs parsed first round, structure green
first round, 10/10 on its own personas - and 8/10 headings-only on
ten held-out personas with qwen3:8b as the visitor, because the pages
had been written with the personas in view. Phase 2 now shows the
model the needs without the personas.
`portal-trainer answer` exposes the blind answerer on its own. README
rewritten around what this is: an intake in, a verified content repo
out.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
`portal-trainer generate` turns a plain-words business intake into a
content repo in three phases, each held to portal's question_lint:
needs.yaml (then frozen, so the generator cannot weaken the spec to
pass), structure (revised against the lint's findings until green),
and wording (personas answered blind, misroutes fed back; a rewrite
that breaks structure is reverted). Model output is written to disk
only under aggregates.yaml, site.yaml and questions/**.yaml.
`portal-trainer answer` is the blind answerer alone.
The LLM is an external command, prompt on stdin, text on stdout:
engines/ollama.sh (local Ollama), engines/anthropic.sh (API key),
engines/mailbox.sh (hand each prompt to an agent or a person).
portal-portal/ is the onboarding site as a portal content repo: the
front door is the intake interview, records land in `onboardings`
(open -> drafted <-> revising -> live | declined), and it passes its
own needs spec.
runs/uhhm-2026-09-21/ollama: qwen3:8b and granite4.1:8b as blind
answerers on the same eight tasks.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
The trainer procedure as an agent skill, the engine contract, two
sector specs (software-studio: UHHM's own, green; construction: a
target with no pages yet), and the first wording run against uhhm.no.
The verifier itself is portal's question_lint (uhhm/portal 188f9bf).
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4jrCgLiKKHAEFuZUJjckH
