The words model can be pointed at a subset of pages (`aggregates.yaml`
for the mails alone) while everything else keeps the words it has.
`rate --repo` rates each mail's prose on its own, LIX and length,
since a person reads a mail with no card around it.
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>
iris now hands a task the cards that lead nowhere as `page` context;
the answerer shows it before the options and the rater before the
cards, and the gutted twin loses it like everything else. The Tomter
Vel plan keeps its four doors and gains the opener, the mails and the
member's own move: flat scored worse and the doors stay.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
The fallback mail phrases move into a `Phrases` table, the one place a
language other than English appears in this code; the `navn` special
case goes (a form names the person's field `name`). Test fixtures
speak English: traffic, board, hazards, report, fixed.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
`--words-from` matched page by page, so flattening Tomter Vel lost
every heading its door pages carried. Now a second pass pools every
alternative in the repo and hands a rendered card the pooled card
with the same strong identity (bucket, own page, invite group; never
a bare action like `/`). Two things stood in the way and are fixed:
needs.yaml is no longer a source of words (its `via` named the door),
and a live feature's `name` no longer blocks a positional match, so
placeholders and guidance lines come along too. Rebuilding the vel
flat from the live repo now lifts all ten headings and every hint.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
`mails: { <stage>: submitter | <address> }` on a need becomes `mail:`
on that state in aggregates.yaml (portal 0.3.43+), and `mail: { from,
reply_to }` on the plan becomes site.yaml's sender. The words map
gains `aggregates.yaml`, one subject and body per mailing stage, so
the model writes them like any other page; the fallback, in the
plan's language, says what happened and where the submitter's own
move is. A submitter mail needs a required email on the form; any
mail needs a sender. The uhhm and Tomter Vel plans tell the submitter
at every stage that matters to them.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Sequences were walked side by side, so a rebuilt page whose cards sit
in a different order, or with a new card in front, gave every card
its neighbour's words: uhhm.no's front door got "Attention is earned"
on the wrong card that way. Items now match on the bucket they record
into, the page they lead to, a field's name, the group they invite
into or the bucket they read; information features with no identity
still match by position. Lifting live uhhm.no into the current plan
puts each of its three headings on the card with its bucket.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
iris writes the tasks and the model, the blind visitor answers with
descriptions and with headings only, iris scores, rate reads the
cards; the routing numbers land in summary.json. Replaces the
score.sh every run carried. Proven on runs/uhhm-2026-09-23/site.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Two things the uhhm rounds ran into. Only the first --words was read,
so a round of hand changes had to be merged into the previous words
by hand; now each file layers over the last. And the desk's one
confirm slot was described like any button, so a model wrote "Send
invite" under the cases list; it now says it serves every list.
README: the lift is positional, and where that bit.
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>
`events:` on a need overrides the event a stage is entered by. Portal
replays records by event name, so rebuilding a site that already holds
records has to keep what its aggregates.yaml says, or the desks empty.
`attended_by:` writes portal's annotation for a bucket an automation
moves. plans/uhhm.yaml: uhhm.no from a plan - the five live buckets
with their names, plus trials (the trainer tried on a client's
business, approved by hand) and custody_requests (UHHM as redoal's
custodian, a desk of its own).
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
A plan.yaml is a needs spec that also says what each form collects
(and which stages a case may pass over). `portal-trainer build`
derives everything structural from it with no model involved:
needs.yaml, aggregates.yaml with the state machine read off `stages`
(walk the line, be turned down anywhere, succeed only from the end),
the front door, a followup page per need, a gated directory per group
holding its desk and the pages only that group may open, and every
desk button the machine allows.
The model is asked for words only, one page at a time, as a JSON object
whose shape is fixed by built-in fallbacks. Its strings are merged over
the fallbacks key by key, so a missing, malformed or partial reply
costs wording, never a working site, and it can neither add nor drop
structure. `via` in needs.yaml is filled mechanically from the heading
the words gave.
plans/contractor.yaml builds with no model into a site portal's
question_lint accepts: 6 needs met, 12 pages, 5 aggregates.
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
`portal-trainer simulate` reads the model `question_lint --needs-sim`
exports. A visitor model picks an alternative and fills the form in a
manner that varies by run; the case is then walked along the handling
group's own desk buttons to a finished state, a different one each
run, so every state and button is exercised. At each button the
handler model is asked one thing: with only what the form collected,
could this role really do what the button claims? Its question goes
back to the visitor, who may not know.
Who wins is deliberately not simulated. The first version let the
handler decide: qwen3:8b sent every case to "won", and after one
sentence of prompt change, every case to "lost". Outcomes belong to
the live bucket; `success` in needs.yaml is what a report over real
records counts.
`compare` sets two score files side by side. engines/ollama.sh honours
SEED, FORMAT=json and TEMPERATURE so the same case replays the same
way against two versions of a site. generator/reference.md documents
`success` and `stages`.
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
