`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
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Portal content reference (for the generator)
Portal serves a site that is one question per page. Each page offers a few alternatives. An alternative may carry a form; submitting it records the answer into a bucket whose records move through a state machine, worked from a desk: a page gated to a group, listing the bucket with one button per allowed move. There is no other mechanism. Everything a business needs is expressed as: who answers which question, where the answer lands, who moves it, through which states.
A content repo is these files and nothing else:
needs.yaml what the business needs (the spec you are held to)
aggregates.yaml one state machine per bucket
site.yaml title and language
questions/index.yaml the front door, "/"
questions/<name>.yaml "/<name>"
questions/<dir>/index.yaml "/<dir>"
questions/<dir>/_section.yaml applies `qualifies` to the whole directory
questions/<dir>/<name>.yaml "/<dir>/<name>" - a followup page by default
needs.yaml
needs:
- id: kebab-case
who: the kind of person, in plain words
wants: what they want from the business
enters: / # page they arrive on; default /
enters_as: <group> # only when they are logged-in members of a group; omit for the public
via: <alternative name> # only when several alternatives on the entry page record into the same bucket
lands_in: <bucket>
handled_by: <group> # the role inside the business that must see and move the record
done_when: [<state>, <state>] # every state that counts as finished, good or bad
max_steps: 1 # submissions before the record exists (1 or 2)
max_fields: 4 # required fields the visitor will tolerate across the path
success: [<state>] # the done_when states that are a good outcome for the business
stages: [open, <stage>, <stage>, <end>, <end>]
# EVERY stage the business said a case goes through, first to last,
# read off their own sentences one verb at a time ("they come in, we
# go and look, we send a quote, we win or lose it" is five stages).
# The state machine must have a state for each, or the verifier fails.
personas:
- id: kebab-case
need: <need id>
text: >
Two or three sentences in the visitor's own voice and vocabulary.
Rules:
- One need per (kind of person, thing they want). Internal work counts:
a role inside the business recording or posting something is a need
with
enters_as. - States come from the business's own description of how a thing progresses. A pipeline is not an inbox: "answered" is rarely the real outcome.
max_fieldsis small on purpose. Reporting something from a phone gets 3. A first enquiry gets 4 to 6.- Two or three personas per public need. At least one must avoid the trade's own vocabulary. A persona must never quote a page heading.
aggregates.yaml
aggregates:
- bucket: leads
initial: open
states: # state: { event: past-tense verb }
open: { event: received }
quoted: { event: quoted }
won: { event: won }
lost: { event: lost }
transitions: # only moves the business described
open: [quoted, lost]
quoted: [won, lost]
The initial state should be open (a desk transition with no from
means from open).
A page
name: What brings you here? # always a question the visitor could ask themselves
description: >
One or two sentences.
responsible: { name: <person or team>, contact: <email> } # required on every entry page
alternatives:
- name: <heading> # what the visitor picks. Must work WITHOUT the description.
description: >
One or two sentences.
action: /received # absolute path of an existing page
consequence: [Send] # the button label
record_as: leads # omit for a pure navigation alternative
features:
- name: About the building
description: Optional line of guidance.
requirements:
- { name: email, label: Email, type: email }
- { name: problem, label: What is wrong, type: textarea }
- { name: urgency, label: How soon, type: select, options: [This week, This month, No rush] }
- { name: address, label: Address, optional: true }
- Field types:
text(default),email,tel,textarea,date,select(must listoptions). Use no other types. - Every
actionmust name a page that exists. After a recording alternative, send the visitor to a followup page that says who reads it, when they answer, and what happens next. A followup page is a top-level file withfollowup: true, or any non-index file in a subdirectory. Give it one alternative withaction: /to go back. - A page for members of a group sets
qualifies: <group>(or sits in a directory whose_section.yamldoes). Onlyenters_as: <group>needs can use it. - Every bucket that is recorded into must be read by a desk.
A desk
# questions/desk/_section.yaml
qualifies: project_managers
# questions/desk/index.yaml
name: What came in?
responsible: { name: ..., contact: ... }
alternatives:
- name: Leads
description: One line on what to do with them.
action: /desk
consequence: [Confirm]
features:
- name: ""
description: ""
resource:
source: { kind: kv, bucket: leads }
requires_group: project_managers
transitions:
- { to: quoted, label: Quote sent }
- { to: lost, label: Not for us }
- { from: quoted, to: won, label: Won }
- { from: quoted, to: lost, label: Lost }
- One desk directory per handling group; one alternative per bucket that group handles.
- Offer every move the state machine allows and no other. A state with no move out of it, on the way to a finished state, strands records.
- A group may read a bucket it does not handle: the same
resourceblock with its ownrequires_groupand notransitions.
site.yaml
title: <business name>
lang: en
Copy rules
- Headings say what the visitor gets, in the visitor's words.
- Lead with what a thing enables. Never define something by what it is not. No negations in headings.
- Two alternatives must never be separable only by a distinction the business makes and the visitor does not.
- Every required field is one the business will use to answer.
The verifier
question_lint runs after every attempt. Non-zero exit means you are
not done. Its messages are exact:
no path from ... records into ...: no chain of alternatives from the entry page reaches an alternative with thatrecord_as.the path asks for N required field(s), over the budget: mark fieldsoptional: trueor drop them.no desk gated on "g" reads "b": add the desk."g" cannot move a record to "s"/records strand in "s": the desk is missing a transition the state machine allows, or the state machine is missing the edge.action ... does not match any declared question id: the page does not exist.entry page ... names no one responsible: addresponsible.