Files
krow_talent_app/scripts/__baseline__/README.md
Aravind dca184289e feat(hiring): final-selection queue, honest seat counts, and human interviews
Authored in a parallel session alongside the TypeScript migration; committed
separately so the two never share a commit. No TypeScript migration file is
included here.

Candidates becomes the queue of hiring decisions waiting on a person, rather
than a second Talent Pool listing every application the org ever took. Final
selection is DERIVED - there is no `final_selection` value in the
`application_status` enum and none is added. The fact it reads is the existence
of an interview row, a NOT NULL foreign key, rather than
`job_applications.interview_id`, which the schema keeps as an unconstrained soft
reference precisely so it may dangle. `status = 'interview'` is set both when an
interview is arranged and when one is completed, so status alone cannot tell a
queue of people who have been interviewed from a queue of people merely booked
in.

Seats on a position are counted from the employment records instead of a stored
column. A `filled` counter would be a second source of truth, and the day it
disagreed with `staff` nothing could say which was lying. Someone who has left
frees their seat, and over-hiring floors at zero rather than going negative.

`DEMO_FILL` is gone. `hiringRecords.js` padded the hires list with five invented
people so Hired History read as a history rather than as three rows; the padding
reached Analytics too, where "total hires" counted eight against a database
holding three. Hires now come only from `staff`.

Both paths that file an application on somebody's behalf now carry
`worker_profile_id`, the link back to the talent-pool record. The column is
nullable, so omitting it saved cleanly and failed silently: the application
belonged to an email address rather than to a person, and the hire it became
could not be traced back to the profile it came from.

`HiredChronology` used to `return null` with no hires, taking the `chronology`
node identity out of the DOM with it - so on an honest empty dataset the section
could not be addressed by Owliver or the layout editor at all. It now renders an
empty state inside the section it keeps.

Nine new checks cover the above; `npm test` reports 1684/1691.

SIX SSR PARITY CHECKS FAIL ON PURPOSE, and `scripts/__baseline__/README.md`
documents each with verified tag counts. Five are the `DEMO_FILL` removal: the
Hired History and Analytics baselines were captured while the padding was in
effect and, because they render with queries disabled, the padding is all they
contain. The sixth is this change to what Candidates says. Do not regenerate
those baselines to clear them - two of the checks exist to prove the UI node
tree migration added exactly two `<div>`s, and that proof needs the baseline to
be pre-migration markup. Recapturing now would write post-migration markup into
a file named `pre-migration` and the check would compare the current render
against itself forever. The debt is held until the migration work lands, when
both files are recaptured together.

The seventh failure, the stale backend seed fixture, predates all of this.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HBG1wnuRfJKCstGB8Fekr8
2026-09-17 22:52:51 +05:30

8.1 KiB

Owliver behaviour baseline

owliver-baseline.json records how the panel routed and answered before the agent layer existed. skill-check.mjs asserts against it on every run.

Regenerating it is a deliberate act, and the reason belongs here.

OUTSTANDING — the HTML baselines contain data that no longer exists

Six checks fail on purpose. Do not regenerate these baselines to clear them.

Hired History paints the same styled elements, in the same order
Hired History shows the same words
Hired History added only identity wrappers
analytics: paints the same styled elements, in the same order
analytics: shows the same words
candidates: shows the same words

The first five are the DEMO_FILL removal, described immediately below. The sixth is the final-selection queue and has its own dated entry further down.

hiringRecords.js used to pad the hires list with five invented people (DEMO_FILL) so Hired History read as a history rather than as three rows. The padding applied to Analytics too, so "total hires" counted eight where the database held three. It has been removed: hires now come only from staff.

hired-history.pre-migration.html and analytics.pre-migration.html were captured while the padding was in effect — and because these baselines render with queries disabled, the padding is all they contain. The Hired History baseline is 31,453 characters holding all five invented names; the genuine empty state is 11,947 and holds none.

Verified before leaving them failing, so the drift is known rather than assumed. Tag counts, baseline → now:

<td      40 -> 0     five table rows of people who were never hired
<span    51 -> 13
<div     78 -> 39
<p       26 -> 7
<svg     20 -> 8

Every difference is content that was fabricated. No styling, ordering or structural rule changed.

Why they are not regenerated yet. Two of them — added only identity wrappers and carries node identity in the DOM — exist to prove the UI node tree migration added exactly two <div>s and nothing else. That proof needs the baseline to be pre-migration markup. Recapturing now would write post- migration markup into a file named pre-migration, and the check would compare the current render against itself and pass forever without proving anything.

So the debt is held until the migration work lands, at which point both files are recaptured together and this section is replaced by a dated entry saying so.

One related fix was made rather than deferred. HiredChronology used to return null with no hires, which took the chronology node identity out of the DOM with it — so with an honest empty dataset the section could not be addressed by Owliver or the layout editor at all, and the page said nothing where it most needed to. It now renders an empty state inside the section, which the section keeps. carries node identity in the DOM passes again because of it.

2026-08-27 — the seed gained the three statuses nothing exercised

application_status has seven values. The fixture produced four: applied, ai_screened, interview, hired. shortlisted, rejected and assigned existed only in the schema, and Assignment shipped empty by design.

That gap was hiding real defects, all found the same week and none visible against the old data:

  • atOrBeyond ranks a status by its index in STAGE_ORDER, which listed five of the seven. rejected and assigned scored -1 and dropped out of every bucket including applied, so a position's funnel lost people and a role whose candidates had all been assigned read as unfilled.
  • The agent's candidates_awaiting excluded hired and rejected from "still in the running", so somebody already working a shift was offered as a person to chase.
  • insights.stalled counted "screened and waiting on a decision" as status === 'ai_screened' only, silently dropping the shortlisted — the people that phrase most describes. Caught by this regeneration, not before it.

The change: three existing applications were converted, not added, so every regression anchor holds — 24 applications, 9 scored averaging 76, 3 staff, 8 postings, all unchanged.

app_kevin   applied      → rejected      (never scored; a hard requirement)
app_sofia   ai_screened  → shortlisted   (the strongest screened candidate)
app_marco   hired        → assigned      (hired, then rostered)

Plus one Assignment for Marco — the minimum that makes assigned real. Eight of the nine positions still have none, so every reader still meets the empty case.

What drifted, verified before regenerating: one number, in four prompts. Kevin left applied, so the unscored count reads 9 where it read 10:

"Show the 10 applications waiting for review"  →  "…9 applications…"
"10 have no score" / "10 unscored applicants" / "10 unscored applications"

Nothing else moved. 1 waiting on a decision briefly became a fallback prompt and that was the stalled defect above — fixed in insights.js rather than absorbed into the baseline, and the prompt came back on its own.

2026-08-27 — the local simulator was removed

The panel used to answer from two places: an agent, and ~3,300 lines of browser-side templates. Two paths behind one avatar meant the same question got different answers depending on phrasing, so the templates were deleted.

What actually drifted, verified before regenerating: one thing. The "I do not have that on this page" decline used to list the page's capability labels as bullets — those labels were the simulator's canned readings and went with it. It now names the page's topics in a sentence.

doc shape:  ["text","list","note"]  →  ["text","text","note"]

Every intent kind was unchanged. No routing moved, no skill matching changed. That is why this regeneration was safe: the diff was read first, and it was one cosmetic change on a path that only runs when no agent is configured at all.

2026-09-11 — Candidates became the final-selection queue

candidates: shows the same words now fails, and it is the only check this change breaks.

The page used to list every application the org had ever taken — all seven statuses at once — which made it a second Talent Pool rather than the queue of hiring decisions waiting on a human. It now opens on final selection: interview completed, not hired, not rejected. That is a change to what the page says, so a check asserting the page says exactly what it said before was always going to fail. There is no version of this work that leaves those words alone.

What drifted, verified before leaving it failing. The rendered delta is the empty state and nothing else:

before  "…0 of 0 candidates  No candidates match your filters"
now     "…0 of 0 candidates  Nobody is awaiting a decision
         Candidates arrive here once their interview is completed,
         and leave once they are hired or declined."

Title, subtitle and toolbar meta are byte-identical. The old copy was not merely different, it was untrue: with no filters applied there is nothing to clear, and "no candidates match your filters" describes a filter that was never set.

Tag and class counts, baseline → now:

class="…"    26 -> 27     one inserted: the description paragraph

One insertion, nothing changed and nothing dropped — which is why candidates: paints the same styled elements, in the same order and candidates: carries node identity in the DOM both still pass. Those two are the migration proof; only the words moved.

The new stage filter options cost nothing here. FilterSelect is a Radix Select, so its options live in a portal that is closed in static markup, and SelectValue renders empty on the server — the baseline contains neither the old option labels nor the new ones.

Why it is not regenerated. The same reason as the five above: candidates.pre-migration.html is load-bearing for the UI node tree proof, and recapturing it now would write post-migration markup into a file named pre-migration. It is held until the migration work lands and all of these are recaptured together.