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bvandeusenandClaude Opus 5 8b9b3a1d9b feat(telemetry): the preload emits, and the always-on set stops being unfalsifiable (#3473)
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The ranked rule arm became measurable in M333. The preload did not — and
that is the surface whose value is actually in question. `list_always_on_rules`,
the SessionStart block and every `rules_payload` caller handed rules over
wholesale and emitted nothing, so the resident set's token cost was certain
and its usefulness could not be tested even in principle.

Bulk deliveries now record as AMBIENT, beside the ranked count and never
inside pull-through. Folding them in would mean growing the always-on set
depressed the arm's measured precision and trimming it flattered the arm,
neither for any reason to do with the arm.

`RANKED_SOURCES` inverts the note twin's `AMBIENT_SOURCES` deliberately: there
is one ranked rule source and this change adds seven bulk ones, so naming the
rare half makes a forgotten surface default to ambient — under-counting it —
rather than padding the denominator with surfacings nobody chose.

Two lookalike call sites are deliberately left silent, with a test to keep
them that way: the write-path etag arm and `rules_etag_for` read the rules to
build or compare a MARKER and show nobody anything.

No migration — `event` and `source` are plain Text with no CHECK (rule 36
does not apply). Snippet #2858 updated to the new `rules_payload` contract.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011cPyzNnegXHr5iRMzzy5KJ
2026-09-02 23:06:40 -04:00
bvandeusenandClaude Opus 5 238510080e feat(retrieval): the standing-rule arm gets its own bar, and asks for one rule not two (#3318)
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Milestone 333 step 4 — the split #2223 made one surface down, now made for the
third corpus. The arm inherited WRITEPATH_DEFAULT_THRESHOLD = 0.68, a number
measured against code-vs-note-PROSE and never re-derived for code-vs-RULE-TEXT.

THE DEFAULT IS ARGUED STRUCTURALLY, NOT READ OFF A HISTOGRAM (rule 115). Two
facts hold on any install, including one with six rules and no telemetry:

- The eligible corpus is tiny — conditional rules only, a handful to a few
  dozen against thousands of notes. A top-k over forty candidates always
  returns something, so "the best match cleared the bar" stops meaning "a good
  match exists". A bar calibrated for best-of-thousands is cleared by
  best-of-forty as arithmetic, not relevance.
- Rules are short imperative technical English, far more homogeneous than note
  prose. #2223 put the code-vs-prose floor at 0.55-0.63 and set 0.68 above it;
  a more homogeneous corpus has a HIGHER floor, so 0.68 is not merely
  inherited, it sits below where this corpus's noise lives.

0.72 errs deliberately toward silence on an asymmetry that is also structural:
this hint fires on EVERY write. A missed rule is recoverable — it is still in
Scribe and the agent can search it. A hint that cries wolf is not: it teaches
the reader to skip the whole block, and the true positives go with it. The
arm's own comment already said "noise on a hint that fires on every write is
how a hint gets ignored".

Pinned as an INEQUALITY, not a value: test_the_rule_bar_defaults_above_the_code_bar
asserts RULEHINT > WRITEPATH, so tuning the number stays free while inverting
the relationship — which would silently reinstate #3311 — does not.

RULEHINT_LIMIT = 1, and deliberately not a knob. With a corpus this small, k=2
means the second line is almost always the second-best noise wearing the same
confident framing as the first; halving k halves that regardless of the bar.
It stays a constant because it is a decision about how loud one hint may be,
not a per-install tuning question — and a knob nobody turns only adds a way to
misconfigure the surface.

Reachable from Settings, no restart (rule 25), with copy that says which way to
move it and points at retrieval_telemetry's rule pull-through — which step 3
made readable — to tell "arriving unread" from "never arrived".

Every config stand-in in the suite gained the key, not just the one that
noticed. The arm reads `rule_threshold` while BUILDING its search arguments, so
a missing key raises inside its fail-open except and turns the arm into a
silent no-op — indistinguishable from it running and finding nothing. That is
the same vacuous-pass shape that bit step 2, one layer down (rule 33).

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TcCs1CcQ1ormdnzSshKqvN
2026-09-02 18:05:00 -04:00
bvandeusenandClaude Opus 5 70761b16d9 test(telemetry): the rule-arm fixture never reached the arm — it returned at the guard (#3316)
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The product code was right; the test was wrong, and wrong in a way that made
two assertions fail and two others pass vacuously.

`build_write_path_hint` returns early when a write matched nothing at all — no
staleness, no synced record, no prior-art menu, no shape signal. The rule arm
sits deliberately on the FAR side of that guard, because it runs a semantic
search and hoisting it would mean an embedding query on every write in the
session. My fixture stubbed every other arm to empty, so it hit the early
return and the rule arm never ran: `record_rule_surfaced` was called zero
times, and "the recorder was not called" is also what two of the four tests
were asserting for their own reasons.

The fixture now supplies one prior-art hit — 0.72 against a 0.6 threshold, so
it clears the band and the top_k slice — with a comment saying the hit is the
arm's precondition rather than scenery.

And the gate got its own test, because the fixture now depends on it: a write
matching nothing must NOT reach the arm. Without that, a future change to the
guard would make every assertion in this file pass without exercising
anything. #3311 is explicit that the gate stays until the arm's precision is
fixed, so the test says to go read that issue rather than update the
assertion.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TcCs1CcQ1ormdnzSshKqvN
2026-09-02 17:17:59 -04:00
bvandeusenandClaude Opus 5 8f7f447fda feat(telemetry): the rule arm records what it showed, and get_rule records the read (#3316)
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Milestone 333 step 2. Step 1 built the table; a counter nobody calls reads zero
and looks exactly like a surface nobody uses, which is #2663's shape.

SURFACED — the standing-rule arm in build_write_path_hint, beside the
record_retrieval it already made. Two tables, and the split is not arbitrary:
retrieval_logs is one row per CALL keyed on the score distribution a threshold
is tuned from; rule_usage_events is one row per RULE per event, the grain "was
this hint ever acted on" needs and the grain a JSONB result_ids array cannot be
indexed at.

The comment there said rule ids had nowhere to go — that note_usage_events
remaps ids on restore, so a rule id would return attached to whatever note took
that number. Still true of the NOTE table, and precisely why step 1 built its
own. Rewritten to say the gap is closed rather than leaving a stale rationale
that would have someone re-derive the same dead end.

Records `fresh`, i.e. AFTER exclude_rule_ids. A rule the session already holds
was considered and not shown; counting it would inflate the denominator with
claims the agent never saw, and the ratio would then fall for a reason that has
nothing to do with whether hints land.

PULLED — two doors, both after their access check so a refused read is not a
pull. mcp_get_rule is the one that matters: the arm's own message ends "Read it
with get_rule(N)", so that call is the exact action a landed hint produces.
rest_rule carries the other prefix, and the prefix is load-bearing — "is this
rule dead weight?" is served by any pull, "did that injected hint land?" by
agent pulls only.

NOT a pull: rule_history. It loads the rule for its title and its own output
says "The current wording is on the rule itself — get_rule(N)", so counting it
would credit a read of the history as a read of the rule and double-count
anyone who then follows that pointer. list_always_on_rules and enter_project
are likewise bulk resident loads, not somebody choosing to open one record.

tests/test_rule_usage_wiring.py is cross-cutting on purpose: the surfaced end
is in plugin_context, the pull end in two other modules, and "both ends meet"
is a property no module-shaped file asserts. It covers the exclusion boundary,
that a failing recorder cannot break the write, that a refused read records
nothing, and two completeness guards — every door records, and the bulk loaders
still do not.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TcCs1CcQ1ormdnzSshKqvN
2026-09-02 17:15:03 -04:00