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fix(analyst): report tool failures as failures, accept valid read-only syntax, retrieve long text in full - #1448

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@anandgupta42

@anandgupta42 anandgupta42 commented Oct 12, 2026 •

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Issue for this PR

Closes #1447

Type of change

  • Bug fix
  • New feature
  • Refactor / code improvement
  • Documentation

What does this PR do?

Why. Running the read-only analyst against real warehouses showed five classes of harness friction that cost the model turns or hid failures from it: backend errors reported as success, valid read-only SQL refused as writes, Mongo command shapes rejected, ragged spill rows, and long text that could not be read in full. Issue #1447 lists the evidence.

Root causes and what changed.

  1. Failures reported as success. Tool.define's wrapper only checked metadata.success === false, and both SDK resolver boundaries returned every resolved envelope as a successful result. Now a result with an explicit error envelope or backend metadata.error (when the tool has not declared success:true) is returned with status:"error" and rejected at the SDK boundary via Tool.assertSuccess, so the model, lint and telemetry see the failure; the tool's text output is kept. Per review: bash results stay ordinary SDK results (grep no-match and friends are not errors); bash records metadata.exit_code/metadata.success for telemetry only, and a Python traceback counts only as the final stderr block with a non-zero exit (or empty stdout on exit 0). bash completes on process exit again with a short drain grace, so backgrounded children do not hang the tool. Aborted tools complete before the boundary check; warehouse_test declares its guidance a successful diagnostic; batch no longer counts inner error envelopes as success; the truncation hint no longer claims success on a failed call.
  2. Valid read-only syntax refused. The native parser rejected //, negated GLOB, DuckDB prior.* aliases and standalone/CTE PIVOT/UNPIVOT. The classifier now adapts only the parser input per dialect; executed SQL is unchanged, and parser/lexical statement-count disagreement still fails closed. SQLite // stays refused (the engine does not support it).
  3. Mongo shapes. {collection, find|aggregate|count|distinct} documents are normalised in the driver; the materialize refusal lists accepted shapes; embedded $out/$merge are still refused.
  4. Spill rows. Absent values are written as null so every row has one value per column.
  5. Long text. read gains char_offset/max_chars (clip banner gives the next window); sql_execute gains full_text_columns: all selected columns are still returned, the named columns take the output budget first (in row order) and a cell that does not fit is clipped with a continued-in-spill marker; full-text mode always writes one complete lossless JSONL spill and sets result_path, so clipped text is recoverable with read; structured and binary cells are serialised losslessly; the schema line keeps its ordinary caps; notes are counted inside the budget; the formatter enforces the 20-row bound even when a connector returns more; an empty or null list (what strict-schema clients send for every unused property) or an omitted field turns the mode off; with a non-empty list an omitted limit means 20 and a larger one is clamped to 20 with a note in the result; a named column missing from the result adds a one-line note listing the available columns and the rows are still returned. Byte limits and permissions are intact; the truncation banner points to the mode. The analyst prompt gains one sentence: read a deciding rule in full and evaluate each condition against the row's own fields and dates before choosing.

Base. Stacked on feat/analyst-harness-dab-2026-10 (#1441); the diff shown here is only this change.

Behaviour deltas (was → now).

  • Tools returning backend metadata.error without success:true: status: ok → status: error + SDK tool-error event (all agents).
  • bash: completion waited on stream close → on process exit with bounded drain; non-zero exit: unchanged for the SDK, now recorded in metadata.exit_code/metadata.success.
  • Read-only classifier: the four syntax families above: refused → read (dialect-gated).
  • read/sql_execute: two new optional parameters; defaults unchanged.
  • Analyst prompt: one sentence added. Other agents: no prompt change.

How did you verify your code works?

Unit/integration, run outside any sandbox after an independent review (approve-with-changes; the three P1s it raised are fixed in the second commit):

  • Focused suites for every touched area (test/tool/bash.test.ts, batch, tool-define, truncation, read, test/altimate/tool-result-errors, test/session/tools-result-errors, tools-permissions, test/altimate/tools/*, test/altimate/sql-read-syntax.test.ts): 711 pass / 0 fail.
  • Regression fixtures are the real error payloads from recorded sessions (test/altimate/fixtures/read-syntax-errors.json, the long-line SQL fixture for read).
  • packages/drivers Mongo unit suite: 27 pass.
  • bun run typecheck clean; every edit in upstream-shared files (src/tool/*, src/session/*) is inside altimate_change markers (audited per file); the read tool description carries no marker text.

Not run: live warehouse E2E for the Mongo shapes beyond the driver unit suite; HTTP/browser journeys do not apply.

Screenshots / recordings

Not a UI change.

Checklist

  • I have tested my changes locally
  • I have not included unrelated changes in this PR

🤖 Generated with Claude Code


Note

Medium Risk
Changes the tool/SDK error boundary and SQL read/write classifier (security-sensitive), plus bash completion timing; behavior is heavily tested but affects all agents using these tools.

Overview
Fixes analyst harness friction by making tool failures visible to the SDK, read-only SQL/Mongo accepted when valid, and long text retrievable without changing default query behavior.

Tool outcomes. Backend failures (metadata.error without success: true, or status: "error") now surface as SDK tool errors via Tool.assertSuccess at session/batch boundaries while keeping the tool’s text output. bash still returns ordinary results for grep-style non-zero exits but records exit_code/failure_kind for telemetry; stderr-only Python tracebacks and timeouts are classified separately. warehouse_test infrastructure guidance is marked success: true so diagnostics are not treated as crashes.

Read-only classification. DuckDB/SQLite parser input is adapted (e.g. //, NOT GLOB, prior aliases, standalone/CTE PIVOT/UNPIVOT masking) so valid reads are not blocked; executed SQL is unchanged and write detection stays conservative.

Mongo. normalizeMqlCommand accepts {collection, find|aggregate|count|distinct} shorthand with conflict checks; materialize errors mention accepted shapes.

Long text. sql_execute adds optional full_text_columns (caps preview at 20 rows, always spills full JSONL to result_path). read adds char_offset/max_chars for line windows. Spill serialization pads missing column values with null.

Prompt. Analyst instructions add one sentence on reading full policy text and evaluating each condition against row data.

Reviewed by Cursor Bugbot for commit 6b9533b. Bugbot is set up for automated code reviews on this repo. Configure here.

anandgupta42 and others added 2 commits October 12, 2026 12:59
…y syntax, retrieve long text in full

Reliability fixes for the read-only analyst, each with a red-first regression
test built from real tool payloads:

- Tool results that carry a backend error (`metadata.error`, `success:false`,
  an explicit error envelope) are now returned with `status: "error"` and
  rejected at both SDK resolver boundaries, so the model, lint and telemetry
  see the failure instead of `ok`. `bash` marks non-zero or signalled exits
  and trailing Python tracebacks as failures while keeping the output; the
  truncation hint no longer claims success on a failed call.
- The read-only classifier accepts DuckDB integer division `//`, negated
  `GLOB` on SQLite/DuckDB, DuckDB qualified `prior.*` aliases and standalone
  or CTE `PIVOT`/`UNPIVOT` bodies by adapting only the parser input; executed
  SQL is unchanged and parser/lexical disagreement still fails closed.
- Mongo commands written as `{collection, find|aggregate|count|distinct}`
  are normalised in the driver; the materialize refusal lists accepted shapes.
- JSONL spill rows pad absent values with null so every row has one value
  per column.
- `read` gains `char_offset`/`max_chars` so a clipped long line can be read
  in windows; the clip banner gives the next window. `sql_execute` gains
  `full_text_columns` (limit <= 20) to return complete text cells; the
  truncation banner points to it.
- Analyst prompt: one sentence asking that a rule or policy which decides the
  answer be read in full and each condition evaluated against the row's own
  fields and dates before choosing.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
…rs from the read prompt

Review corrections to the tool-failure reporting change:

- `bash` completes on process exit again, draining buffered output for a
  short bounded grace instead of waiting for stream close, so a command that
  leaves a background child running returns promptly and is not reported as
  a failure.
- A non-zero `bash` exit (grep no-match, diff, test) stays an ordinary tool
  result the model reads from the exit code; `metadata.exit_code` and
  `metadata.success` record it for telemetry only. SDK error rejection is
  reserved for explicit error envelopes and backend `metadata.error`
  (`success:false` alone no longer qualifies). A Python traceback counts only
  when it is the final stderr block with a non-zero exit, or with empty
  stdout on a zero exit; tracebacks printed as data do not.
- `read`'s tool description no longer contains source-marker comment lines.
- Aborted tools call `completeToolCall` before the SDK-boundary check;
  `warehouse_test` declares its STORE LOCKED / INFRASTRUCTURE FAILURE
  guidance as a successful diagnostic; `batch` no longer counts an inner
  error envelope as a success.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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This PR doesn't have a linked issue. All PRs must reference an existing issue.

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Codex Review Summary

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Review Status Commit Review trigger
📝 Code Review ✅ Completed 2026-10-13T16:50:53.070648Z 6b9533b New commits
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💡 Codex Review

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Reviewed commit: 0379b21ca7

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Comment thread packages/drivers/src/mongodb.ts Outdated

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All reported issues were addressed across 29 files

Reply with feedback, questions, or to request a fix.

View guided diff | Turn on auto-fix | Re-trigger cubic

Comment thread packages/drivers/src/mongodb.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-execute.ts
…refuse, bash failure signals narrowed

Independent-review follow-ups:

- The Mongo `count` → `countDocuments` alias maps `query` to `filter`, so a
  filtered count no longer counts every document.
- Collection shorthand with a conflicting explicit argument (`find` +
  `filter`, `count` + `query`, `distinct` + `field`) is refused as ambiguous
  instead of silently dropping one side.
- The production tool boundary (`SessionPrompt.resolveTools`) is covered by a
  test that fails if the SDK-boundary check is removed.
- `bash` sets `metadata.failure_kind` only for timeout, abort, signal or a
  qualifying stderr traceback; ordinary non-zero exits keep `exit_code` and
  `success:false` for telemetry but no longer produce the failed truncation
  hint, an error trace status or a `core_failure` event.
- `batch` appends file lessons before the SDK-boundary check, matching the
  direct-call path.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

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Stale Bugbot comment from a previous run.

Comment thread packages/drivers/src/mongodb.ts

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All reported issues were addressed across 9 files (changes from recent commits).

Reply with feedback, questions, or to request a fix.

View guided diff | Turn on auto-fix | Re-trigger cubic

Comment thread packages/drivers/src/mongodb.ts Outdated
Comment thread packages/drivers/src/mongodb.ts
…' into feat/analyst-v10-reliability

# Conflicts:
#	packages/drivers/src/mongodb.ts
Comment thread packages/opencode/src/tool/tool.ts
Comment thread packages/opencode/src/tool/tool.ts
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/tool/read.ts
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Code Review Summary

Status: 9 Issues Found | Recommendation: Address before merge

Overview

Severity Count
CRITICAL 0
WARNING 5
SUGGESTION 4
Issue Details (click to expand)

WARNING

File Line Issue
packages/opencode/src/altimate/tools/sql-execute.ts 256 Existing: a two-line routing notice can exhaust the formatter budget, hiding both SQL rows and the saved-result path.
packages/opencode/src/tool/tool.ts 87 Existing: non-bash success: false results without error metadata still become SDK successes.
packages/opencode/src/tool/tool.ts 283 Existing: nonzero bash execution errors without failure_kind receive success telemetry and truncation hints.
packages/opencode/src/tool/read.ts 184 Existing: a character offset beyond the selected line reports an empty end-of-file segment.
packages/drivers/src/mongodb.ts 94 Existing: ambiguous Mongo shorthand can be reclassified as a SQL write, denying a read under read-only permissions.

SUGGESTION

File Line Issue
packages/opencode/src/altimate/tools/sql-execute.ts 242 Existing: a progressive suggestion clipped from the result is still consumed and never retried.
packages/opencode/test/altimate/tools/sql-execute.test.ts 484 Existing: the lint-and-suggestion budget test does not assert either note is present.
packages/drivers/src/mongodb.ts 85 Existing: conflicting query in find shorthand can be silently ignored.
packages/drivers/src/mongodb.ts 94 Existing: a semantic shorthand conflict is misleadingly reported as invalid JSON.

The incremental read change introduces no new findings. All prior findings were verified against current code and not reposted. Static review only; tests were not run.

Fix these issues in Kilo Cloud

Files Reviewed (7 files)
  • packages/drivers/src/mongodb.ts - 3 issues
  • packages/opencode/src/altimate/tools/sql-execute.ts - 2 issues
  • packages/opencode/src/altimate/tools/sql-result-format.ts - 0 issues
  • packages/opencode/src/tool/read.ts - 1 issue
  • packages/opencode/src/tool/tool.ts - 2 issues
  • packages/opencode/test/altimate/tools/sql-execute.test.ts - 1 issue
  • packages/opencode/test/tool/read.test.ts - 0 issues
Previous Review Summaries (4 snapshots, latest commit 1453824)

Current summary above is authoritative. Previous snapshots are kept for context only.

Previous review (commit 1453824)

Status: 9 Issues Found | Recommendation: Address before merge

Overview

Severity Count
CRITICAL 0
WARNING 5
SUGGESTION 4
Issue Details (click to expand)

WARNING

File Line Issue
packages/opencode/src/altimate/tools/sql-execute.ts 256 New: a two-line routing notice can exhaust the formatter budget, hiding both SQL rows and the saved-result path.
packages/opencode/src/tool/tool.ts 87 Existing: non-bash success: false results without error metadata still become SDK successes.
packages/opencode/src/tool/tool.ts 283 Existing: nonzero bash execution errors without failure_kind receive success telemetry and truncation hints.
packages/opencode/src/tool/read.ts 184 Existing: a character offset beyond the selected line reports an empty end-of-file segment.
packages/drivers/src/mongodb.ts 94 Existing: ambiguous Mongo shorthand can be reclassified as a SQL write, denying a read under read-only permissions.

SUGGESTION

File Line Issue
packages/opencode/src/altimate/tools/sql-execute.ts 242 Existing: a progressive suggestion clipped from the result is still consumed and never retried.
packages/opencode/test/altimate/tools/sql-execute.test.ts 484 Existing: the lint-and-suggestion budget test does not assert either note is present.
packages/drivers/src/mongodb.ts 85 Existing: conflicting query in find shorthand can be silently ignored.
packages/drivers/src/mongodb.ts 94 Existing: a semantic shorthand conflict is misleadingly reported as invalid JSON.

Static review only; no tests or code were run. The previous routing-notice and per-token spill-memory warnings are resolved at current HEAD. Previously commented issues were re-verified and not reposted.

Fix these issues in Kilo Cloud

Files Reviewed (7 files)
  • packages/drivers/src/mongodb.ts - 3 issues
  • packages/opencode/src/altimate/tools/sql-execute.ts - 2 issues
  • packages/opencode/src/altimate/tools/sql-result-format.ts - 0 issues
  • packages/opencode/src/tool/read.ts - 1 issue
  • packages/opencode/src/tool/tool.ts - 2 issues
  • packages/opencode/test/altimate/tools/sql-execute.test.ts - 1 issue
  • packages/opencode/test/altimate/tools/sql-result-format.test.ts - 0 issues

Previous review (commit 965f97a)

Status: 10 Issues Found | Recommendation: Address before merge

Overview

Severity Count
CRITICAL 0
WARNING 6
SUGGESTION 4
Issue Details (click to expand)

WARNING

File Line Issue
packages/opencode/src/altimate/tools/sql-execute.ts 251 New: a short configured line budget can remove the fail-open workspace-routing notice from the returned text.
packages/opencode/src/altimate/tools/sql-result-format.ts 354 New: the JSONL spill accumulates millions of separate string fragments for valid wide results, risking excessive memory and GC pressure.
packages/opencode/src/tool/tool.ts 87 Existing: non-bash success: false results without error metadata still become SDK successes.
packages/opencode/src/tool/tool.ts 283 Existing: nonzero bash execution errors without failure_kind receive success telemetry and truncation hints.
packages/opencode/src/tool/read.ts 184 Existing: a character offset beyond the selected line reports an empty end-of-file segment.
packages/drivers/src/mongodb.ts 94 Existing: ambiguous Mongo shorthand can be reclassified as a SQL write, denying a read under read-only permissions.

SUGGESTION

File Line Issue
packages/opencode/src/altimate/tools/sql-execute.ts 237 New: a progressive suggestion clipped from the result is still consumed and never retried.
packages/opencode/test/altimate/tools/sql-execute.test.ts 484 New: the lint-and-suggestion budget test does not assert either note is present.
packages/drivers/src/mongodb.ts 85 Existing: conflicting query in find shorthand can be silently ignored.
packages/drivers/src/mongodb.ts 94 Existing: a semantic shorthand conflict is misleadingly reported as invalid JSON.

Static review only; no code or tests were run. The seven prior formatter findings were rechecked and are resolved in normal bounded-preview and spill paths; unchanged-file findings were targetedly reverified. Previously commented defects were not reposted.

Fix these issues in Kilo Cloud

Files Reviewed (7 files)
  • packages/drivers/src/mongodb.ts - 3 issues
  • packages/opencode/src/altimate/tools/sql-execute.ts - 2 issues
  • packages/opencode/src/altimate/tools/sql-result-format.ts - 1 issue
  • packages/opencode/src/tool/read.ts - 1 issue
  • packages/opencode/src/tool/tool.ts - 2 issues
  • packages/opencode/test/altimate/tools/sql-execute.test.ts - 1 issue
  • packages/opencode/test/altimate/tools/sql-result-format.test.ts - 0 issues

Previous review (commit 425e6e2)

Status: 13 Issues Found | Recommendation: Address before merge

Overview

Severity Count
CRITICAL 1
WARNING 10
SUGGESTION 2
Issue Details (click to expand)

CRITICAL

File Line Issue
packages/opencode/src/altimate/tools/sql-result-format.ts 285 Named full-text cells are cut by the shipped session-dispatch cap without a saved result path, so complete text cannot be recovered.

WARNING

File Line Issue
packages/opencode/src/altimate/tools/sql-result-format.ts 146 Full-text rows are materialized without a size ceiling, risking substantial memory use and repeated formatting.
packages/opencode/src/altimate/tools/sql-result-format.ts 155 String conversion drops the contents of named structured and binary result cells without saving the original.
packages/opencode/src/altimate/tools/sql-result-format.ts 273 Missing-column notes bypass the output budget while truncation metadata reports a complete result.
packages/opencode/src/altimate/tools/sql-result-format.ts 310 One requested full-text column makes the entire schema unbounded, including unrelated aliases.
packages/opencode/src/altimate/tools/sql-result-format.ts 157 Clipping markers for numerous ordinary cells exceed their aggregate budget in full-text mode.
packages/opencode/src/altimate/tools/sql-result-format.ts 319 Mongo listIndexes can return more than 20 rows; the formatter now renders all of them despite the requested limit.
packages/opencode/src/tool/tool.ts 87 Existing finding: non-bash success: false results without error metadata still become SDK successes.
packages/opencode/src/tool/tool.ts 283 Existing finding: nonzero bash execution errors without failure_kind receive success telemetry and truncation hints.
packages/opencode/src/tool/read.ts 184 Existing finding: a character offset beyond the selected line reports an empty end-of-file segment.
packages/drivers/src/mongodb.ts 94 Existing finding: ambiguous Mongo shorthand can be reclassified as a SQL write, denying a read under read-only permissions.

SUGGESTION

File Line Issue
packages/drivers/src/mongodb.ts 85 Existing finding: conflicting query in find shorthand can be silently ignored.
packages/drivers/src/mongodb.ts 94 Existing finding: a semantic shorthand conflict is misleadingly reported as invalid JSON.

Static review only. No tests or code were run. Previous formatter findings for missing/empty columns, projection mismatch, and full-text spill failure no longer reproduce on the current implementation.

Fix these issues in Kilo Cloud

Files Reviewed (8 files)
  • packages/drivers/src/mongodb.ts - 3 issues
  • packages/drivers/test/mongodb-unit.test.ts - 0 issues
  • packages/opencode/src/altimate/tools/sql-execute.ts - 0 issues
  • packages/opencode/src/altimate/tools/sql-result-format.ts - 7 issues
  • packages/opencode/src/tool/read.ts - 1 issue
  • packages/opencode/src/tool/tool.ts - 2 issues
  • packages/opencode/test/altimate/tools/sql-execute.test.ts - 0 issues
  • packages/opencode/test/altimate/tools/sql-result-format.test.ts - 0 issues

Previous review (commit 9115eab)

Status: 11 Issues Found | Recommendation: Address before merge

Overview

Severity Count
CRITICAL 0
WARNING 9
SUGGESTION 2
Issue Details (click to expand)

WARNING

File Line Issue
packages/opencode/src/tool/tool.ts 87 A success: false result without error metadata still becomes an SDK success, including failed warehouse_remove and data_diff calls.
packages/opencode/src/tool/tool.ts 283 Actual nonzero bash failures without failure_kind receive success telemetry and truncation hints.
packages/opencode/src/altimate/tools/sql-result-format.ts 126 When a full-text row is too large and its spill fails, no preview or recoverable result remains.
packages/opencode/src/altimate/tools/sql-result-format.ts 253 Mongo listIndexes can return more than 20 rows despite limit: 20, turning an executed read into a formatter error.
packages/opencode/src/altimate/tools/sql-result-format.ts 255 An empty Mongo result has no inferred columns, so selecting a full-text column turns a valid zero-row read into an error.
packages/opencode/src/altimate/tools/sql-result-format.ts 263 Existing comment: projecting a missing row slot displays undefined while the spill pads it with null.
packages/opencode/src/altimate/tools/sql-execute.ts 225 Existing comment: a full-text column mismatch can report an already-executed write as failed.
packages/opencode/src/tool/read.ts 184 An out-of-range character offset returns an empty line and end-of-file instead of identifying an invalid window.
packages/drivers/src/mongodb.ts 89 Existing comment: ambiguous Mongo shorthand is reclassified as a SQL write, denying a read under read-only permissions.

SUGGESTION

File Line Issue
packages/drivers/src/mongodb.ts 85 Existing comment: conflicting query in find shorthand can be silently ignored.
packages/drivers/src/mongodb.ts 88 Existing comment: a semantic shorthand conflict is misleadingly reported as invalid JSON.

Previously commented defects were not reposted. Static review only; the remote head moved to 9115eab after the local checkout at 2ae497f, so targets were checked against the latest GitHub PR diff, but no tests or code were run.

Fix these issues in Kilo Cloud

Files Reviewed (29 files)
  • packages/drivers/src/mongodb.ts - 3 issues
  • packages/drivers/test/mongodb-unit.test.ts - 0 issues
  • packages/opencode/src/altimate/prompts/analyst.txt - 0 issues
  • packages/opencode/src/altimate/tools/sql-classify.ts - 0 issues
  • packages/opencode/src/altimate/tools/sql-execute.ts - 1 issue
  • packages/opencode/src/altimate/tools/sql-materialize.ts - 0 issues
  • packages/opencode/src/altimate/tools/sql-result-format.ts - 4 issues
  • packages/opencode/src/altimate/tools/warehouse-test.ts - 0 issues
  • packages/opencode/src/session/prompt.ts - 0 issues
  • packages/opencode/src/session/tools.ts - 0 issues
  • packages/opencode/src/tool/bash.ts - 0 issues
  • packages/opencode/src/tool/batch.ts - 0 issues
  • packages/opencode/src/tool/read.ts - 1 issue
  • packages/opencode/src/tool/read.txt - 0 issues
  • packages/opencode/src/tool/tool.ts - 2 issues
  • packages/opencode/src/tool/truncate.ts - 0 issues
  • packages/opencode/test/altimate/fixtures/read-syntax-errors.json - 0 issues
  • packages/opencode/test/altimate/sql-materialize-mongo.test.ts - 0 issues
  • packages/opencode/test/altimate/sql-read-syntax.test.ts - 0 issues
  • packages/opencode/test/altimate/sql-validation-e2e.test.ts - 0 issues
  • packages/opencode/test/altimate/tool-result-errors.test.ts - 0 issues
  • packages/opencode/test/altimate/tools/sql-execute.test.ts - 0 issues
  • packages/opencode/test/altimate/tools/sql-result-format.test.ts - 0 issues
  • packages/opencode/test/altimate/tools/warehouse-test.test.ts - 0 issues
  • packages/opencode/test/session/tools-result-errors.test.ts - 0 issues
  • packages/opencode/test/tool/bash.test.ts - 0 issues
  • packages/opencode/test/tool/batch.test.ts - 0 issues
  • packages/opencode/test/tool/fixtures/long-query.sql - 0 issues
  • packages/opencode/test/tool/read.test.ts - 0 issues

Reviewed by gpt-6-sol · Input: 20 · Output: 7.7K · Cached: 786.3K

Review guidance: REVIEW.md from base branch feat/analyst-harness-dab-2026-10

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Cursor Bugbot has reviewed your changes using high effort and found 1 potential issue.

There are 2 total unresolved issues (including 1 from previous review).

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Comment thread packages/drivers/src/mongodb.ts
…-schema clients and keep the projection

Live sessions on a strict-schema model sent `full_text_columns` on every call
(the model fills every property). Under the old contract that cost hundreds of
rejected calls for an empty list, more for `limit > 20` while the mode was
nominally active, and the successful calls returned only the named columns, so
the model re-issued the query for the identity and metric columns it had
selected.

- `[]`, `null` or an omitted field turn the mode off; the call runs as a plain
  query.
- With a non-empty list, an omitted `limit` means 20 and a larger `limit` is
  clamped to 20 with a note in the result instead of a validation error.
  Ordinary-mode limits are validated as before.
- All selected columns are returned; the named columns are returned complete,
  without preview or spill cuts, while the other cells keep the usual clipping.
  A named column that is not in the result adds a one-line note listing the
  available columns and the rows are still returned.
- Descriptions say "omit to use the default" instead of stating a literal
  default the model would copy.

Tests cover `[]`/`null`/absent as plain queries, the 20-row default, clamping of
50 and 10001 with the note, `id, title, body` returned with `body` untruncated,
the missing-column note, and the formatter's handling of oversized named cells,
competing clipped cells, arrays and binary values.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

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💡 Codex Review

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Reviewed commit: 2bfd6bb26f

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Comment thread packages/drivers/src/mongodb.ts Outdated
Comment thread packages/opencode/src/tool/tool.ts
… of querying the wrong collection

A collection shorthand that also carried the native `key` field, such as
`{ collection: "items", distinct: "category", key: "status" }`, left the
shorthand argument undefined and fell through to the native-command parser,
which read `"category"` as the collection name. Shorthand `distinct` is now
validated against both `key` and `field`: agreeing values are accepted,
conflicting values are refused with an error naming both, and any document
carrying `collection` never reaches the native parser.

Tests: conflicting `key`/`field` refused naming `category` and `status`;
agreeing aliases accepted; distinct-as-field keeps the collection; unsupported,
empty and null `collection` documents do not fall through.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
…verable

Letting named cells bypass the formatter cap did not deliver complete text:
the session applies a per-result token cap before persisting any tool output,
so an oversized cell was middle-truncated anyway, and because the clean path
wrote no spill and reported `truncated: false`, the missing text could not be
recovered. The mode is now "priority within the same bounded output, always
recoverable":

- Full-text mode always writes one complete lossless JSONL spill of the
  returned rows (including empty results and unknown names) and sets
  `result_path`; the banner says `read` with `char_offset`/`max_chars` recovers
  clipped text.
- Named cells take the shared byte/line budget first, in row order; a cell that
  does not fit is clipped with a continued-in-spill marker and the metadata
  reports the clip. Once the budget is exhausted, remaining cells are omitted
  behind one note instead of a marker per cell.
- Structured and binary cells are serialised with the same tagged serialiser
  as the spill, inline and on disk, instead of `String(value)`.
- The schema line keeps its ordinary alias and column caps, with named columns
  eligible beyond the ordinary prefix; the missing-column, limit, lint and
  suggestion notes are counted inside the output budget.
- The formatter enforces the effective row limit (20 in full-text mode), notes
  when a connector returned more, and spills all returned rows.

Tests: 50 KiB named cell clipped within 16 KiB with its complete spill; twenty
1 MiB cells bounded with one spill; structured and binary cells lossless inline
and in the spill; empty result with a missing name held to a 64-byte budget with
the clip reported; 300 long aliases bounded beside one named column; 40 connector
rows limited to 20 with all rows saved; notes counted in the budget.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Comment thread packages/opencode/src/altimate/tools/sql-execute.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-result-format.ts Outdated
Comment thread packages/opencode/src/altimate/tools/sql-execute.ts
Comment thread packages/opencode/test/altimate/tools/sql-execute.test.ts
…under tight output limits

- The full-text spill serialiser emitted one string fragment per JSON token and
  held them all until the join, so a permitted wide numeric result retained
  millions of fragments. It now emits one bounded string per row; the tagged
  serialisation and the 32 MiB preflight are unchanged.
- Under a tiny `tool_output.max_lines` the fail-open routing notice was clipped
  before its text and then overwritten. The notice is reserved first and the
  result and remaining notes are fitted into what is left.

Tests: 2,000 × 150 numeric rows spill with identical bytes and one retained
chunk per row; a full-text query under a ten-line limit keeps the routing notice.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

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Reviewed commit: 1453824b2d

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Comment thread packages/opencode/src/tool/read.ts
Comment thread packages/opencode/src/altimate/tools/sql-execute.ts
anandgupta42 and others added 2 commits October 12, 2026 20:58
A large `max_chars` on a very long single-line file sliced the whole requested
window before the 50 KB byte limit applied, so a minified or generated file could
allocate hundreds of megabytes although only about 50 KB can be returned. The
slice end is now clamped to the byte budget (one character is at least one byte)
before slicing; the UTF-8 refinement, surrogate-pair handling, clipping and
continuation output are unchanged.

Test: a 20 MB single-line file read with `max_chars: 10_000_000` returns the same
clipped output and the slice requested from the string is bounded by the budget.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
… the reliability branch

Resolves the import conflict in `packages/drivers/test/mongodb-unit.test.ts` by keeping both the `normalizeMqlCommand` import and the direct BSON `Binary` import.
@cursor

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(requestId: 11533576-91a2-47aa-a817-559641155745)

@github-actions

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- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
            29 sessions behind this PR            

  CODEX HELPERS (29) — no commits
  (unattributed usage) · 13m......5,593,236 tokens
  (unattributed usage) · 10m......3,584,620 tokens
  (unattributed usage) · 7m.......2,992,737 tokens
  (unattributed usage) · 9m.......4,224,736 tokens
  (unattributed usage) · 5m.......1,792,995 tokens
  (unattributed usage) · 3m.........706,860 tokens
  (unattributed usage) · 2m.......1,172,839 tokens
  (unattributed usage) · 2m.........693,081 tokens
  (unattributed usage) · 7m.......3,124,738 tokens
  (unattributed usage) · 1m.........468,463 tokens
  (unattributed usage) · 2m.......1,278,810 tokens
  (unattributed usage) · 2m.........928,406 tokens
  (unattributed usage) · 2m.........809,825 tokens
  (unattributed usage) · 1m.........632,548 tokens
  (unattributed usage) · 3m.........648,210 tokens
  (unattributed usage) · 2m.........421,427 tokens
  (unattributed usage) · 34s........178,715 tokens
  (unattributed usage) · 9m.......2,077,753 tokens
  (unattributed usage) · 5m.........699,119 tokens
  (unattributed usage) · 3m.........482,721 tokens
  (unattributed usage) · 1m.........318,630 tokens
  (unattributed usage) · 12m......1,631,223 tokens
  (unattributed usage) · 3m.........604,554 tokens
  (unattributed usage) · 2m.........594,092 tokens
  (unattributed usage) · 5m.......1,688,915 tokens
  (unattributed usage) · 3m.........677,783 tokens
  (unattributed usage) · 2m.........335,239 tokens
  (unattributed usage) · 2m.........690,093 tokens
  (unattributed usage) · 1m.........392,836 tokens
--------------------------------------------------
TOTAL unpriced...................39,445,204 tokens
  counted: 29 sessions
  cache served 96% of input tokens
  full receipts + session ids: section below
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -
full receipts (29 sessions)
session id scope turns time tokens in / out cached
codex 11d0e367 no commits 1 13m 133k / 20k 98%
codex 48ed9310 no commits 1 10m 129k / 16k 96%
codex 33957400 no commits 1 7m 96k / 15k 97%
codex b87913bc no commits 1 9m 117k / 19k 97%
codex 4bc2003b no commits 1 5m 74k / 9k 96%
codex f3fff7c7 no commits 1 3m 49k / 7k 93%
codex 1fba7ae0 no commits 1 2m 54k / 4.7k 95%
codex 5c71d51a no commits 1 2m 33k / 4.5k 95%
codex a48ba509 no commits 1 7m 77k / 11k 98%
codex 33d35abb no commits 1 1m 37k / 3.2k 92%
codex 3c2409f6 no commits 1 2m 61k / 4.4k 95%
codex 1b4bb4c2 no commits 1 2m 41k / 5.6k 96%
codex 4424846f no commits 1 2m 46k / 4.7k 94%
codex e7827baa no commits 1 1m 64k / 3k 90%
codex debf60b2 no commits 1 3m 36k / 6.4k 94%
codex dbd8a23d no commits 1 2m 37k / 1.5k 91%
codex 40116215 no commits 1 34s 13k / 1k 93%
codex 480b7c72 no commits 1 9m 75k / 13k 96%
codex a11285c6 no commits 1 5m 45k / 5.3k 93%
codex e428a0d4 no commits 1 3m 33k / 3.4k 93%
codex 9bf32927 no commits 1 1m 29k / 1.1k 91%
codex 49192a43 no commits 1 12m 71k / 18k 96%
codex c73778a4 no commits 1 3m 51k / 5.6k 91%
codex 42e143bf no commits 1 2m 33k / 3.8k 94%
codex d90f18c1 no commits 1 5m 62k / 5.7k 96%
codex 5b6db785 no commits 1 3m 72k / 3.8k 89%
codex 3604fd47 no commits 1 2m 28k / 1.2k 92%
codex aa948fe7 no commits 1 2m 43k / 4.3k 94%
codex 757cb741 no commits 1 1m 33k / 1.6k 91%

codex · 11d0e367

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 19:43:15 UTC · 13m 03s    
            (unattributed usage) 100%             
         cache served 98% of input tokens         

(unattributed usage)......5,593,236 tok  (0 calls)
exec.............................0 tok  (41 calls)
followup_task.....................0 tok  (2 calls)
send_message......................0 tok  (6 calls)
spawn_agent.......................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................5,593,236 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 48ed9310

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 19:43:44 UTC · 10m 32s    
            (unattributed usage) 100%             
         cache served 96% of input tokens         

(unattributed usage)......3,584,620 tok  (0 calls)
exec.............................0 tok  (31 calls)
send_message......................0 tok  (6 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................3,584,620 tok
no price table matched
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                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 33957400

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 19:43:51 UTC · 7m 43s     
            (unattributed usage) 100%             
         cache served 97% of input tokens         

(unattributed usage)......2,992,737 tok  (0 calls)
exec.............................0 tok  (27 calls)
send_message......................0 tok  (7 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................2,992,737 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · b87913bc

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                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 19:43:58 UTC · 9m 32s     
            (unattributed usage) 100%             
         cache served 97% of input tokens         

(unattributed usage)......4,224,736 tok  (0 calls)
exec.............................0 tok  (37 calls)
send_message......................0 tok  (7 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................4,224,736 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 4bc2003b

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:12:14 UTC · 5m 18s     
            (unattributed usage) 100%             
         cache served 96% of input tokens         

(unattributed usage)......1,792,995 tok  (0 calls)
exec.............................0 tok  (19 calls)
followup_task......................0 tok  (1 call)
send_message......................0 tok  (5 calls)
spawn_agent.......................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................1,792,995 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · f3fff7c7

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:12:45 UTC · 3m 07s     
            (unattributed usage) 100%             
         cache served 93% of input tokens         

(unattributed usage)........706,860 tok  (0 calls)
exec.............................0 tok  (11 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................706,860 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 1fba7ae0

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:12:52 UTC · 2m 50s     
            (unattributed usage) 100%             
         cache served 95% of input tokens         

(unattributed usage)......1,172,839 tok  (0 calls)
exec.............................0 tok  (12 calls)
list_agents........................0 tok  (1 call)
send_message......................0 tok  (8 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................1,172,839 tok
no price table matched
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                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 5c71d51a

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                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:12:58 UTC · 2m 27s     
            (unattributed usage) 100%             
         cache served 95% of input tokens         

(unattributed usage)........693,081 tok  (0 calls)
exec.............................0 tok  (12 calls)
send_message......................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................693,081 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · a48ba509

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                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:38:40 UTC · 7m 57s     
            (unattributed usage) 100%             
         cache served 98% of input tokens         

(unattributed usage)......3,124,738 tok  (0 calls)
exec.............................0 tok  (37 calls)
followup_task......................0 tok  (1 call)
send_message......................0 tok  (4 calls)
spawn_agent.......................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................3,124,738 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 33d35abb

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                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:39:01 UTC · 1m 57s     
            (unattributed usage) 100%             
         cache served 92% of input tokens         

(unattributed usage)........468,463 tok  (0 calls)
exec..............................0 tok  (8 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................468,463 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 3c2409f6

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 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:39:09 UTC · 2m 20s     
            (unattributed usage) 100%             
         cache served 95% of input tokens         

(unattributed usage)......1,278,810 tok  (0 calls)
exec.............................0 tok  (17 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................1,278,810 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 1b4bb4c2

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 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:39:16 UTC · 2m 58s     
            (unattributed usage) 100%             
         cache served 96% of input tokens         

(unattributed usage)........928,406 tok  (0 calls)
exec.............................0 tok  (14 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................928,406 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · 4424846f

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                    AIRECEIPTS                    
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    Codex · Oct 12 2026 20:57:36 UTC · 2m 34s     
            (unattributed usage) 100%             
         cache served 94% of input tokens         

(unattributed usage)........809,825 tok  (0 calls)
exec.............................0 tok  (15 calls)
send_message.......................0 tok  (1 call)
spawn_agent........................0 tok  (1 call)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................809,825 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
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codex · e7827baa

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                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 20:57:59 UTC · 1m 24s     
            (unattributed usage) 100%             
         cache served 90% of input tokens         

(unattributed usage)........632,548 tok  (0 calls)
exec..............................0 tok  (8 calls)
send_message......................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................632,548 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · debf60b2

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 21:01:58 UTC · 3m 29s     
            (unattributed usage) 100%             
         cache served 94% of input tokens         

(unattributed usage)........648,210 tok  (0 calls)
exec.............................0 tok  (11 calls)
followup_task......................0 tok  (1 call)
spawn_agent.......................0 tok  (2 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................648,210 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · dbd8a23d

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 12 2026 21:02:14 UTC · 2m 04s     
            (unattributed usage) 100%             
         cache served 91% of input tokens         

(unattributed usage)........421,427 tok  (0 calls)
exec..............................0 tok  (5 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................421,427 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 40116215

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
      Codex · Oct 12 2026 21:03:28 UTC · 34s      
            (unattributed usage) 100%             
         cache served 93% of input tokens         

(unattributed usage)........178,715 tok  (0 calls)
exec..............................0 tok  (3 calls)
send_message......................0 tok  (2 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................178,715 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 480b7c72

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 02:15:24 UTC · 9m 56s     
            (unattributed usage) 100%             
         cache served 96% of input tokens         

(unattributed usage)......2,077,753 tok  (0 calls)
exec.............................0 tok  (28 calls)
followup_task.....................0 tok  (2 calls)
send_message.......................0 tok  (1 call)
spawn_agent........................0 tok  (1 call)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................2,077,753 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · a11285c6

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 02:16:06 UTC · 5m 41s     
            (unattributed usage) 100%             
         cache served 93% of input tokens         

(unattributed usage)........699,119 tok  (0 calls)
exec..............................0 tok  (8 calls)
send_message......................0 tok  (5 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................699,119 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · e428a0d4

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 02:34:52 UTC · 3m 40s     
            (unattributed usage) 100%             
         cache served 93% of input tokens         

(unattributed usage)........482,721 tok  (0 calls)
exec.............................0 tok  (10 calls)
followup_task......................0 tok  (1 call)
spawn_agent........................0 tok  (1 call)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................482,721 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 9bf32927

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 02:36:27 UTC · 1m 47s     
            (unattributed usage) 100%             
         cache served 91% of input tokens         

(unattributed usage)........318,630 tok  (0 calls)
exec..............................0 tok  (6 calls)
send_message......................0 tok  (2 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................318,630 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 49192a43

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 02:59:31 UTC · 12m 23s    
            (unattributed usage) 100%             
         cache served 96% of input tokens         

(unattributed usage)......1,631,223 tok  (0 calls)
exec.............................0 tok  (22 calls)
send_message......................0 tok  (2 calls)
spawn_agent.......................0 tok  (2 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................1,631,223 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · c73778a4

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:00:15 UTC · 3m 16s     
            (unattributed usage) 100%             
         cache served 91% of input tokens         

(unattributed usage)........604,554 tok  (0 calls)
exec..............................0 tok  (8 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................604,554 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 42e143bf

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:05:49 UTC · 2m 52s     
            (unattributed usage) 100%             
         cache served 94% of input tokens         

(unattributed usage)........594,092 tok  (0 calls)
exec..............................0 tok  (8 calls)
send_message......................0 tok  (4 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................594,092 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · d90f18c1

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:39:42 UTC · 5m 01s     
            (unattributed usage) 100%             
         cache served 96% of input tokens         

(unattributed usage)......1,688,915 tok  (0 calls)
exec.............................0 tok  (18 calls)
followup_task......................0 tok  (1 call)
send_message......................0 tok  (4 calls)
spawn_agent.......................0 tok  (2 calls)
wait_agent........................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL................................1,688,915 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 5b6db785

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:40:14 UTC · 3m 28s     
            (unattributed usage) 100%             
         cache served 89% of input tokens         

(unattributed usage)........677,783 tok  (0 calls)
exec.............................0 tok  (11 calls)
send_message......................0 tok  (3 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................677,783 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 3604fd47

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:41:20 UTC · 2m 51s     
            (unattributed usage) 100%             
         cache served 92% of input tokens         

(unattributed usage)........335,239 tok  (0 calls)
exec..............................0 tok  (7 calls)
send_message......................0 tok  (2 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................335,239 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · aa948fe7

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:54:33 UTC · 2m 58s     
            (unattributed usage) 100%             
         cache served 94% of input tokens         

(unattributed usage)........690,093 tok  (0 calls)
exec.............................0 tok  (13 calls)
followup_task......................0 tok  (1 call)
spawn_agent........................0 tok  (1 call)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................690,093 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

codex · 757cb741

- - - - - - - - - - - - - - - - - - - - - - - - -
                    AIRECEIPTS                    
 “# AGENTS.md instructions<INSTRUCTIONS># Resea…” 
    Codex · Oct 13 2026 03:55:01 UTC · 1m 58s     
            (unattributed usage) 100%             
         cache served 91% of input tokens         

(unattributed usage)........392,836 tok  (0 calls)
exec..............................0 tok  (8 calls)
send_message......................0 tok  (2 calls)

caveat: Codex request envelopes did not reconcile — request-level pricing disabled
--------------------------------------------------
TOTAL..................................392,836 tok
no price table matched
- - - - - - - - - - - - - - - - - - - - - - - - -
                npx aireceipts-cli                
         github.com/anandgupta42/receipts         
- - - - - - - - - - - - - - - - - - - - - - - - -

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