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Add the AI Credits Breakdown canvas extension - #5871

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rozajay:add-ai-credits-breakdown
Oct 28, 2026
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aaronpowell merged 5 commits into
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rozajay:add-ai-credits-breakdown

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@rozajay

@rozajay rozajay commented Oct 28, 2026 •

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Pull Request Checklist

  • I have read and followed the CONTRIBUTING.md guidelines.
  • I have read and followed the Guidance for submissions involving paid services.
  • My contribution adds a new instruction, prompt, agent, skill, workflow, or canvas extension file in the correct directory.
  • The file follows the required naming convention.
  • The content is clearly structured and follows the example format.
  • I have tested my instructions, prompt, agent, skill, workflow, or canvas extension with GitHub Copilot.
  • I have run npm start and verified that README.md is up to date.
  • I am targeting the main branch for this pull request.

Description

AI Credits Breakdown is a canvas extension that shows a person their own GitHub Copilot AI credit usage in detail (1 AI credit = 1 AIU = $0.01).

It is built on the user's computer from the telemetry that the Copilot CLI and the Copilot app already keep in COPILOT_HOME (default ~/.copilot). One page, with a sticky filter bar, and every panel follows every filter:

  • Dollars spent in a period, the daily average, the pace to month end, the previous comparable period and the busiest day.
  • Daily credits as a bar chart over a running-total curve. Dragging across the chart zooms the date range.
  • Spend by repository, owner, model, surface and call type. Any row is a click-filter.
  • What the credits paid for (cache reads, cache writes, output, fresh input) and an hour-of-week heat map in the local time zone.
  • Prompt cache: reused or rebuilt. Each metered model call is classed by what it found in the prompt cache, so you can see how much goes to rewriting a conversation into the cache after a pause.
  • Heaviest sessions, spend by Copilot app automation, and CSV export of the filtered rows.

The canvas has one agent action, get_summary, which returns totals and top entries for a UTC day range so the agent can answer "how much did I spend on Opus this month?". It does not return session ids, prompts or titles.

Install:

copilot plugin install ai-credits-breakdown@awesome-copilot

Type of Contribution

  • New instruction file.
  • New prompt file.
  • New agent file.
  • New plugin.
  • New skill file.
  • New agentic workflow.
  • New canvas extension.
  • Update to existing instruction, prompt, agent, plugin, skill, workflow, or canvas extension.
  • Other (please specify):

Additional Notes

Privacy and security

  • The extension reads local files only and makes no network requests.
  • The databases and logs are opened read-only. Prompts, session titles, file paths and URLs are never read into the view. Session ids are shortened to 8 characters. Only repository names (owner/name), model ids and automation names are shown.
  • The canvas page is served from a server that listens only on 127.0.0.1. The page and its data are behind a random secret path that changes every time the canvas opens, and the server checks the Host and Origin headers.
  • The page loads no scripts or styles from other servers (Content-Security-Policy allows only itself).
  • The extension uses no paid services. The static analysis lists these capabilities: file system access, a local server, host information (node:os) and process.env (COPILOT_HOME).
  • Requires Node 22.13+ for node:sqlite, the same as chronicle-stats. collector.mjs loads it with process.getBuiltinModule("node:sqlite") instead of a static import. The canvas smoke test runs on Node 22, where module.builtinModules does not list node:-only modules, so it reports a static import "node:sqlite" as an undeclared dependency. I reproduced that failure locally with Node 22.23 on the already merged chronicle-stats as well, so this looks like a pre-existing checker issue rather than something specific to this extension. I did not change eng/ in this pull request.

Relation to chronicle-stats

chronicle-stats (My AI Usage) covers sessions, turns and token coverage with coaching. This extension is a different view of the same telemetry: money (USD), repositories, prompt-cache behaviour and automations, with cross-filtering across every dimension. From the Chronicle store it reads only assistant_usage_events and the id, repository and timestamps of sessions.

Testing

  • npm run plugin:validate and npm start pass.
  • node eng/canvas-smoke-test.mjs --changed-files <files> --install require passes, including the install from an ephemeral local marketplace with the Copilot CLI. (On macOS, set TMPDIR to a real path such as /private/tmp; the materialize step compares a symlinked temp path and fails for existing extensions too.)
  • node --test collector.test.mjs server.test.mjs passes in extensions/ai-credits-breakdown on Node 22 and Node 25 (29 tests). The tests use only fictional telemetry that sample-data.mjs writes into a temporary COPILOT_HOME.
  • I installed the branch into a Copilot app session, opened the canvas and called get_summary.
  • The ledger builder is a Node port of the Python script I used for a personal dashboard. On my own telemetry (leaving out the cloud-only sessions that script also read from a separate file, which this extension does not have) it matched the original to within 0.02 credits on a total of about 340,000, for every day, model, repository, call type, prompt-cache state, automation, and every cell of the hour-of-week grid. That comparison was made before the review fixes below. After them, the only change on the same telemetry is 12 small sessions (8.4 credits) that the original also dropped, and the token split of every call is unchanged.
  • The dashboard was loaded in headless Chrome across 14 filter states (and the empty and error states) with no console errors and no NaN or undefined in the page. I also drove it with a script: filters survive the "Skip to content" and "where these numbers come from" links and a refresh, the arrow keys fill the live status, an owner named constructor renders correctly, and per-call averages show decimals. The same script fails on the code before the review fixes.
  • Code spelling (codespell) and line endings are clean.

Preview image

The preview image shows fictional sample data from sample-data.mjs. No real usage, repository names or session ids are in this pull request.


By submitting this pull request, I confirm that my contribution abides by the Code of Conduct and will be licensed under the MIT License.

A detailed, private view of a user's own GitHub Copilot AI credit usage:
dollars by day, repository, model, surface, call type and prompt-cache
state, plus heaviest sessions and spend by automation.

The ledger is built locally and read-only from the telemetry the Copilot
CLI and app already keep in COPILOT_HOME. Nothing is sent over the
network, and prompts, titles and file paths are never read. The canvas is
served from a loopback-only server behind a per-open secret path with
Host/Origin checks and a strict CSP.

Includes unit tests that run on fictional sample telemetry.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot AI max review requested due to automatic review settings October 28, 2026 13:05
@rozajay
rozajay requested review from a team as code owners October 28, 2026 13:05
@github-actions github-actions Bot added canvas-extension PR touches canvas extensions new-submission PR adds at least one new contribution plugin PR touches plugins labels Oct 28, 2026
@github-actions github-actions Bot added merge-risk:medium requires-submitter-fixes Submission has quality-gate findings that submitter must fix before maintainer review labels Oct 28, 2026
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github-actions Bot commented Oct 28, 2026 •

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🚦 Submission status: 👀 Ready for review

Risk tier: merge-risk:medium — New or substantially changed resource without privileged execution
Required to merge: passing submission-gate checks plus 1 approval from reviewers with write access.

Why this tier
  • Adds 15 file(s), e.g. extensions/ai-credits-breakdown/LICENSE
  • Changes 3029 lines (low-risk limit is 40)

Automated checks

Check Status Details
Line endings ✅ Passed Passed · logs
Spelling ✅ Passed Passed · logs
Generated README consistency ✅ Passed Passed · logs
Plugin and extension validation ✅ Passed Passed · logs
Canvas extension validation ✅ Passed Passed · logs
Plugin structure ✅ Passed Passed · logs
Risk scan ✅ Passed Passed · logs
Contributor reputation ✅ Passed Passed · logs
Duplicate resource scan ✅ Passed Passed · logs
PR quality signal ⏭️ Skipped Skipped by its workflow · logs
Canvas/plugin smoke test ✅ Passed Passed · logs

Review

  • Approvals: 0/1
  • Assigned reviewer: not assigned yet — comment /request-review to ask for one
  • Review target date: not set
  • Still needed: 1 more approval(s)
  • No staffed reviewer pool owns these files yet; any reviewer with write access counts as the domain reviewer.

Commands

Command Who What it does
/rerun-checks PR author, maintainers Re-runs failed or incomplete checks and re-evaluates this gate
/request-review PR author, maintainers Asks the review rotation to assign a reviewer (adds needs-reviewer)

Updated for bba40d5 · gate run · This comment is maintained automatically — see submission gate docs.

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🔒 PR Risk Scan Results

Scanned 15 changed file(s).

Severity Count
🔴 High 0
🟠 Medium 0
ℹ️ Info 0

✅ No matching risk patterns were detected in changed files.

Skipped non-text or missing files
  • extensions/ai-credits-breakdown/assets/preview.png

This is an automated soft-gate report. Findings indicate review targets and do not block merge by themselves.

Node 22's module.builtinModules omits "node:"-only modules, so the canvas
smoke test, which runs on Node 22, reported a static import of
node:sqlite as an undeclared dependency. process.getBuiltinModule is
available from Node 22.3, below the 22.13 minimum that node:sqlite needs,
and gives a clearer error on older Node versions.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@github-actions github-actions Bot added awaiting-automation and removed requires-submitter-fixes Submission has quality-gate findings that submitter must fix before maintainer review labels Oct 28, 2026
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github-actions Bot commented Oct 28, 2026 •

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🧩 Canvas smoke test

✅ Passed · 0 error(s), 4 warning(s)

Check Result
Syntax, imports, file safety ✅
Preview image (≥ 400×160 PNG) ✅
Plugin manifests ✅
Materialize ✅
Install (Copilot CLI) ✅

Plugin ai-credits-breakdown v1.0.0

Field Value
Description See exactly where your own GitHub Copilot AI credits go: dollars by day, repository, model, call type and prompt-cache state, built privately on your computer from your Copilot telemetry.
Author Roza Jiang — https://github.com/rozajay
License MIT
Keywords ai-credits, canvas, copilot-extension, cost-tracking, token-usage, usage-analytics
Extensions ai-credits-breakdown
Materialize ✅
Install ✅
Changed plugin files
  • plugins/ai-credits-breakdown/README.md
  • plugins/ai-credits-breakdown/plugin.json

Extension ai-credits-breakdown

ai-credits-breakdown preview

Field Value
Registered by ai-credits-breakdown
Package —
Preview 1600×1240, 257.1 KB
Modules 7 (3 reachable from extension.mjs)
Files 13

Permissions and capabilities (static analysis of modules reachable from extension.mjs)

  • File system access (node:fs)
  • Network sockets / local server (node:http, node:net, ...)
  • Host information (node:os)
  • Reads environment variables (process.env)

Warnings

  • collector.test.mjs: import "node:test" is not a Node.js builtin, host-provided package, or declared dependency (module is not reachable from extension.mjs)
  • collector.test.mjs: import "node:sqlite" is not a Node.js builtin, host-provided package, or declared dependency (module is not reachable from extension.mjs)
  • sample-data.mjs: import "node:sqlite" is not a Node.js builtin, host-provided package, or declared dependency (module is not reachable from extension.mjs)
  • server.test.mjs: import "node:test" is not a Node.js builtin, host-provided package, or declared dependency (module is not reachable from extension.mjs)
Changed extension files
  • extensions/ai-credits-breakdown/LICENSE
  • extensions/ai-credits-breakdown/README.md
  • extensions/ai-credits-breakdown/assets/preview.png
  • extensions/ai-credits-breakdown/collector.mjs
  • extensions/ai-credits-breakdown/collector.test.mjs
  • extensions/ai-credits-breakdown/copilot-extension.json
  • extensions/ai-credits-breakdown/extension.mjs
  • extensions/ai-credits-breakdown/sample-data.mjs
  • extensions/ai-credits-breakdown/server.mjs
  • extensions/ai-credits-breakdown/server.test.mjs
  • extensions/ai-credits-breakdown/ui/app.js
  • extensions/ai-credits-breakdown/ui/index.html
  • extensions/ai-credits-breakdown/ui/styles.css

Static checks compile modules without executing them. Minimum preview size is configurable with CANVAS_PREVIEW_MIN_WIDTH/CANVAS_PREVIEW_MIN_HEIGHT. Workflow run

@github-actions github-actions Bot added ready-for-review Submission passed intake validation and is ready for maintainer review and removed awaiting-automation labels Oct 28, 2026
@rozajay

rozajay commented Oct 28, 2026

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/request-review

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🙋 Added needs-reviewer. Reviewer routing is assigning a reviewer now.

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🟡 Changes recommended

Unresolved defects can discard valid usage, misreport token totals and date ranges, clear active filters, and leave chart details inaccessible to keyboard and screen-reader users.

9 open issues
What changed in this PR

Adds AI Credits Breakdown to the repository’s installable canvas plugins, providing a local dashboard for personal GitHub Copilot credit usage.

Changes:

  • Builds a read-only usage ledger from local CLI and app telemetry, with a privacy-light summary action.
  • Adds interactive spending charts, cross-filtering, prompt-cache analysis, automation attribution, and CSV export.
  • Includes fictional telemetry fixtures, collector/server tests, installation documentation, and catalog registration.
File Description
plugins/​ai-credits-breakdown/​README.md Documents requirements and installation.
plugins/​ai-credits-breakdown/​plugin.json Defines plugin metadata and extension composition.
extensions/​ai-credits-breakdown/​ui/​styles.css Styles the responsive dashboard.
extensions/​ai-credits-breakdown/​ui/​index.html Defines dashboard sections and controls.
extensions/​ai-credits-breakdown/​ui/​app.js Implements filtering, charts, summaries, and export.
extensions/​ai-credits-breakdown/​server.test.mjs Covers asset serving and access restrictions.
extensions/​ai-credits-breakdown/​server.mjs Serves the dashboard through a protected loopback server.
extensions/​ai-credits-breakdown/​sample-data.mjs Generates fictional telemetry fixtures.
extensions/​ai-credits-breakdown/​README.md Explains features, data sources, privacy, and development.
extensions/​ai-credits-breakdown/​LICENSE Adds the MIT license.
extensions/​ai-credits-breakdown/​extension.mjs Registers the canvas, summary action, and server lifecycle.
extensions/​ai-credits-breakdown/​copilot-extension.json Declares the extension identity.
extensions/​ai-credits-breakdown/​collector.test.mjs Covers ledger construction and telemetry handling.
extensions/​ai-credits-breakdown/​collector.mjs Collects telemetry and builds usage ledgers and summaries.
docs/​README.plugins.md Adds the plugin to the documentation catalog.
.github/​plugin/​marketplace.json Registers the plugin in the marketplace.

Review effort: Max

Comment thread extensions/ai-credits-breakdown/collector.mjs Outdated
Comment thread extensions/ai-credits-breakdown/collector.mjs
Comment thread extensions/ai-credits-breakdown/collector.mjs Outdated
Comment thread extensions/ai-credits-breakdown/ui/app.js Outdated
Comment thread extensions/ai-credits-breakdown/ui/app.js Outdated
Comment thread extensions/ai-credits-breakdown/ui/app.js Outdated
Comment thread extensions/ai-credits-breakdown/ui/app.js
Comment thread extensions/ai-credits-breakdown/ui/app.js Outdated
Comment thread extensions/ai-credits-breakdown/ui/app.js Outdated
Copilot AI max review requested due to automatic review settings October 28, 2026 13:23

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🔵 Needs a closer look

The collector drops valid session-only totals of one credit or less, while stale date-range anchors distort current-period spending reports, averages, and projections.

9 open issues
6 previously missed issues

In code that hasn't changed since last review

Medium severity Cache unchanged transcript data and avoid blocking reads

extensions/​ai-credits-breakdown/​collector.mjs:323

After the three-second ledger cache expires, each refresh or get_summary rereads every full transcript synchronously, including unchanged historical files. This work grows with total transcript history and blocks the extension's event loop during reads and scans. Cache parsed shutdown/checkpoint data by file identity, size and modification time, and use asynchronous reads for changed files.

Medium severity Restore filters after skip and provenance navigation

extensions/​ai-credits-breakdown/​ui/​app.js:130

Clicking “Skip to content” or “where these numbers come from” changes the fragment to #main or #provenance. This handler treats those anchors as filter state and clears every dimension filter, silently changing the displayed totals. Handle these navigation anchors separately and restore the serialized filter hash so a refresh preserves the selection.

Medium severity Link keyboard day details to an accessible live status

extensions/​ai-credits-breakdown/​ui/​app.js:447

The arrow-key handler updates only the visual tooltip, which is not associated with the focused chart. Screen-reader users therefore receive no selected date, credits or running total. Link a persistent live status to the chart and update it when fromKey is true.

Medium severity Show attribution failures beside fallback automation data

extensions/​ai-credits-breakdown/​ui/​app.js:515

When automation attribution fails but automation sessions exist, the collector still creates an “Unattributed automation sessions” series. That bypasses the no-series branch that displays M.automationsUnavailable, so users see missing named automations without an explanation. Show the failure message alongside the fallback series.

Medium severity Format fractional per-call credits accurately

extensions/​ai-credits-breakdown/​ui/​app.js:709

cu() rounds to whole credits and cents, so a positive 0.43-credit average appears as 0 ($0.00) in “Per call.” The comparison below can then claim a multiple of an apparently zero-cost call. Use a fractional-credit, sub-cent formatter here and for the averages at lines 708–709.

Medium severity Label the column as first matching usage

extensions/​ai-credits-breakdown/​ui/​app.js:727

This value is the earliest usage day left after all filters, not the session's creation date. A session created on October 1 can therefore appear to have started on October 28 when that day is selected. Rename the column to “First matching usage,” or include the actual creation date in the ledger.

Review effort: Max

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Copilot AI max review requested due to automatic review settings October 28, 2026 20:08
@github-actions github-actions Bot added ready-for-review Submission passed intake validation and is ready for maintainer review and removed ready-for-review Submission passed intake validation and is ready for maintainer review awaiting-automation labels Oct 28, 2026
Collector
- Keep a call's billed token details as the token split and use the
  call's own counters only when it has none. The earlier change applied
  the counters to every call and moved about 3.4M tokens from cache
  writes to fresh input on real telemetry, away from what is billed.
- Count a session whose whole total is one credit or less. The
  reconciliation tolerance now applies only against usage that is already
  counted, for both the per-call residual and the session-total gap.
- Cache what is parsed from each session log by inode, size and
  modification time, read changed logs asynchronously, and drop entries
  for logs that have gone, so a refresh no longer rereads all history.
- Look up rates, call types, surfaces and model name parts with
  Object.hasOwn, and keep model-keyed log data in null-prototype objects.

Dashboard
- Group totals by repository, owner, model and so on in null-prototype
  objects so an owner named "constructor" no longer renders as NaN.
- Announce the day picked with the arrow keys through a polite live
  status linked to the daily chart.
- Show per-call averages with decimals and sub-cent dollars instead of
  rounding a fraction of a credit to 0 ($0.00).
- Rename the sessions column to "First matching usage".

Adds regression tests for the UTC timestamp handling, the token
fallback, small session totals, the tolerance, the log cache and
inherited-property names.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@github-actions github-actions Bot added awaiting-automation ready-for-review Submission passed intake validation and is ready for maintainer review and removed ready-for-review Submission passed intake validation and is ready for maintainer review awaiting-automation labels Oct 28, 2026

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🔵 Needs a closer look

Ledger rebuilds synchronously reread every session’s complete log after the three-second cache expires, risking repeated stalls of the shared server and agent actions.

No open issues 🎉

6 previously missed issues

In code that hasn't changed since last review

High severity Cache and asynchronously process unchanged event logs

extensions/​ai-credits-breakdown/​collector.mjs:331

Once the three-second ledger cache expires, rebuilding reads every session's complete events.jsonl synchronously, including unchanged logs. Large histories can repeatedly stall the shared canvas server and agent actions while allocating a buffer as large as each log. Reuse per-file results keyed by size/modification time, and stream changed or appended data asynchronously.

Medium severity Do not infer cache reuse from missing legacy counts

extensions/​ai-credits-breakdown/​collector.mjs:268

With the supported older schema, loadEvents() defaults missing prompt and cache-read counts to zero, so the second valid call satisfies 0 >= 0 and is labelled “Cache reused” without any measurement. Preserve token-data availability and classify these calls as unknown/not itemised rather than inferring reuse, expiry or rebuilding. Add a regression case with two valid older-schema calls.

Medium severity Do not discard standalone low-usage sessions

extensions/​ai-credits-breakdown/​collector.mjs:548

This tolerance drops entire app-only or shutdown-only sessions costing one credit or less, even though no usage has been counted yet. Their spend and session counts disappear, and a home containing only these sessions incorrectly shows no usage. Apply the tolerance only after some usage has been accounted for, both here and in the gap guard at line 592; retain every positive standalone total.

Medium severity Use prototype-free accumulators for owner totals

extensions/​ai-credits-breakdown/​ui/​app.js:177

constructor is a valid repository owner, but this ordinary object inherits a property under that key, so adding credits creates a string and the Owner dropdown displays $NaN. Use prototype-free accumulators here and in groupSum at line 614, which otherwise corrupts the Owners ranking in the same way.

Medium severity Preserve focus after click-filter rerender

extensions/​ai-credits-breakdown/​ui/​app.js:196

Activating a click-filter calls render(), which replaces the focused button through the panels’ innerHTML assignments. Keyboard users consequently lose focus on every repository/model/cache selection instead of remaining on the control whose pressed state changed. Please preserve focus on the corresponding replacement control, with an explicit fallback when removing a filter also removes its button.

Medium severity Preserve fractional credits in cost formatting

extensions/​ai-credits-breakdown/​ui/​app.js:723

Both the “Per call” column and the pause/reuse insight use cu(), which rounds fractional credits to whole credits and cents. For example, 0.13 and 0.42 credits both display as 0 ($0.00), hiding the difference even when the insight reports a cost ratio. Use a fractional-credit formatter in all three places.

9 resolved since last review

Review effort: Max

Copilot AI max review requested due to automatic review settings October 28, 2026 20:35

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🔵 Needs a closer look

Human assessment is needed because omitted findings reveal spend-attribution, cache-classification, and keyboard-accessibility risks not fully represented in the published review.

No open issues 🎉

Review effort: Max

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot AI max review requested due to automatic review settings October 28, 2026 21:39
@github-actions github-actions Bot added awaiting-automation ready-for-review Submission passed intake validation and is ready for maintainer review and removed ready-for-review Submission passed intake validation and is ready for maintainer review awaiting-automation labels Oct 28, 2026

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🔵 Needs a closer look

Human assessment is needed because findings omitted from the published review raise concerns about spend accuracy, cache attribution, and keyboard accessibility.

No open issues 🎉

Review effort: Max

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Thanks — this adds useful credit accounting beyond My AI Usage, particularly the multi-source reconciliation, cache-cost breakdown and automation attribution. The local-only implementation and documented coverage limits are clear, and the Copilot-app validation is helpful. The implementation checks and smoke installation are passing; the remaining submission gate is waiting for reviewer approval rather than reporting a contribution failure.

@aaronpowell
aaronpowell merged commit 7c3417c into github:main Oct 28, 2026
28 of 29 checks passed
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