SirAllap/agentglass - Open Source PR Review Scorecard

🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls across every provider, and a hold on anything dangerous until you say go. From your desk or your phone.

C-Rank Grade: S (Elite) - 71/100

External PR Merge Rate: 93%

Response Time: -

First Timer Success: 100%

Frequently Asked Questions

Is SirAllap/agentglass welcoming to first-time open-source contributors?

SirAllap/agentglass has a recorded first-timer success rate of 100.0%. Repositories ranked S typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in SirAllap/agentglass respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 70.9 C-Rank™ score (S Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 70.9 places SirAllap/agentglass in the S tier.

What is the external contributor pull request merge rate for SirAllap/agentglass?

The external contributor pull request merge rate for SirAllap/agentglass is 92.8%, based on public PR activity from non-core contributors.

Are there Good First Issues available in SirAllap/agentglass?

SirAllap/agentglass currently has 8 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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SirAllap/agentglass

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Active (30d)S•Elite(71/100)TypeScript

🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls across every provider, and a hold on anything dangerous until you say go. From your desk or your phone.

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AI Maintainer Review Guidelines

Review Persona

Active Open-Source Maintainer

Warmth Score
7.8/10
Patience Score
8.2/10
Nitpick Rate
20%

Growing TypeScript project in SirAllap/agentglass welcoming community pull requests and bug fixes.

Top PR Submission Do's

  • •Ensure code complies with TypeScript style conventions
  • •Keep PRs scoped and well-documented

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit unlinked PRs without context
  • •Do not break existing automated test suites
Response Velocity
-
No reviewer activity recorded

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
92.8%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
4 core
Small core review team
Diagnostic Health HUD
92.8%
Merge Gauge
100.0%
1st-Timer
Community Vibe67/100

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Active Good First Issues (5)

View on GitHub

The one thing missing Web Push is wired end to end: the encryption is pinned byte-for-byte against http_ece (the library web-push uses), the store, the routes, the call from deliver(), the service worker, the settings switch, the device list, and tapping a notification to land on the queue. All of it is covered by tests and by a browser drive against a real server. Exactly one link in that chain has never run: PushManager.subscribe against a real push service. That needs a device and a route to Google's, Mozilla's or Apple's service, which no container and no CI job has. Everything either side of it is proven; this is the join in the middle. Until someone does it, "push works" is an inference rather than an observation. What this issue asks for Turn it on and use it. Concretely: Subscribe. Settings → Push to this phone → Turn on. Grant the permission. The row should end on "Alerts reach this phone with the screen off" with a Test button next to it. Test. Press it. A notification s

📅 Opened Jul 29, 2026💬 0 comments
Quality: 90/100Contribute

What problem would this solve? The cockpit knows what a session has spent, how long its tools take, what has errored, and what is blocked. The agent producing all of that knows none of it. It cannot answer "how much have I burned on this task" or "is anything of mine waiting on a human", so it cannot moderate its own behaviour. Proposed solution Expose a read-only MCP server over the existing HTTP surface: session status and lifecycle, spend and token breakdown for a session or project, tool latency percentiles, recent errors, and pending gates. Read-only to start. Writes and control can come later, if ever. One design rule matters more than the tool list: every response has a size ceiling, and when a result would exceed it, return a smaller well-formed response with a field naming what was dropped, so the model can narrow the next call. Truncating a payload in the middle burns context and teaches the model nothing. Alternatives considered The REST endpoints exist, but an agent has no

📅 Opened Jul 25, 2026💬 2 comments
Quality: 80/100Contribute

What problem would this solve? The diff panel shows exactly what the fleet changed, and the chat panel can talk to an agent, but the path between them is me retyping. I see a bad line, switch panels, describe where it was and what's wrong, and hope the agent finds it. The cockpit already knows the file, the line and the code. Proposed solution Let a diff line take a comment, the way a pull request review does. Comments accumulate into a pending review with an editable intro and outro, and one action sends the whole thing to the agent as a single structured prompt rather than a stream of messages. The detail that makes it survive contact with a working agent: capture the code snippet at the moment the comment is written. When the agent edits the file and the anchor moves, show the comment as stale, and still send the captured snippet. A review that silently loses its anchor is worse than no review. Alternatives considered Copying the hunk by hand into chat. It works, it is slow, and the

📅 Opened Jul 25, 2026💬 1 comment
Quality: 90/100Contribute

What problem would this solve? Prompt caches expire. When a turn resumes after the window has passed, the whole prefix is re-encoded at the write rate instead of read at the cheap one, and the difference is real money that never appears as a line item. It looks like ordinary spend. As someone watching a fleet I can see that a session cost a lot, but not that part of it was paid twice for the same context. Proposed solution A cost insight that detects and prices avoidable re-encodes. We already ingest cache_creation_tokens, cache_read_tokens, a timestamp per turn, and whether the turn belongs to a subagent. Partition a session's turns by a lineage proxy (model plus main/subagent), then flag a large cache_creation that lands after a gap longer than the cache window on a lineage that previously had an established prefix. The penalty is exactly cache_write - cache_read per token, which pricing.ts already knows. Surface it as a first-class insight next to the existing spend and burn kinds:

📅 Opened Jul 25, 2026💬 1 comment
Quality: 90/100Contribute

Split out of #98 (closed by #140). That issue laid out three steps for Windows; step 2 (fail honestly when the terminal can't run) shipped in #140. This is step 1, which is independent and still unproven. The one thing missing Nobody has actually run the Windows build. electron-builder produces an nsis installer (the win target in electron/package.json) and the Bun server sidecar compiles for Windows, so a build exists — but "it builds" is not "it works". We don't know what a user sees after they install it. What this issue asks for Anyone with a Windows machine: build, install, open, and report what you see. That's the whole task. Concretely: Does the installer run and the app launch? Or does it break before a window ever appears? Does the Bun server sidecar come up? (It backs everything — chat, git panels, projects.) Do the non-terminal panels work? Projects, git/diff, chat, gates. Does the terminal now fail gracefully (greyed buttons + the "not available on Windows yet" notice

📅 Opened Jul 23, 2026💬 1 comment
Quality: 80/100Contribute
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Contributor Compatibility & Review Speed Analysis for SirAllap/agentglass

When evaluating whether to contribute to SirAllap/agentglass, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of SirAllap/agentglass acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 92.8% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to SirAllap/agentglass

01

Is SirAllap/agentglass welcoming to first-time open-source contributors?

SirAllap/agentglass has a recorded first-timer success rate of 100.0%. Repositories ranked Elite typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 70.9 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 70.9 places SirAllap/agentglass in the Elite tier.

04

What is the external contributor pull request merge rate for SirAllap/agentglass?

The external pull request merge rate is 92.8%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in SirAllap/agentglass?

Yes, SirAllap/agentglass currently has 8 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for SirAllap/agentglass are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.