rajudandigam/agent-inspect - Open Source PR Review Scorecard

Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence.

C-Rank Grade: A (Welcoming) - 68/100

External PR Merge Rate: 75%

Response Time: 1d

First Timer Success: 57%

Frequently Asked Questions

Is rajudandigam/agent-inspect welcoming to first-time open-source contributors?

rajudandigam/agent-inspect has a recorded first-timer success rate of 57.1%. Repositories ranked A 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 rajudandigam/agent-inspect respond to incoming external pull requests in approximately 27.4 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 67.6 C-Rank™ score (A 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 67.6 places rajudandigam/agent-inspect in the A tier.

What is the external contributor pull request merge rate for rajudandigam/agent-inspect?

The external contributor pull request merge rate for rajudandigam/agent-inspect is 75.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in rajudandigam/agent-inspect?

rajudandigam/agent-inspect currently has 3 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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rajudandigam/agent-inspect

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Active (30d)A•Welcoming(68/100)TypeScript

Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence.

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
8.9/10
Patience Score
8.8/10
Nitpick Rate
30%

Highly welcoming maintainers in rajudandigam/agent-inspect. Prompt code reviews with positive guidance for new contributors.

Top PR Submission Do's

  • •Ensure code complies with the project coding style
  • •Keep PRs scoped to a single concern
  • •Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit PRs without linking an issue
  • •Do not break existing tests without fixing them
  • •Do not mix unrelated refactors in a single PR
Response Velocity
1 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
75.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
57.1%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
7 core
Highly collaborative maintainer core
Diagnostic Health HUD
75.0%
Merge Gauge
57.1%
1st-Timer
Community Vibe57/100

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[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/rajudandigam/agent-inspect)](https://getmerged.abhishekco.de/rajudandigam/agent-inspect?utm_source=github&utm_medium=badge)

Active Good First Issues (5)

View on GitHub

Contribution lane: documentation / examples Difficulty: good first issue Ownership: community-owned Priority: p1 Milestone: Contributor Experience Labels: documentation, examples, good first issue, community-owned, status:ready, priority:p1 Baseline: [email protected] → 6.18.x Problem AgentInspect now has a substantial recipes catalog. The adoption problem is increasingly “which recipe should I use?” rather than “are there any examples?” Why it matters Partners need a scannable index by job, stack, maturity, and network behavior without reading every README. Proposed scope Improve examples/recipes/README.md (canonical recipe index) with a scannable matrix. Suggested columns: | Recipe | Developer job | Stack/integration | Key/API key required? | Network behavior | Support/maturity level | Difficulty | Main command/API | Example developer jobs: inspect a failed run understand tool retries validate observed outcomes CI trajectory regression build/verify Evidence LangGraph tr

📅 Opened Aug 27, 2026💬 0 comments
Quality: 100/100Contribute

Contribution lane: documentation Difficulty: good first issue Ownership: community-owned Priority: p1 Milestone: Contributor Experience Labels: documentation, area:mcp, community-owned, status:ready, good first issue, priority:p1 Baseline: [email protected] → 6.18.x Problem AgentInspect participates in several MCP-related workflows that are easy to confuse: MCP client tracing — an agent/client calls an MCP server; AgentInspect traces the client trajectory and client-side call. MCP server-side instrumentation — code inside an MCP server is instrumented; AgentInspect sees server internals. AgentInspect read-only MCP — a coding assistant reads existing local AgentInspect evidence through @agent-inspect/mcp-server; this is not automatic tracing of that assistant’s entire run. These are three different architectural roles. Why it matters Contributors and partners mis-route recipes, issues, and expectations when “MCP” is treated as one product surface. Proposed scope Add o

📅 Opened Aug 27, 2026💬 0 comments
Quality: 100/100Contribute

Contribution lane: documentation / community Difficulty: good first issue Ownership: community-owned Priority: p2 Milestone: Public Proof & Adoption Labels: documentation, good first issue, area:community, community-owned, status:ready, priority:p2 Baseline: [email protected] → 6.18.0 niche launch Problem There is no anonymized technical case-study template for partners to contribute public-safe proof narratives. Why it matters Public proof for 6.18 needs structured, anonymized write-ups — not raw traces. Proposed scope Add a markdown template for anonymized technical case studies. Required fields: version, stack, scenario, what broke, what Evidence/TraceContract caught, outcome. Explicit ban on secrets/customer identifiers/raw prompts if sensitive. Out of scope Fabricating case studies Marketing pages as product scope Uploading traces Suggested files docs/community/ template Link from OSS roadmap / contributing Acceptance criteria Template exists Privacy guidance expli

📅 Opened Aug 13, 2026💬 0 comments

Contribution lane: documentation / examples Difficulty: good first issue Ownership: community-owned Priority: p2 Milestone: Public Proof & Adoption Labels: documentation, examples, good first issue, area:community, community-owned, status:ready, priority:p2 Baseline: [email protected] → 6.18.0 niche launch Problem Support responders lack a documented recipe for producing a share-safe reproduction Evidence bundle. Why it matters Faster, safer support loops without collecting secrets or production traces. Proposed scope Document a recipe to create a share-safe support reproduction bundle. Include redaction checklist and what not to attach. Link Evidence retention guidance (candidate #9). Out of scope Automatic upload to maintainers Collecting customer production data New runtime capture defaults Suggested files Support / contributing docs Optional example script Acceptance criteria Recipe is copyable Redaction checklist present Docs checks pass Validation commands pnpm do

📅 Opened Aug 13, 2026💬 0 comments

Contribution lane: documentation Difficulty: good first issue Ownership: community-owned Priority: p2 Milestone: Public Proof & Adoption Labels: documentation, good first issue, area:community, community-owned, status:ready, priority:p2 Baseline: [email protected] → 6.18.0 niche launch Problem Contributors lack clear guidance on Evidence v2 retention, size limits, and when (not) to attach bundles to PRs. Why it matters Without guidance, PRs either omit needed proof or attach unsafe/huge artifacts. Proposed scope Document retention, size, and PR-attachment guidance for Evidence v2. Emphasize share-safe / redacted bundles and synthetic fixtures. Link CI artifact alternatives. Out of scope Changing default retention in runtime Hosted storage product Schema changes Suggested files Evidence / contributing docs Optional FAQ Acceptance criteria Guidance covers retention, size, PR attachment Privacy warnings explicit Docs checks pass Validation commands pnpm docs:check git diff

📅 Opened Aug 13, 2026💬 0 comments
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Contributor Compatibility & Review Speed Analysis for rajudandigam/agent-inspect

When evaluating whether to contribute to rajudandigam/agent-inspect, 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 rajudandigam/agent-inspect acknowledge new external contributions in approximately 1 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 75.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to rajudandigam/agent-inspect

01

Is rajudandigam/agent-inspect welcoming to first-time open-source contributors?

rajudandigam/agent-inspect has a recorded first-timer success rate of 57.1%. Repositories ranked Welcoming 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 ~1 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 67.6 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 67.6 places rajudandigam/agent-inspect in the Welcoming tier.

04

What is the external contributor pull request merge rate for rajudandigam/agent-inspect?

The external pull request merge rate is 75.0%. 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 rajudandigam/agent-inspect?

Yes, rajudandigam/agent-inspect currently has 3 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 rajudandigam/agent-inspect 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.