mandiant/capa - Open Source PR Review Scorecard

The FLARE team's open-source tool to identify capabilities in executable files.

C-Rank Grade: A (Welcoming) - 64/100

External PR Merge Rate: 93%

Response Time: 2d

First Timer Success: 50%

Frequently Asked Questions

Is mandiant/capa welcoming to first-time open-source contributors?

mandiant/capa has a recorded first-timer success rate of 50.0%. 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 mandiant/capa respond to incoming external pull requests in approximately 45.1 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 63.6 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 63.6 places mandiant/capa in the A tier.

What is the external contributor pull request merge rate for mandiant/capa?

The external contributor pull request merge rate for mandiant/capa is 92.9%, based on public PR activity from non-core contributors.

Are there Good First Issues available in mandiant/capa?

mandiant/capa currently has 2 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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mandiant/capa

6,132
Active (30d)A•Welcoming(64/100)Python

The FLARE team's open-source tool to identify capabilities in executable files.

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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%

Active maintainer team in mandiant/capa welcoming community pull requests and bug fixes.

Top PR Submission Do's

  • •Ensure code complies with repository style conventions
  • •Keep PRs focused 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
1 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
92.9%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
50.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
3 core
Small core review team
Diagnostic Health HUD
92.9%
Merge Gauge
50.0%
1st-Timer
Community Vibe52/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

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

Active Good First Issues (2)

View on GitHub

we should add a linter pass that checks nursery rule namespaces against the existing directory structure. Originally posted by @williballenthin in mandiant/capa-rules#1166 (comment)

📅 Opened Jun 19, 2026💬 5 comments
Quality: 65/100Contribute

Currently, the Ghidra backend creates a new project and loads the target binary for a fresh analysis. We should enable users to specify an existing Ghidra project binary, e.g. to load a sample that has already been analyzed, annotated, etc.. This saves analysis time, and enables annotations to be used for analysis.

📅 Opened Apr 7, 2026💬 7 comments
Quality: 70/100Contribute
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Contributor Community Vibe Feedback

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Maintainer helpfulness
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Contributor Compatibility & Review Speed Analysis for mandiant/capa

When evaluating whether to contribute to mandiant/capa, 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 mandiant/capa acknowledge new external contributions in approximately 1 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 92.9% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to mandiant/capa

01

Is mandiant/capa welcoming to first-time open-source contributors?

mandiant/capa has a recorded first-timer success rate of 50.0%. 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 63.6 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 63.6 places mandiant/capa in the Welcoming tier.

04

What is the external contributor pull request merge rate for mandiant/capa?

The external pull request merge rate is 92.9%. 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 mandiant/capa?

Yes, mandiant/capa currently has 2 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 mandiant/capa 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.