marketcalls/openalgo - Open Source PR Review Scorecard

Open Source Algo Trading Platform for Everyone

C-Rank Grade: A (Welcoming) - 60/100

External PR Merge Rate: 51%

Response Time: 4d

First Timer Success: 33%

Frequently Asked Questions

Is marketcalls/openalgo welcoming to first-time open-source contributors?

marketcalls/openalgo has a recorded first-timer success rate of 33.3%. 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 marketcalls/openalgo respond to incoming external pull requests in approximately 99.4 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 60.2 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 60.2 places marketcalls/openalgo in the A tier.

What is the external contributor pull request merge rate for marketcalls/openalgo?

The external contributor pull request merge rate for marketcalls/openalgo is 50.6%, based on public PR activity from non-core contributors.

Are there Good First Issues available in marketcalls/openalgo?

marketcalls/openalgo currently has 20 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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Open Source Algo Trading Platform for Everyone

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AI Maintainer Review Guidelines

Review Persona

High-Friction Gatekeeper

Warmth Score
5.0/10
Patience Score
6.0/10
Nitpick Rate
65%

Rigorous architecture standards (100% critical review signals). Ensure PRs strictly follow guidelines before requesting review in marketcalls/openalgo.

Top PR Submission Do's

  • •Add unit tests with >80% coverage for modified code paths
  • •Run repository linter and code formatters locally before pushing
  • •Link relevant GitHub issue ID in PR description pre-flight checklist

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit unlinked PRs without referencing an existing issue
  • •Do not mix refactoring and feature logic into a single commit
  • •Do not ping maintainers repeatedly within 24 hours of opening
Response Velocity
4 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
50.6%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
33.3%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
55 core
Highly collaborative maintainer core
Diagnostic Health HUD
50.6%
Merge Gauge
33.3%
1st-Timer
Community Vibe30/100

Embed C-Rank Badge

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

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

Active Good First Issues (5)

View on GitHub

Summary After the configured daily session boundary (03:00 IST by default), OpenAlgo can continue sending quote and history requests with the previous trading session's broker credential. Broker-specific failures such as Zerodha's Incorrect api_key or access_token are then surfaced as repeated HTTP 500 errors and stack traces until an unrelated browser route finally runs session cleanup. This must be handled in shared authentication/service code so every daily-expiring broker gets the same behavior. Reported reproduction Authenticate a daily-expiring broker before 03:00 IST. Leave OpenAlgo, its WebSocket feed, and an API/dashboard client running across SESSION_EXPIRY_TIME. Continue calling quote or history endpoints after the boundary. Observe repeated broker credential errors. In the supplied Zerodha log, failures occurred from 06:09 IST, while OpenAlgo logged Session expired at 2026-08-22 03:00:00+05:30 IST and performed cache/pool teardown only at 06:10:37. Do not include the repo

📅 Opened Aug 22, 2026💬 1 comment
Quality: 90/100Contribute

Summary The multi-stage Dockerfile selects base images only by mutable tags. Evidence Dockerfile:2, Dockerfile:17, and Dockerfile:26 use tag-only image references. The stages use official Node and Python images but do not record immutable digests. Why this matters A mutable base tag can resolve to different content between builds, weakening reproducibility and supply-chain review. Digest pins make the exact base content explicit. Scope Pin every base image to a verified digest while retaining a readable tag. Confirm multi-stage aliases and supported architectures still build, and document the safe update procedure. Acceptance criteria All FROM references include tag@sha256:digest. Digests are taken from the official image registry/manifests. The production target builds for the project's supported architecture(s). A short comment or maintainer note explains how pins are refreshed. No credentials or registry tokens are committed. Verification rg -n "^FROM " Dockerfile docker bu

📅 Opened Aug 22, 2026💬 1 comment
Quality: 90/100Contribute

Summary Security workflows execute third-party GitHub Actions by mutable tags or a branch name. Evidence .github/workflows/security.yml:14-15, :52, and :62 use version tags. .github/workflows/ci.yml:354 uses aquasecurity/trivy-action@master. Why this matters If a referenced tag or branch is moved or an upstream action is compromised, repository workflows can execute changed code with workflow permissions. Full commit SHAs make the reviewed dependency immutable. Scope Pin every action in the security workflow and the Trivy scan step to verified full commit SHAs. Keep a trailing comment with the human-readable release and preserve automated update support. Acceptance criteria Every in-scope uses: reference is a 40-character commit SHA. Each pin has a release/version comment. The selected commits come from the official action repositories and match the intended versions. Dependabot configuration can continue proposing action updates. Workflow YAML remains valid. Verification rg -

📅 Opened Aug 22, 2026💬 3 comments
Quality: 90/100Contribute

Summary Core services log a full API key or the first ten characters of an invalid key. Evidence services/websocket_client.py:577-581 includes the dictionary key (the API key) in a close-error message. restx_api/option_greeks.py:116 logs the first ten characters of an invalid key. restx_api/multi_option_greeks.py:106 repeats the same prefix logging. Why this matters API keys should never be recoverable from logs. Prefixes can still be sensitive and can help correlate or enumerate credentials. Scope Remove key content from these messages. If correlation is necessary, use a short one-way diagnostic fingerprint with a documented domain separator, or log only that a key was present. Acceptance criteria No full or partial API key is interpolated into a log message. Different client-close failures remain distinguishable without key material. Invalid-key requests keep their current HTTP response. Tests capture logs and assert that dummy key content never appears. Verification uv run p

📅 Opened Aug 22, 2026💬 0 comments
Quality: 90/100Contribute

Summary Multiple non-XTS integrations log complete tokens, token prefixes, OTP request bodies, headers, or credential-bearing responses during authentication and funds requests. Evidence broker/fivepaisa/api/auth_api.py:63-90 logs token requests and responses. broker/mstock/api/auth_api.py:116 and :258-272 log tokens, headers, OTP/request data, and raw responses; broker/mstock/api/funds.py:24 logs a token prefix. broker/groww/api/funds.py:16 logs the auth token. broker/flattrade/api/auth_api.py:24-30, broker/dhan/api/auth_api.py:41,103,118, broker/paytm/api/auth_api.py:43, and broker/kotak/database/master_contract_db.py:317 expose full or partial credential material. Why this matters Logs are often retained, shared for support, and included in diagnostics. Redacting only part of a bearer token is not a safe substitute for omitting it. Scope Replace credential-bearing logs in the listed modules with safe status metadata. Keep broker response errors useful by selecting non-sensitive fi

📅 Opened Aug 22, 2026💬 0 comments
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for marketcalls/openalgo

When evaluating whether to contribute to marketcalls/openalgo, 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 marketcalls/openalgo acknowledge new external contributions in approximately 4 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 50.6% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to marketcalls/openalgo

01

Is marketcalls/openalgo welcoming to first-time open-source contributors?

marketcalls/openalgo has a recorded first-timer success rate of 33.3%. 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 ~4 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 60.2 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 60.2 places marketcalls/openalgo in the Welcoming tier.

04

What is the external contributor pull request merge rate for marketcalls/openalgo?

The external pull request merge rate is 50.6%. 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 marketcalls/openalgo?

Yes, marketcalls/openalgo currently has 20 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 marketcalls/openalgo 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.