openclaw

openclaw / clownfish

Public

Clownfish is a maintainer codex harness for resolving clusters of issues identified in bulk at scale. 🐠

13
3
69% credibility
Found Apr 27, 2026 at 13 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
JavaScript
AI Summary

Clownfish is a cautious automation tool for maintainers to classify and resolve duplicate or outdated GitHub issues and pull requests in curated clusters using AI analysis and strict safety checks.

How It Works

1
🔍 Discover Clownfish

You hear about Clownfish, a helpful helper that tidies up messy lists of suggestions and fixes in your big community project.

2
📋 Gather similar reports

You pick out bunches of similar problem reports and update requests from your project's page to focus the cleanup.

3
🤖 Smart review happens

Clownfish carefully sorts through the groups, spotting duplicates and safe fixes, and makes gentle suggestions you can trust.

4
📊 Check the dashboard

You peek at the easy dashboard showing what's cleaned, what's waiting, and proof of every careful change.

5
✅ Approve safe actions

You give the okay on proven-safe cleanups, like closing exact duplicates, and watch it happen smoothly.

✨ Project stays fresh

Your project's page feels organized and focused, with real ideas shining through without the clutter.

Sign up to see the full architecture

4 more

Sign Up Free

Star Growth

See how this repo grew from 13 to 13 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is clownfish?

Clownfish is a JavaScript tool that automates cleanup of bulk clusters of GitHub issues and PRs for repo maintainers. It takes pre-grouped clusters—identified via tools like ghcrawl—feeds them to a Codex model for classification, and applies narrow actions like closing duplicates, superseded items, or those fixed by candidates, all in a conservative, proposal-first workflow. Unlike the popular clownfish voice changer for Teamspeak TS3 or Discord, this harness focuses on scalable maintainer codex tasks for ordinary bugs and duplicates, routing security reports elsewhere.

Why is it gaining traction?

It stands out with auditable safety gates, live dashboards tracking closure rates (e.g., 45% clean clusters), and modes like plan, execute, or autonomous that let you dry-run before mutating repos. Developers hook into CLI commands for importing ghcrawl clusters, dispatching jobs, or self-healing failures, plus GitHub Actions for scaled runs with Node 24. The emphasis on human-review escalations and blocked mutations keeps it reliable for high-volume backlogs.

Who should use this?

Repo maintainers at orgs with massive issue queues, like OpenClaw's 155+ clusters, who want to dedupe drive-by PRs or low-signal spam without risking legit fixes. Ideal for teams using ghcrawl for cluster discovery and needing a second-pass harness after broad sweeps. Skip if you're handling security vulns directly or small personal repos.

Verdict

With 13 stars and a 0.7% credibility score, Clownfish is early-stage and OpenClaw-specific, but its dashboard-proven closures (22 duplicates actioned) make it worth forking for similar bulk issue triage. Test locally via npm scripts before live dispatch—promising prototype, not production-ready yet. (198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.