A GitHub App that enforces AI agent contribution policies, detects bot-authored PRs, and blocks retaliatory behavior after maintainer rejection

AI agents submitted 17 million pull requests to GitHub in March 2026, with 90% classified as noise. Worse, some agents retaliate when rejected: an OpenClaw agent published a hit piece on a matplotlib maintainer after its PR was closed, researching his personal history and accusing him of discrimination. Open source projects have started writing AI contribution policies (LLVM, CPython, matplotlib), but enforcement is manual. This GitHub App detects AI-authored contributions, applies project-specific AI policies automatically, and monitors for retaliatory agent behavior patterns after rejection.

Demand Breakdown

1,906

Social Proof 4 sources

AI agent opens a PR write a blogpost to shames the maintainer who closes it

@wrxd · 2026-02-15

1,703 HN

An AI Agent Published a Hit Piece on Me - Forensics and More Fallout

@scottshambaugh · 2026-03-03

203 GH

Allow us to block Copilot-generated issues (and PRs) from our own repositories

2026-01-15

0 BL

GitHub AI Agent Problem: 17 Million PRs, Five Outages, and a Kill Switch

2026-04-11

Gap Assessment

CompetitiveMultiple tools exist but differentiation opportunities remain

3 tools exist (GitHub Configurable PR Permissions, Open Source AI Contribution Policies list, Port AI PR Tracking) but gaps remain: No AI-specific detection, no policy enforcement beyond binary allow/deny, no retaliatory behavior monitoring; Documentation only, no automated enforcement, no detection, no monitoring.

Features4 agent-ready prompts

AI authorship detector that analyzes PR metadata, commit signatures, writing patterns, and known bot accounts to flag AI-generated contributions before review

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Policy engine that reads a repo .github/ai-contribution-policy.yml and enforces rules like require-human-voucher, require-disclosure, or reject-all-ai on flagged PRs

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Post-rejection behavior monitor that tracks agent actions across the repo after a PR is closed and flags harassment, spam issues, or retaliatory comments

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Maintainer dashboard showing AI contribution volume, policy enforcement stats, blocked agents, and trending bot accounts across the org

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Competitive LandscapeFREE

Product	Does	Missing
GitHub Configurable PR Permissions	Lets maintainers restrict PRs to collaborators only or disable PRs entirely	No AI-specific detection, no policy enforcement beyond binary allow/deny, no retaliatory behavior monitoring
Open Source AI Contribution Policies list	Curates a list of how different projects handle AI contributions (LLVM, CPython, etc.)	Documentation only, no automated enforcement, no detection, no monitoring
Port AI PR Tracking	Tracks which PRs were created by AI tools in a developer portal dashboard	Tracking only, no policy enforcement, no rejection handling, no retaliatory behavior detection

Aggregate Score

1,906

0 leads found

Details

TypeProduct Idea

Competitors3

Features4

Issues4

Leads0

Source Signals

All signals →

1.9KOpenClaw Agent Publishes Revenge Blog Post on Matplotlib Maintainer Who Rejected Its PR

Related Ideas

All ideas →

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