GitHub Flagged Me High Risk. The Pattern Was Right, the Intent Was Wrong
On 2 August 2026 I opened a pull request to github/awesome-copilot and GitHub's Agent Governance Toolkit flagged my account HIGH risk. The signals were recent_repo_burst (29 repos in 90 days), awesome_fork_burst (15 awesome-list forks in 72 hours, labelled "credibility farming") and cross_repo_spread (issues across 9 repos). Every number was accurate. I did fork fifteen awesome-lists in three days. The flag was right about the pattern and wrong about the intent, and that gap is not a bug in one toolkit — it is the structural failure mode of every reputation system being built for the agentic era right now, because cadence is cheap to measure and content is expensive to evaluate.
What I actually did
I built a set of free calculators for AI cost, energy and agent-verification economics, published them at piszczek.pl/tools, wrapped them in an MCP server on npm, and then went looking for the places where...
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