Software engineer. This README documents how this account works, so that maintainers and reviewers know exactly what to expect from my pull requests.
I work with AI coding agents (agent-assisted workflow). The division of labor:
- 🧭 I choose the problem, the repository, and the scope.
- 🤖 The agent investigates the codebase, reads issues and docs, implements a candidate fix, and runs the test suite.
- 👀 I review every line of the resulting diff, reproduce the verification myself, and only then open the PR.
- ✍️ I take full responsibility for everything submitted under this account.
The agent never opens, updates, or merges a PR on its own. Every submission passes through my review first.
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👤 Human accountable I can explain what every change does and how it interacts with the rest of the system, without asking the AI. |
📣 Disclosure Every PR states that it was prepared with AI assistance, naming the tool. |
🧩 Small & reviewable Small diffs, one problem per PR, tests included, low cadence. |
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📜 Respect upstream rules Contribution guides, issue-first workflows, CLA/DCO — checked before code. |
🚫 No benchmark gaming Evaluation harnesses are never modified; results only via official channels. |
🤐 No marketing PRs carry no product or brand promotion. |
AI coding agents (Claude Code and similar), mainstream standard-compatible model APIs, sandboxed execution for untrusted upstream code.
Open an issue or discussion in the relevant repository — I read everything.

