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Structured PR review for pygraphistry. Input: PR number/branch (default current branch PR). Output: findings and convergence artifacts under the local task plans directory. Method: multi-wave, evidence-first review across spec, correctness, tests, security,…
OPT-IN file-based planning for multi-session tasks. Only use when user explicitly requests it or work spans multiple sessions. For single-session work, prefer your platform's native planning features.
Editorial policy for user-facing documentation (docs/source/**). Use when writing or reviewing prose in docs pages, docstrings that render in docs, or release notes. Plain, direct, forward-readable text; no internal process talk; no AI-writing tells.
Methodical bug-driven test amplification for pygraphistry features. Use when hardening a feature area via user-workflow exploration, 5-Whys retrospectives, bug-taxonomy derivation, concrete test planning, implementation, and safety-gated validation.
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