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macOS-specific patterns: launchd agent configuration, brew vs pip, zsh regex quirks, file descriptor limits.
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Push accountability, CI monitoring after push, background agent CI verification, verification command sequencing.
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Known agent error patterns -- debugging reference for tool failures, git errors, CI issues, and common mistakes. Consult when encountering unexpected behavior, tool errors, or CI failures.
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gh CLI patterns, JSON field discovery, PR check interpretation, label management, merge settings verification.
| name | macOS Development |
| description | macOS-specific patterns: launchd agent configuration, brew vs pip, zsh regex quirks, file descriptor limits. |
Wrong -- system pip blocked on Python 3.12+ (PEP 668):
pip3 install some-tool # externally-managed-environment
Right -- use Homebrew or pipx:
brew install some-tool
pipx install some-python-app
Wrong -- complex regex in zsh triggers parse errors:
grep -oP '(?<=version":")[^"]+' package.json
# zsh: event not found
Right -- use built-in Grep tool, or wrap in bash:
bash -c 'grep -oP '"'"'(?<=version":")[^"]+'"'"' package.json'
Wrong -- run script directly (crashes if dir has .Codex/):
<key>ProgramArguments</key>
<array>
<string>/project/scripts/agent.sh</string>
</array>
Right -- bash wrapper + resource limits + environment vars:
<key>ProgramArguments</key>
<array>
<string>/bin/bash</string>
<string>-c</string>
<string>exec /bin/bash /project/scripts/agent.sh</string>
</array>
<key>HardResourceLimits</key>
<dict><key>NumberOfFiles</key><integer>122880</integer></dict>
<key>SoftResourceLimits</key>
<dict><key>NumberOfFiles</key><integer>122880</integer></dict>
<key>EnvironmentVariables</key>
<dict>
<key>HOME</key><string>/Users/you</string>
<key>TERM</key><string>xterm-256color</string>
<key>PATH</key><string>/usr/local/bin:/usr/bin:/bin</string>
</dict>
Wrong -- test from terminal (masks launchd-specific failures):
./scripts/agent.sh # works in terminal, fails silently under launchd
Right -- test with launchctl:
launchctl start com.yourorg.agent
launchctl list | grep yourorg # check actual exit status