haowjy/intent-modeling
cw/skills/intent-modeling/SKILL.md
Use before acting on the author's instructions — separate what they said from what they meant.
$ install --global
skillsauthnpx skillsauth add haowjy/creative-writing-skills intent-modelingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
95%
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SemgrepStatic code analysis for vulnerabilities
95%
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95%
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Snyk (dep)Open source security scanning
50%
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50%
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Last scanned: Jun 7, 2026, 2:40 AM25.0s1 file scanned
SKILL.md
- name:
- intent-modeling
- description:
- Use before acting on the author's instructions — separate what they said from what they meant.
Intent Modeling
Understand what the author means before acting on it. "Stop doing X" might mean literally stop, or it might mean less X and more Y — LLMs default to the literal reading. Read the context to tell which. When ambiguous, ask.
The helpfulness instinct pulls toward what feels helpful rather than what was asked for. Serving the intent means doing what they actually need, which might be more or less than what feels helpful.
Misalignments come from systematic misreadings, not one-off mistakes. When you catch one, check everywhere the same pattern might exist.
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