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| author | Craig Jennings <c@cjennings.net> | 2026-04-19 15:03:27 -0500 |
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| committer | Craig Jennings <c@cjennings.net> | 2026-04-19 15:03:27 -0500 |
| commit | b3247d0b1aaf73cae6068e42e3df26b256d9008e (patch) | |
| tree | 37d751814bc9656a1435824aa46803ff2be5f2c3 /five-whys/SKILL.md | |
| parent | 8b9eb12065ef567213bd3b78f2a4617610a83aa0 (diff) | |
| download | rulesets-b3247d0b1aaf73cae6068e42e3df26b256d9008e.tar.gz rulesets-b3247d0b1aaf73cae6068e42e3df26b256d9008e.zip | |
feat: clean-room synthesis ā prompt-engineering skill
Distilled from NeoLab customaize-agent:prompt-engineering rubric (GPL-3.0
source; clean-room, no prose reused). ~17 KB NeoLab version trimmed to
tighter ~430 lines focused on what's genuinely non-obvious:
- Four prompt-type classification (discipline-enforcing / guidance /
collaborative / reference), with explanations for each so the user
knows what they're picking. Used in both design and critique modes.
- Seven persuasion principles (Meincke et al. 2025, Nā28,000), with
by-type matrix. Notably flags Liking as actively harmful for
collaborative prompts (breeds sycophancy in reviews/critiques).
- Degrees-of-freedom axis (high/medium/low) matched to task fragility.
- Context-window-as-shared-resource framing.
- Brief reference only for classical techniques (few-shot, CoT, system
prompts, templates) ā widely documented elsewhere, not re-taught.
- Explicit ethics test for persuasion use.
- Design-mode vs critique-mode workflows.
- Anti-patterns list covering sycophancy-by-default, hedging-on-
discipline-prompts, authority-stack-on-guidance, high-freedom-on-
fragile-tasks.
Landscape: no prompt-engineering skill exists in Anthropic's official
repo, wshobson/agents, or the major community skill collections. Real gap.
Makefile SKILLS extended; global symlink installed.
Diffstat (limited to 'five-whys/SKILL.md')
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