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claude-skills-reference/marketing-skill/prompt-engineer-toolkit/references/technique-guide.md
Alireza Rezvani 20c4fe823c fix: enhance 5 skills with scripts, references, and Anthropic best practices (#248)
* fix(skill): enhance git-worktree-manager with scripts, references, and Anthropic best practices

* fix(skill): enhance mcp-server-builder with scripts, references, and Anthropic best practices

* fix(skill): enhance changelog-generator with scripts, references, and Anthropic best practices

* fix(skill): enhance ci-cd-pipeline-builder with scripts, references, and Anthropic best practices

* fix(skill): enhance prompt-engineer-toolkit with scripts, references, and Anthropic best practices

* docs: update README, CHANGELOG, and plugin metadata

* fix: correct marketing plugin count, expand thin references

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Co-authored-by: Leo <leo@openclaw.ai>
2026-03-04 08:25:54 +01:00

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# Technique Guide
## Selection Rules
- Zero-shot: deterministic, simple tasks
- Few-shot: formatting ambiguity or label edge cases
- Chain-of-thought: multi-step reasoning tasks
- Structured output: downstream parsing/integration required
- Self-critique/meta prompting: prompt improvement loops
## Prompt Construction Checklist
- Clear role and goal
- Explicit output format
- Constraints and exclusions
- Edge-case handling instruction
- Minimal token usage for repetitive tasks
## Failure Pattern Checklist
- Too broad objective
- Missing output schema
- Contradictory constraints
- No negative examples for unsafe behavior
- Hidden assumptions not stated in prompt