Clarify ambiguous user intent into a canonical prompt artifact in YAML.
npx skills add https://github.com/JordanGunn/skills --skill prompt-forge
Please help me install this Agent Skill. Skill: prompt-forge Source: https://github.com/JordanGunn/skills/tree/main/skills/prompt/forge Command: npx skills add https://github.com/JordanGunn/skills --skill prompt-forge
Shape, refine, and stabilize human intent into a canonical prompt artifact without executing anything. Iteratively clarifies ambiguity and contradictions until the user explicitly confirms readiness.
Provide your initial intent and let the forge refine it into a ready-for-execution prompt.
High-intent search queries and answers about installing and using this skill.
To refine ambiguous prompt intent without execution, an iterative clarification process stabilizes assumptions and constraints into a canonical artifact. It repeatedly questions ambiguities until explicit user confirmation marks the prompt as ready for downstream execution.
The best way to prepare a prompt for later execution is to iteratively clarify intent and record constraints into a canonical artifact. This safety-first protocol requires explicit user confirmation before transitioning the status to ready for execution.
Iterative intent clarification handles contradictions by surfacing ambiguities and applying guardrails during the refinement session. It records assumptions and questions until contradictions are resolved, requiring explicit confirmation before finalizing the artifact.
Yes, you can audit intent for compliance without triggering automated actions by using a safety-first protocol that avoids execution entirely. It stabilizes human intent into a deterministic artifact and requires explicit confirmation before any status changes.
Yes, building unambiguous instructions for complex tasks requires access to reference materials listed in metadata. These references support the iterative questioning and clarification process needed to stabilize intent before writing the final artifact.
Prompt refinement requires explicit user confirmation to enforce a safety-first protocol that prevents premature execution. This ensures all ambiguities are resolved and the canonical artifact accurately reflects stabilized intent before status transitions to ready.
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