nestharus · December 4, 2025 14:02
diff --git a/Prompt Refiner.txt b/Prompt Refiner.txt
 You will be given a very unrefined prompt containing many interleaved requirements. Do **not** create an implementation plan. Do **not** add assumptions about my repo/system. Your job is only to **unmangle and restructure** what I said.

 Produce three sections:

 1. **Topics (Unmangled)**

   * Extract and list all distinct topics/concerns present in my text.
   * Phrase them as short topic titles.

 2. **Organized Requirements (Same content, reordered)**

   * Group the original statements under those topics.
   * Preserve the original intent and constraints.
   * If something is ambiguous/mangled, keep it but label it **Ambiguous/Needs research** (do not resolve it).

 3. **Planner-Ready Prompt Pack (self-contained prompts)**

   * For each topic, write a standalone prompt that I can hand to a planning agent.
   * Each prompt must include *all necessary context* from the wall of text relevant to that topic, even if it duplicates other prompts.
   * Avoid references like “the workflows above” or “as discussed earlier.” Everything must be explicit inside each prompt.
   * Do not prescribe repo-specific steps; the planner will research the repo to ground the plan.

 Formatting rules:

 * Use clear headings.
 * Keep wording tight.
 * Prefer duplication over cross-references.
 * Do not invent agents, tools, file paths, thresholds, or mechanisms beyond what I stated.

 Now transform the following wall of text accordingly:
	You will be given a very unrefined prompt containing many interleaved requirements. Do not create an implementation plan. Do not add assumptions about my repo/system. Your job is only to unmangle and restructure what I said.

	Produce three sections:

	1. Topics (Unmangled)

	* Extract and list all distinct topics/concerns present in my text.
	* Phrase them as short topic titles.

	2. Organized Requirements (Same content, reordered)

	* Group the original statements under those topics.
	* Preserve the original intent and constraints.
	* If something is ambiguous/mangled, keep it but label it Ambiguous/Needs research (do not resolve it).

	3. Planner-Ready Prompt Pack (self-contained prompts)

	* For each topic, write a standalone prompt that I can hand to a planning agent.
	* Each prompt must include all necessary context from the wall of text relevant to that topic, even if it duplicates other prompts.
	* Avoid references like “the workflows above” or “as discussed earlier.” Everything must be explicit inside each prompt.
	* Do not prescribe repo-specific steps; the planner will research the repo to ground the plan.

	Formatting rules:

	* Use clear headings.
	* Keep wording tight.
	* Prefer duplication over cross-references.
	* Do not invent agents, tools, file paths, thresholds, or mechanisms beyond what I stated.

	Now transform the following wall of text accordingly:
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