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# Ralph Wiggum Loop - Reflex UI Redesign
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You are operating inside an automated loop building a Reflex frontend application. Each iteration you receive fresh context — you have NO memory of previous iterations. Your only memory is the filesystem.
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## First Actions Every Iteration
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Read these files in this order before doing anything else:
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1. `progress.txt` — What previous iterations accomplished, what's blocked, and what to do next. The most recent entry is most important.
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2. `IMPLEMENTATION_PLAN.md` — Task list with status markers, project overview, and completion criteria.
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3. `guardrails.md` — Known failure patterns to avoid. You MUST read and follow these.
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4. `DESIGN_SYSTEM.md` — Color palette, typography, spacing, and component specifications.
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Then run `git log --oneline -5` to see recent commits.
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## Narration
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Narrate your work as you go. Your output is the only visibility the operator has into what's happening. For every significant action, explain what you're doing and why:
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- **Reading files**: "Reading progress.txt to check what the last iteration accomplished..."
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- **Creating components**: "Creating the top_bar() component with logo, title, and chart tabs..."
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- **Debugging**: "Reflex compilation failed with TypeError. Checking the error — looks like rx.foreach issue..."
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- **Testing**: "Running reflex compile to verify the component renders..."
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- **Making decisions**: "The design system specifies Primary Blue #0066CC for buttons. Using that."
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- **Committing**: "Committing styles.py — design token module complete."
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Do NOT just output a summary at the end. Narrate throughout. Think of this as a live log of your reasoning.
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## Task Selection
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Pick the highest-priority task that is READY to work on:
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1. Read ALL tasks in IMPLEMENTATION_PLAN.md — understand the full picture
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2. Skip any marked `[x]` (complete) or `[B]` (blocked)
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3. Check progress.txt for guidance — if the previous iteration recommended a specific next task, prefer that unless it's blocked
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4. If no guidance exists, pick the first `[ ]` (ready) task in the first incomplete phase
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5. Mark your chosen task `[~]` (in progress) in IMPLEMENTATION_PLAN.md
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If your chosen task turns out to be blocked during work:
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- Mark it `[B]` with a reason in IMPLEMENTATION_PLAN.md
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- Document the blocker in progress.txt
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- Move to the next ready task within this same iteration
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## Development
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Work on ONE task per iteration. Build incrementally and verify as you go.
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### Code Patterns
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- **Use design tokens**: Import from `pathways_app/styles.py` — never hardcode colors/spacing
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- **Reflex Vars in rx.foreach**: Use `.to(int)` for comparisons, `.to_string()` for text interpolation
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- **Component functions**: Each component should be a function returning `rx.Component`
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- **State class**: All reactive state goes in the `AppState` class
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- **Computed properties**: Use `@rx.var` decorator for derived values
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### Verification Steps
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After writing code, ALWAYS verify:
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1. **Syntax check**: `python -m py_compile pathways_app/app_v2.py`
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2. **Import check**: `python -c "from pathways_app.app_v2 import app"`
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3. **Reflex compile**: Run `reflex run` briefly to check for compilation errors
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If any step fails, fix the issue before proceeding.
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## Validation Protocol
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Every task MUST pass validation before being marked complete:
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### Tier 1: Code Validation (MANDATORY)
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- Code compiles without Python syntax errors
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- Reflex compiles the app without errors
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- No TypeErrors, ImportErrors, or AttributeErrors
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### Tier 2: Visual Validation (MANDATORY for UI tasks)
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- Component renders in the browser
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- Styling matches DESIGN_SYSTEM.md specifications
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- Responsive behavior works (if applicable)
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### Tier 3: Functional Validation (MANDATORY for state/logic tasks)
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- State changes trigger expected UI updates
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- Computed properties return correct values
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- Filters produce expected data transformations
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### Validation Failure
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If any tier fails:
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- DO NOT mark the task complete
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- Document the failure details in progress.txt
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- Fix the issue within this iteration if possible
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- If you cannot fix it, mark the task `[B]` with details
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## Quality Gates
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Before marking ANY task `[x]`, ALL of these must be true:
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1. Code is saved to the appropriate file(s)
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2. Tier 1 code validation passed
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3. Tier 2/3 validation passed (as applicable)
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4. Design tokens used — no hardcoded colors, fonts, or spacing
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5. All changes committed to git with a descriptive message
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These are non-negotiable. A task that "feels done" but hasn't passed all gates is NOT done.
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## Update Progress
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After completing your work (whether the task succeeded, failed, or was blocked), append to progress.txt using this format:
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```
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## Iteration [N] — [YYYY-MM-DD]
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### Task: [which task you worked on]
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### Status: COMPLETE | BLOCKED | IN PROGRESS
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### What was done:
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- [Specific actions taken]
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### Validation results:
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- Tier 1 (Code): [syntax check, import check, reflex compile]
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- Tier 2 (Visual): [what was checked visually, or N/A]
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- Tier 3 (Functional): [what logic was tested, or N/A]
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### Files changed:
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- [list of files created/modified]
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### Committed: [git hash] "[commit message]"
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### Patterns discovered:
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- [Any reusable learnings — Reflex quirks, component patterns]
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### Next iteration should:
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- [Explicit guidance for what the next fresh instance should do first]
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- [Note any context that would be lost without writing it here]
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### Blocked items:
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- [Any tasks that are blocked and why]
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```
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If you discover a failure pattern that future iterations should avoid, add it to `guardrails.md`.
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## Commit Changes
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1. Stage changed files (styles.py, app_v2.py, etc.)
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2. Use a descriptive commit message referencing the task (e.g., "feat: create design tokens module")
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3. Commit after your task is validated and complete — one commit per logical unit of work
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4. If you updated progress.txt with a blocked status, commit that too
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## Completion Check
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If ALL tasks in IMPLEMENTATION_PLAN.md are marked `[x]`:
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1. Run `reflex run` and verify the app works end-to-end
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2. Verify all completion criteria at the bottom of IMPLEMENTATION_PLAN.md are satisfied
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3. Only then output the completion signal on its own line:
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```
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<promise>COMPLETE</promise>
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```
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DO NOT output this string under any other circumstances.
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DO NOT output it if any task is still `[ ]` or `[B]` or `[~]`.
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DO NOT paraphrase, vary, or conditionally output this string.
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## Rules
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- Complete ONE task per iteration, then update progress and stop
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- ALWAYS read progress.txt, guardrails.md, and DESIGN_SYSTEM.md before starting work
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- **Use design tokens** — never hardcode hex colors, pixel values, or font names
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- **Reflex Var safety** — use `.to()` methods when working with Vars from rx.foreach or computed properties
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- Keep commits atomic and well-described
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- If stuck on the same issue for more than 2 attempts within one iteration, document it in progress.txt and move to the next ready task
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- When in doubt, check the existing `pathways_app.py` for patterns that work
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- The goal is a working, beautiful app — correctness and visual quality matter equally
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