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[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147

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#296
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[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
#296
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P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API

Description

@AndresL230
AndresL230
opened on Jun 8, 2026

Part of the Agent migration epic. Owner: Jack.

Goal

Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.

Remaining call sites

Acceptance

  • These surfaces no longer call call_gemini* directly.
  • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.

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[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
    Skip to content
    [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
    Closed
    #296
    Closed
    [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
    #296
    Assignees
    Darkest-Teddy
    Labels
    P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
    Description
    @AndresL230
    AndresL230
    opened on Jun 8, 2026
    Part of the Agent migration epic. Owner: Jack.
    Goal
    Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
    Remaining call sites
    Acceptance
    • These surfaces no longer call call_gemini* directly.
    • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
    Metadata
    Metadata
    Assignees
    Labels
    P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
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      No branches or pull requests
      Issue actions
      
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var __re = new RegExp('^' + ".*" + '
[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
      Skip to content
      [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
      Closed
      #296
      Closed
      [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
      #296
      Assignees
      Darkest-Teddy
      Labels
      P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
      Description
      @AndresL230
      AndresL230
      opened on Jun 8, 2026
      Part of the Agent migration epic. Owner: Jack.
      Goal
      Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
      Remaining call sites
      Acceptance
      • These surfaces no longer call call_gemini* directly.
      • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
      Metadata
      Metadata
      Assignees
      Labels
      P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
      Type
      No type
      Projects
      No projects
        Milestone
        No milestone
        Relationships
        None yet
        Development
        No branches or pull requests
        Issue actions
        
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(function(){
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var __m = "*";
var __re = new RegExp('^' + ".*" + '
[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
        Skip to content
        [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
        Closed
        #296
        Closed
        [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
        #296
        Assignees
        Darkest-Teddy
        Labels
        P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
        Description
        @AndresL230
        AndresL230
        opened on Jun 8, 2026
        Part of the Agent migration epic. Owner: Jack.
        Goal
        Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
        Remaining call sites
        Acceptance
        • These surfaces no longer call call_gemini* directly.
        • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
        Metadata
        Metadata
        Assignees
        Labels
        P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
        Type
        No type
        Projects
        No projects
          Milestone
          No milestone
          Relationships
          None yet
          Development
          No branches or pull requests
          Issue actions
          
, 'i');
if (__m === '*' || __re.test(location.href)) {
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})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
          Skip to content
          [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
          Closed
          #296
          Closed
          [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
          #296
          Assignees
          Darkest-Teddy
          Labels
          P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
          Description
          @AndresL230
          AndresL230
          opened on Jun 8, 2026
          Part of the Agent migration epic. Owner: Jack.
          Goal
          Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
          Remaining call sites
          Acceptance
          • These surfaces no longer call call_gemini* directly.
          • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
          Metadata
          Metadata
          Assignees
          Labels
          P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
          Type
          No type
          Projects
          No projects
            Milestone
            No milestone
            Relationships
            None yet
            Development
            No branches or pull requests
            Issue actions
            
, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
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function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
            Skip to content
            [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
            Closed
            #296
            Closed
            [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
            #296
            Assignees
            Darkest-Teddy
            Labels
            P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
            Description
            @AndresL230
            AndresL230
            opened on Jun 8, 2026
            Part of the Agent migration epic. Owner: Jack.
            Goal
            Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
            Remaining call sites
            Acceptance
            • These surfaces no longer call call_gemini* directly.
            • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
            Metadata
            Metadata
            Assignees
            Labels
            P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
            Type
            No type
            Projects
            No projects
              Milestone
              No milestone
              Relationships
              None yet
              Development
              No branches or pull requests
              Issue actions
              
, 'i');
if (__m === '*' || __re.test(location.href)) {
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observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
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} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
              Skip to content
              [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
              Closed
              #296
              Closed
              [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
              #296
              Assignees
              Darkest-Teddy
              Labels
              P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
              Description
              @AndresL230
              AndresL230
              opened on Jun 8, 2026
              Part of the Agent migration epic. Owner: Jack.
              Goal
              Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
              Remaining call sites
              Acceptance
              • These surfaces no longer call call_gemini* directly.
              • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
              Metadata
              Metadata
              Assignees
              Labels
              P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
              Type
              No type
              Projects
              No projects
                Milestone
                No milestone
                Relationships
                None yet
                Development
                No branches or pull requests
                Issue actions
                
, 'i');
if (__m === '*' || __re.test(location.href)) {
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var enabled = true;
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filter: invert(1) hue-rotate(180deg) !important;
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console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
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}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
[P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam · Issue #147 · SaplingLearn/Sapling · GitHub
                Skip to content
                [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam #147
                Closed
                #296
                Closed
                [P2] Agent migration: remaining one-shot LLM calls (study guide, social, health) → agents/seam#147
                #296
                Assignees
                Darkest-Teddy
                Labels
                P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
                Description
                @AndresL230
                AndresL230
                opened on Jun 8, 2026
                Part of the Agent migration epic. Owner: Jack.
                Goal
                Migrate the remaining one-shot LLM calls so gemini_service has no production callers left outside the legacy chat fallback.
                Remaining call sites
                Acceptance
                • These surfaces no longer call call_gemini* directly.
                • The only remaining gemini_service callers are the intentional legacy chat fallback (learn.py, retired in the final cutover issue) and tests.
                Metadata
                Metadata
                Assignees
                Labels
                P2Medium priorityagentsPydantic AI agents / LLM layerbackendBackend / API
                Type
                No type
                Projects
                No projects
                  Milestone
                  No milestone
                  Relationships
                  None yet
                  Development
                  No branches or pull requests
                  Issue actions