feat: persist candidate fit and focus plan, stop re-running on every open
Extends the interview-prep persistence pattern (previous commit) to the other two AI-generated per-job outputs that were re-running their full AI call chain on every tab open: candidate-fit (4 AI calls) and focus-plan (4 AI calls). Across all three tabs that's 9 AI calls fired every single time a user revisits a job's AI workspace tabs. Generalized into AiWorkspaceNote (OwnerUserId, JobApplicationId, NoteType, ResultJson) rather than duplicating InterviewPrepNote's per-field-column shape: CandidateFitDto and FocusPlanDto are irregular and nested (up to 13 fields including a nested guidance object), where per-field columns would be unreasonable. One table, keyed by note type, serving both. Same rules as interview prep: reuse across calls, regenerate when the attachment selection changes, regenerate on explicit refresh. Frontend gets the same "Regenerate" button on both tabs. 3 new tests (persist+reuse for both, refresh for candidate-fit). Verified against the real dev DB.
This commit is contained in:
@@ -31,6 +31,7 @@ namespace JobTrackerApi.Data
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public DbSet<CareerProfile> CareerProfiles => Set<CareerProfile>();
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public DbSet<CareerProfileVersion> CareerProfileVersions => Set<CareerProfileVersion>();
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public DbSet<InterviewPrepNote> InterviewPrepNotes => Set<InterviewPrepNote>();
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public DbSet<AiWorkspaceNote> AiWorkspaceNotes => Set<AiWorkspaceNote>();
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protected override void OnModelCreating(ModelBuilder modelBuilder)
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{
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@@ -179,6 +180,22 @@ namespace JobTrackerApi.Data
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.WithMany()
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.HasForeignKey(x => x.JobApplicationId)
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.OnDelete(DeleteBehavior.Cascade);
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// Generic AI workspace note persistence (candidate fit, focus plan) -- same rationale as
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// InterviewPrepNote above, generalized because these DTOs are irregular/nested enough that
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// per-field columns would be unreasonable.
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modelBuilder.Entity<AiWorkspaceNote>()
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.HasQueryFilter(x => CurrentUserId != null && x.OwnerUserId == CurrentUserId);
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modelBuilder.Entity<AiWorkspaceNote>()
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.HasIndex(x => new { x.OwnerUserId, x.JobApplicationId, x.NoteType })
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.IsUnique();
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modelBuilder.Entity<AiWorkspaceNote>()
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.HasOne(x => x.JobApplication)
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.WithMany()
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.HasForeignKey(x => x.JobApplicationId)
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.OnDelete(DeleteBehavior.Cascade);
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}
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}
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}
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@@ -0,0 +1,144 @@
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using System.Security.Claims;
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using JobTrackerApi.Controllers;
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using JobTrackerApi.Data;
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using JobTrackerApi.Models;
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using JobTrackerApi.Services;
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using JobTrackerApi.Tests.TestSupport;
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using Microsoft.AspNetCore.Http;
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using Microsoft.AspNetCore.Mvc;
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using Microsoft.EntityFrameworkCore;
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using Microsoft.Extensions.Logging.Abstractions;
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using Moq;
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using Xunit;
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namespace JobTrackerApi.Tests;
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// Candidate fit and focus plan share AiWorkspaceNote persistence with the same rules as
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// InterviewPrepNote: reuse across calls, regenerate on refresh, regenerate when the attachment
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// selection changes (career-workspace-implementation-roadmap.md Phase F5).
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public sealed class AiWorkspaceNotePersistenceTests
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{
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[Fact]
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public async Task GetCandidateFit_persists_and_reuses_the_generated_note()
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{
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await using var db = TestHostFactory.CreateInMemoryDb();
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var job = await SeedJobWithCvAsync(db);
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var summarizer = new Mock<ISummarizerService>();
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var callCount = 0;
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summarizer.Setup(x => x.SummarizeSectionAsync(It.IsAny<string>(), It.IsAny<string>(), It.IsAny<int>(), It.IsAny<int>()))
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.ReturnsAsync(() => { callCount++; return $"Summary call {callCount}"; });
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var controller = CreateController(db, summarizer.Object, "user-1");
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var first = await controller.GetCandidateFit(job.Id, null, false, CancellationToken.None);
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var callsAfterFirst = callCount;
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var second = await controller.GetCandidateFit(job.Id, null, false, CancellationToken.None);
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Assert.Equal(GetDto(first).MatchSummary, GetDto(second).MatchSummary);
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Assert.Equal(callsAfterFirst, callCount);
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var stored = Assert.Single(db.AiWorkspaceNotes.IgnoreQueryFilters().Where(x => x.JobApplicationId == job.Id && x.NoteType == "candidate-fit"));
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Assert.NotEmpty(stored.ResultJson);
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}
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[Fact]
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public async Task GetCandidateFit_regenerates_when_refresh_is_requested()
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{
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await using var db = TestHostFactory.CreateInMemoryDb();
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var job = await SeedJobWithCvAsync(db);
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var summarizer = new Mock<ISummarizerService>();
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var callCount = 0;
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summarizer.Setup(x => x.SummarizeSectionAsync(It.IsAny<string>(), It.IsAny<string>(), It.IsAny<int>(), It.IsAny<int>()))
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.ReturnsAsync(() => { callCount++; return $"Summary call {callCount}"; });
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var controller = CreateController(db, summarizer.Object, "user-1");
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await controller.GetCandidateFit(job.Id, null, false, CancellationToken.None);
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var callsAfterFirst = callCount;
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var refreshed = await controller.GetCandidateFit(job.Id, null, true, CancellationToken.None);
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Assert.True(callCount > callsAfterFirst);
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Assert.NotNull(GetDto(refreshed).MatchSummary);
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}
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[Fact]
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public async Task GetFocusPlan_persists_and_reuses_the_generated_note()
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{
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await using var db = TestHostFactory.CreateInMemoryDb();
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var job = await SeedJobWithCvAsync(db);
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var summarizer = new Mock<ISummarizerService>();
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var callCount = 0;
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summarizer.Setup(x => x.SummarizeSectionAsync(It.IsAny<string>(), It.IsAny<string>(), It.IsAny<int>(), It.IsAny<int>()))
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.ReturnsAsync(() => { callCount++; return $"Text {callCount}"; });
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var controller = CreateController(db, summarizer.Object, "user-1");
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await controller.GetFocusPlan(job.Id, null, false, CancellationToken.None);
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var callsAfterFirst = callCount;
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await controller.GetFocusPlan(job.Id, null, false, CancellationToken.None);
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Assert.Equal(callsAfterFirst, callCount);
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var stored = Assert.Single(db.AiWorkspaceNotes.IgnoreQueryFilters().Where(x => x.JobApplicationId == job.Id && x.NoteType == "focus-plan"));
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Assert.NotEmpty(stored.ResultJson);
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}
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private static JobApplicationsController.CandidateFitDto GetDto(ActionResult<JobApplicationsController.CandidateFitDto> result)
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=> (JobApplicationsController.CandidateFitDto)Assert.IsType<OkObjectResult>(result.Result).Value!;
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private static async Task<JobApplication> SeedJobWithCvAsync(JobTrackerContext db)
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{
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var company = new Company { Name = "Acme", OwnerUserId = "user-1" };
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db.Companies.Add(company);
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db.Users.Add(new ApplicationUser
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{
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Id = "user-1",
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UserName = "user@example.test",
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Email = "user@example.test",
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ProfileCvText = "Built .NET APIs and led backend delivery with SQL and Docker.",
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ProfileCvStructureJson = "[]",
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});
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await db.SaveChangesAsync();
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var job = new JobApplication
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{
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JobTitle = "Backend Developer",
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CompanyId = company.Id,
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OwnerUserId = "user-1",
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Description = "Needs .NET, SQL, and Docker experience.",
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};
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db.JobApplications.Add(job);
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await db.SaveChangesAsync();
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return job;
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}
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private static JobApplicationsController CreateController(JobTrackerContext db, ISummarizerService summarizer, string userId)
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{
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var user = db.Users.AsNoTracking().FirstOrDefault(x => x.Id == userId);
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var controller = new JobApplicationsController(
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db,
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summarizer,
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Mock.Of<IAppEmailSender>(),
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TestHostFactory.CreateUserManager(user).Object,
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NullLogger<JobApplicationsController>.Instance,
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Mock.Of<ICvTemplateRenderer>(),
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Mock.Of<ICvPdfExporter>());
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controller.ControllerContext = new ControllerContext
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{
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HttpContext = new DefaultHttpContext
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{
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User = new ClaimsPrincipal(new ClaimsIdentity(new[]
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{
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new Claim(ClaimTypes.NameIdentifier, userId)
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}, "test"))
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}
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};
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return controller;
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}
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}
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@@ -2192,7 +2192,7 @@ Canonical profile:
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}
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[HttpGet("{id:int}/candidate-fit")]
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public async Task<ActionResult<CandidateFitDto>> GetCandidateFit([FromRoute] int id, [FromQuery] string? attachmentIds, CancellationToken cancellationToken)
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public async Task<ActionResult<CandidateFitDto>> GetCandidateFit([FromRoute] int id, [FromQuery] string? attachmentIds, [FromQuery] bool refresh, CancellationToken cancellationToken)
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{
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var job = await _db.JobApplications
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.Include(j => j.Company)
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@@ -2202,6 +2202,13 @@ Canonical profile:
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var userId = CurrentUserId;
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if (string.IsNullOrWhiteSpace(userId)) return Unauthorized();
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var attachmentSignature = NormalizeAttachmentIdsSignature(attachmentIds);
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if (!refresh)
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{
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var cached = await TryGetCachedAiNoteAsync<CandidateFitDto>(userId, id, "candidate-fit", attachmentSignature, cancellationToken);
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if (cached is not null) return Ok(cached);
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}
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var user = await _db.Users.FirstOrDefaultAsync(x => x.Id == userId, cancellationToken);
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var cvText = user?.ProfileCvText;
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if (string.IsNullOrWhiteSpace(cvText))
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@@ -2298,7 +2305,7 @@ Candidate CV/profile:
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"Close with a clear expression of interest and availability."
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});
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return Ok(new CandidateFitDto(
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var dto = new CandidateFitDto(
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MatchSummary: matchSummary,
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FitLevel: fitLevel,
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MatchScore: matchScore,
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@@ -2312,11 +2319,14 @@ Candidate CV/profile:
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TailoredPitch: tailoredPitch,
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Guidance: guidance,
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CoverLetterDraft: coverLetterDraft,
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RecruiterMessageDraft: recruiterMessageDraft));
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RecruiterMessageDraft: recruiterMessageDraft);
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await SaveAiNoteAsync(userId, id, "candidate-fit", attachmentSignature, dto, cancellationToken);
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return Ok(dto);
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}
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[HttpGet("{id:int}/focus-plan")]
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public async Task<ActionResult<FocusPlanDto>> GetFocusPlan([FromRoute] int id, [FromQuery] string? attachmentIds, CancellationToken cancellationToken)
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public async Task<ActionResult<FocusPlanDto>> GetFocusPlan([FromRoute] int id, [FromQuery] string? attachmentIds, [FromQuery] bool refresh, CancellationToken cancellationToken)
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{
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var job = await _db.JobApplications
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.Include(j => j.Company)
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@@ -2326,6 +2336,13 @@ Candidate CV/profile:
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var userId = CurrentUserId;
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if (string.IsNullOrWhiteSpace(userId)) return Unauthorized();
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var attachmentSignature = NormalizeAttachmentIdsSignature(attachmentIds);
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if (!refresh)
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{
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var cached = await TryGetCachedAiNoteAsync<FocusPlanDto>(userId, id, "focus-plan", attachmentSignature, cancellationToken);
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if (cached is not null) return Ok(cached);
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}
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var user = await _db.Users.FirstOrDefaultAsync(x => x.Id == userId, cancellationToken);
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var cvText = user?.ProfileCvText;
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if (string.IsNullOrWhiteSpace(cvText))
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@@ -2388,13 +2405,41 @@ Candidate master CV:
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var followUpApproach = BuildFollowUpApproach(job.Status, matchedTags, missingTags);
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return Ok(new FocusPlanDto(
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var dto = new FocusPlanDto(
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ImmediatePriorities: immediatePriorities,
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CvBulletIdeas: cvBulletIdeas,
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ProofPointsToLeadWith: proofPointsToLeadWith,
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CoverLetterAngles: coverLetterAngles,
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FollowUpApproach: followUpApproach,
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StrategicSummary: strategicSummary));
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StrategicSummary: strategicSummary);
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await SaveAiNoteAsync(userId, id, "focus-plan", attachmentSignature, dto, cancellationToken);
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return Ok(dto);
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}
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private async Task<T?> TryGetCachedAiNoteAsync<T>(string userId, int jobApplicationId, string noteType, string attachmentSignature, CancellationToken cancellationToken) where T : class
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{
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var existing = await _db.AiWorkspaceNotes.FirstOrDefaultAsync(
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x => x.OwnerUserId == userId && x.JobApplicationId == jobApplicationId && x.NoteType == noteType && x.AttachmentContextSignature == attachmentSignature,
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cancellationToken);
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if (existing is null) return null;
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return JsonSerializer.Deserialize<T>(existing.ResultJson);
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}
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private async Task SaveAiNoteAsync<T>(string userId, int jobApplicationId, string noteType, string attachmentSignature, T dto, CancellationToken cancellationToken)
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{
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var note = await _db.AiWorkspaceNotes.FirstOrDefaultAsync(
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x => x.OwnerUserId == userId && x.JobApplicationId == jobApplicationId && x.NoteType == noteType,
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cancellationToken);
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if (note is null)
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{
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note = new AiWorkspaceNote { OwnerUserId = userId, JobApplicationId = jobApplicationId, NoteType = noteType };
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_db.AiWorkspaceNotes.Add(note);
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}
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note.AttachmentContextSignature = attachmentSignature;
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note.ResultJson = JsonSerializer.Serialize(dto);
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note.GeneratedAtUtc = DateTimeOffset.UtcNow;
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await _db.SaveChangesAsync(cancellationToken);
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}
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[HttpGet("{id:int}/interview-prep")]
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@@ -680,12 +680,34 @@ public static class StartupInitializationExtensions
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Exec(c, """CREATE UNIQUE INDEX IF NOT EXISTS "IX_InterviewPrepNotes_OwnerUserId_JobApplicationId" ON "InterviewPrepNotes" ("OwnerUserId", "JobApplicationId");""");
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}
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// Generic AI workspace note persistence (candidate fit, focus plan) -- same
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// rationale as EnsureInterviewPrepNotesTable, generalized for DTOs too irregular
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// for per-field columns.
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static void EnsureAiWorkspaceNotesTable(DbConnection c)
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{
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Exec(c, """
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CREATE TABLE IF NOT EXISTS "AiWorkspaceNotes" (
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"Id" INTEGER NOT NULL CONSTRAINT "PK_AiWorkspaceNotes" PRIMARY KEY AUTOINCREMENT,
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"OwnerUserId" TEXT NOT NULL,
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"JobApplicationId" INTEGER NOT NULL,
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"NoteType" TEXT NOT NULL,
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"AttachmentContextSignature" TEXT NOT NULL,
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"ResultJson" TEXT NOT NULL,
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"GeneratedAtUtc" TEXT NOT NULL,
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CONSTRAINT "FK_AiWorkspaceNotes_JobApplications_JobApplicationId" FOREIGN KEY ("JobApplicationId") REFERENCES "JobApplications" ("Id") ON DELETE CASCADE
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);
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""");
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Exec(c, """CREATE UNIQUE INDEX IF NOT EXISTS "IX_AiWorkspaceNotes_OwnerUserId_JobApplicationId_NoteType" ON "AiWorkspaceNotes" ("OwnerUserId", "JobApplicationId", "NoteType");""");
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}
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EnsureGmailConnectionsTable(conn);
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EnsureMicrosoftGraphConnectionsTable(conn);
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EnsureImapConnectionsTable(conn);
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EnsureCvTables(conn);
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EnsureCareerProfileTables(conn);
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EnsureInterviewPrepNotesTable(conn);
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EnsureAiWorkspaceNotesTable(conn);
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// Legacy DB signature: migration history exists (AddCorrespondence applied), but 20260310195000 not recorded,
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// and at least one of the new columns already exists.
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@@ -837,6 +859,15 @@ public static class StartupInitializationExtensions
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cmd.ExecuteNonQuery();
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}
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EnsureMySqlAutoIncrementPrimaryKey(conn, "AiWorkspaceNotes", "Id");
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if (!MySqlIndexExists(conn, "AiWorkspaceNotes", "IX_AiWorkspaceNotes_OwnerUserId_JobApplicationId_NoteType"))
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{
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using var cmd = conn.CreateCommand();
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cmd.CommandText = "CREATE UNIQUE INDEX `IX_AiWorkspaceNotes_OwnerUserId_JobApplicationId_NoteType` ON `AiWorkspaceNotes` (`OwnerUserId`, `JobApplicationId`, `NoteType`);";
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cmd.ExecuteNonQuery();
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}
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// Ad-hoc columns for the tables Migrate() creates (Companies/JobApplications/
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// Correspondences/Attachments) -- re-run once more after Migrate() below via
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// ReconcileCoreAppColumnsMySql, in case this is a brand-new database.
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@@ -1116,6 +1147,24 @@ public static class StartupInitializationExtensions
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cmd.ExecuteNonQuery();
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}
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// Generic AI workspace note persistence (candidate fit, focus plan).
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if (!HasMySqlTable(conn, "AiWorkspaceNotes"))
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{
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using var cmd = conn.CreateCommand();
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cmd.CommandText = @"CREATE TABLE IF NOT EXISTS `AiWorkspaceNotes` (
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`Id` int NOT NULL AUTO_INCREMENT,
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`OwnerUserId` varchar(255) NOT NULL,
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`JobApplicationId` int NOT NULL,
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`NoteType` varchar(50) NOT NULL,
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`AttachmentContextSignature` longtext NOT NULL,
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`ResultJson` longtext NOT NULL,
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`GeneratedAtUtc` datetime(6) NOT NULL,
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PRIMARY KEY (`Id`),
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CONSTRAINT `FK_AiWorkspaceNotes_JobApplications_JobApplicationId` FOREIGN KEY (`JobApplicationId`) REFERENCES `JobApplications` (`Id`) ON DELETE CASCADE
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);";
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cmd.ExecuteNonQuery();
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}
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if (!MySqlIndexExists(conn, "Companies", "IX_Companies_OwnerUserId"))
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{
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using var cmd = conn.CreateCommand();
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@@ -0,0 +1,19 @@
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namespace JobTrackerApi.Models;
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// Generic persistence for per-job AI workspace outputs whose shape is irregular/nested enough
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// that per-field columns (as used by InterviewPrepNote) would be unreasonable -- candidate fit
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// and focus plan each make several AI calls and return DTOs with 6-13 fields including nested
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// objects. One row per (owner, job, note type); ResultJson is the serialized DTO. See
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// career-workspace-implementation-roadmap.md Phase F5 -- "persist interview prep / fit outputs".
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public sealed class AiWorkspaceNote
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{
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public int Id { get; set; }
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public string OwnerUserId { get; set; } = string.Empty;
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public int JobApplicationId { get; set; }
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public JobApplication? JobApplication { get; set; }
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// "candidate-fit" | "focus-plan"
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public string NoteType { get; set; } = string.Empty;
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public string AttachmentContextSignature { get; set; } = string.Empty;
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public string ResultJson { get; set; } = string.Empty;
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public DateTimeOffset GeneratedAtUtc { get; set; } = DateTimeOffset.UtcNow;
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}
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@@ -289,6 +289,18 @@ export default function JobDetailsDialog({ open, jobId, onClose, initialTab = 0,
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}).catch(() => setCandidateFit(null)).finally(() => setLoadingCandidateFit(false));
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}, [open, jobId, tab, candidateFit, selectedAttachmentCsv, candidateFitCache]);
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// Persisted server-side like interview prep (career-workspace-implementation-roadmap.md Phase
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// F5); Regenerate is the explicit escape hatch when the job has changed since it was written.
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const regenerateCandidateFit = useCallback(() => {
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if (!jobId) return;
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setLoadingCandidateFit(true);
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api.get<CandidateFit>(`/jobapplications/${jobId}/candidate-fit`, { params: { attachmentIds: selectedAttachmentCsv || undefined, refresh: true } }).then((r) => {
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candidateFitCache.setCached(`${jobId}:candidate-fit:${selectedAttachmentCsv || "none"}`, r.data);
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setCandidateFit(r.data);
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toast("Candidate fit regenerated.", "success");
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}).catch((error: any) => toast(getApiErrorMessage(error, "Failed to regenerate candidate fit."), "error")).finally(() => setLoadingCandidateFit(false));
|
||||
}, [jobId, selectedAttachmentCsv, candidateFitCache, toast]);
|
||||
|
||||
// Match score is deterministic and cheap: load it on the Candidate Fit tab
|
||||
// independently of the slow AI narrative so users see the number instantly.
|
||||
useEffect(() => {
|
||||
@@ -348,6 +360,16 @@ export default function JobDetailsDialog({ open, jobId, onClose, initialTab = 0,
|
||||
}).catch(() => setFocusPlan(null)).finally(() => setLoadingFocusPlan(false));
|
||||
}, [open, jobId, tab, focusPlan, selectedAttachmentCsv, focusPlanCache]);
|
||||
|
||||
const regenerateFocusPlan = useCallback(() => {
|
||||
if (!jobId) return;
|
||||
setLoadingFocusPlan(true);
|
||||
api.get<FocusPlanResponse>(`/jobapplications/${jobId}/focus-plan`, { params: { attachmentIds: selectedAttachmentCsv || undefined, refresh: true } }).then((r) => {
|
||||
focusPlanCache.setCached(`${jobId}:focus-plan:${selectedAttachmentCsv || "none"}`, r.data);
|
||||
setFocusPlan(r.data);
|
||||
toast("Focus plan regenerated.", "success");
|
||||
}).catch((error: any) => toast(getApiErrorMessage(error, "Failed to regenerate focus plan."), "error")).finally(() => setLoadingFocusPlan(false));
|
||||
}, [jobId, selectedAttachmentCsv, focusPlanCache, toast]);
|
||||
|
||||
useEffect(() => {
|
||||
if (!open || !jobId || tab !== 7 || interviewPrep) return;
|
||||
const cacheKey = `${jobId}:interview-prep:${selectedAttachmentCsv || "none"}`;
|
||||
@@ -1143,6 +1165,11 @@ export default function JobDetailsDialog({ open, jobId, onClose, initialTab = 0,
|
||||
{tab === 5 && (
|
||||
<Box>
|
||||
<MatchScoreCard score={matchScore} loading={loadingMatchScore} />
|
||||
<Box sx={{ display: "flex", justifyContent: "flex-end", my: 1.5 }}>
|
||||
<Button size="small" variant="outlined" disabled={loadingCandidateFit} onClick={regenerateCandidateFit}>
|
||||
{loadingCandidateFit ? "Regenerating..." : "Regenerate"}
|
||||
</Button>
|
||||
</Box>
|
||||
{loadingCandidateFit ? <Box sx={{ py: 4, display: "flex", justifyContent: "center" }}><CircularProgress size={28} /></Box> : candidateFit ? (
|
||||
<Box sx={{ display: "flex", flexDirection: "column", gap: 2.5 }}>
|
||||
<Typography variant="caption" sx={{ color: "text.secondary", display: "block", mt: -1 }}>{t("jobDetailsAiFitHint")}</Typography>
|
||||
@@ -1171,6 +1198,11 @@ export default function JobDetailsDialog({ open, jobId, onClose, initialTab = 0,
|
||||
|
||||
{tab === 6 && (
|
||||
<Box>
|
||||
<Box sx={{ display: "flex", justifyContent: "flex-end", mb: 1.5 }}>
|
||||
<Button size="small" variant="outlined" disabled={loadingFocusPlan} onClick={regenerateFocusPlan}>
|
||||
{loadingFocusPlan ? "Regenerating..." : "Regenerate"}
|
||||
</Button>
|
||||
</Box>
|
||||
{loadingFocusPlan ? <Box sx={{ py: 4, display: "flex", justifyContent: "center" }}><CircularProgress size={28} /></Box> : focusPlan ? (
|
||||
<Box sx={{ display: "flex", flexDirection: "column", gap: 2 }}>
|
||||
<DraftCard title={t("jobDetailsFocusSummary")} content={focusPlan.strategicSummary} />
|
||||
|
||||
Reference in New Issue
Block a user