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3 commits

Author SHA1 Message Date
4e11cf3cfa fix: sanitize invalid JSON escape sequences from LLM output in resume optimizer
LLMs occasionally emit backslash sequences that are valid regex but not valid
JSON (e.g. \s, \d, \p). This caused extract_jd_signals() to fall through to
the exception handler, leaving llm_signals empty. With no LLM signals, the
optimizer fell back to TF-IDF only — which is more conservative and can
legitimately return zero gaps, making the UI appear to say the resume is fine.

Fix: strip bare backslashes not followed by a recognised JSON escape character
("  \  /  b  f  n  r  t  u) before parsing. Preserves \n, \", etc.

Reproduces: cover letter generation concurrent with gap analysis raises the
probability of a slightly malformed LLM response due to model load.
2026-04-16 11:11:50 -07:00
8e36863a49 feat: Interview prep Q&A, cf-orch hardware profile, a11y fixes, dark theme
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Backend
- dev-api.py: Q&A suggest endpoint, Log Contact, cf-orch node detection in wizard
  hardware step, canonical search_profiles format (profiles:[...]), connections
  settings endpoints, Resume Library endpoints
- db_migrate.py: migrations 002/003/004 — ATS columns, resume review, final
  resume struct
- discover.py: _normalize_profiles() for legacy wizard YAML format compat
- resume_optimizer.py: section-by-section resume parsing + scoring
- task_runner.py: Q&A and contact-log task types
- company_research.py: accessibility brief column wiring
- generate_cover_letter.py: restore _candidate module-level binding

Frontend
- InterviewPrepView.vue: Q&A chat tab, Log Contact form, MarkdownView rendering
- InterviewCard.vue: new reusable card component for interviews kanban
- InterviewsView.vue: rejected analytics section with stage breakdown chips
- ResumeProfileView.vue: sync with new resume store shape
- SearchPrefsView.vue: cf-orch toggle, profile format migration
- SystemSettingsView.vue: connections settings wiring
- ConnectionsSettingsView.vue: new view for integration connections
- MarkdownView.vue: new component for safe markdown rendering
- ApplyWorkspace.vue: a11y — h1→h2 demotion, aria-expanded on Q&A toggle,
  confirmation dialog on Reject action (#98 #99 #100)
- peregrine.css: explicit [data-theme="dark"] token block for light-OS users (#101),
  :focus-visible outline (#97)
- wizard.css: cf-orch hardware step styles
- WizardHardwareStep.vue: cf-orch node display, profile selection with orch option
- WizardLayout.vue: hardware step wiring

Infra
- compose.yml / compose.cloud.yml: cf-orch agent sidecar, llm.cloud.yaml mount
- Dockerfile.cfcore: cf-core editable install in image build
- HANDOFF-xanderland.md: Podman/systemd setup guide for beta tester
- podman-standalone.sh: standalone Podman run script

Tests
- test_dev_api_settings.py: remove stale worktree path bootstrap (credential_store
  now in main repo); fix job_boards fixture to use non-empty list
- test_wizard_api.py: update profiles assertion to superset check (cf-orch added);
  update step6 assertion to canonical profiles[].titles format
2026-04-14 17:01:18 -07:00
02e004ee5c feat(apply): ATS resume optimizer backend — gap report + LLM rewrite
- scripts/resume_optimizer.py: full pipeline (extract_jd_signals →
  prioritize_gaps → rewrite_for_ats → hallucination_check)
- scripts/db.py: add optimized_resume + ats_gap_report columns +
  save_optimized_resume / get_optimized_resume helpers
- tests/test_resume_optimizer.py: 17 unit tests; patches at source
  module (scripts.llm_router.LLMRouter), not consumer

Tier gate: gap report is free; full LLM rewrite is paid+.
2026-04-01 07:09:46 -07:00