Taleef7/jobops-copilot

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AI-agent operations platform for the job search — multi-provider LLMs, RAG over pgvector, multi-step LangChain agents, and time-series insights, with a human in the loop. Next.js + Express + Python/FastAPI on Azure.

Stars: 1
Forks: 0
Open beginner issues: 0
Indexed issues: 41
Avg merge: 2h 5m
Merged PRs (30d): 11

Dominant language: TypeScript
License: No license data
Last GitHub push: Aug 30, 2026
Latest indexed: Sep 20, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

Open All

41 open issues indexed

[optional] Semantic index on the LangGraph Store for cross-agent memory recall Open

agents enhancement jobright-parity parity-7-polish rag

Difficulty 5/5 Over a week Newbie friendliness 35/100

Taleef7/jobops-copilot#297 · Opened Aug 13, 2026
[optional] Extension match-score overlay while browsing supported job boards Open

enhancement jobright-parity parity-7-polish

Difficulty 4/5 3-5 days Newbie friendliness 45/100

Taleef7/jobops-copilot#296 · Opened Aug 13, 2026
[optional] Salary-negotiation coaching flow grounded in job + owner-provided offer details Open

agents enhancement jobright-parity parity-7-polish

Difficulty 5/5 Over a week Newbie friendliness 35/100

Taleef7/jobops-copilot#295 · Opened Aug 13, 2026
[optional] Interactive mock-interview mode with STAR feedback and persisted session summary Open

agents enhancement jobright-parity parity-7-polish

Difficulty 5/5 Over a week Newbie friendliness 35/100

Taleef7/jobops-copilot#294 · Opened Aug 13, 2026
feat(web): People tab on job detail — contacts, evidence links, status chips, one-click draft outreach Open

enhancement jobright-parity parity-6-scout

Difficulty 3/5 1-2 days Newbie friendliness 76/100

Taleef7/jobops-copilot#293 · Opened Aug 13, 2026
feat(api): POST /api/jobs/:id/scout and POST /api/contacts/:id/draft-outreach Open

agents enhancement jobright-parity parity-6-scout security

Difficulty 4/5 3-5 days Newbie friendliness 68/100

Taleef7/jobops-copilot#292 · Opened Aug 13, 2026
feat(agent): connection-scout LangGraph graph with fail-closed evidence verification + precision eval Open

agents enhancement evals jobright-parity parity-6-scout security

Difficulty 5/5 Over a week Newbie friendliness 42/100

Taleef7/jobops-copilot#291 · Opened Aug 13, 2026
feat(api): job_contacts table, contact store, and contacts read/status routes Open

enhancement jobright-parity parity-6-scout

Difficulty 4/5 3-5 days Newbie friendliness 68/100

Taleef7/jobops-copilot#290 · Opened Aug 13, 2026
ATS autofill content scripts (Greenhouse, Lever, Ashby, Workday) + submission capture, tested on static fixtures Open

enhancement jobright-parity parity-5-apply privacy

Difficulty 5/5 Over a week Newbie friendliness 35/100

Taleef7/jobops-copilot#289 · 1 comment · Opened Aug 13, 2026
extensions/chrome scaffold: MV3 + TypeScript + esbuild, options page (API URL + PAT), README Open

documentation enhancement jobright-parity parity-5-apply

Difficulty 4/5 3-5 days Newbie friendliness 55/100

Taleef7/jobops-copilot#288 · Opened Aug 13, 2026
Extension data API: /api/ext match, profile-fill, answers, applications capture Open

enhancement jobright-parity parity-5-apply privacy security

Difficulty 4/5 3-5 days Newbie friendliness 55/100

Taleef7/jobops-copilot#287 · Opened Aug 13, 2026
Extension PAT auth: token issue/revoke API + Settings UI + /api/ext/* middleware with rate limiting Open

enhancement jobright-parity parity-5-apply security

Difficulty 4/5 3-5 days Newbie friendliness 48/100

Taleef7/jobops-copilot#286 · Opened Aug 13, 2026
Job-detail application-pack view + flagged-question answer loop (web UI) Open

enhancement jobright-parity parity-5-apply

Difficulty 3/5 1-2 days Newbie friendliness 72/100

Taleef7/jobops-copilot#285 · Opened Aug 13, 2026
Apply-copilot agent: application-pack builder + POST/GET /api/jobs/:id/application-pack Open

agents enhancement jobright-parity parity-5-apply

Difficulty 4/5 3-5 days Newbie friendliness 45/100

Taleef7/jobops-copilot#284 · Opened Aug 13, 2026
Apply-copilot data model: application_answers + ext_tokens tables, application_pack output kind, answers API Open

agents enhancement jobright-parity parity-5-apply

Difficulty 4/5 3-5 days Newbie friendliness 58/100

Taleef7/jobops-copilot#283 · Opened Aug 13, 2026
feat(outreach): cover letters — draft via the moderated outreach chain, render to PDF with the shared pipeline Open

agents enhancement jobright-parity parity-4-resume

Difficulty 4/5 3-5 days Newbie friendliness 48/100

Taleef7/jobops-copilot#282 · Opened Aug 13, 2026
feat(web): tailored-resume review UI on job detail — old→new change summary with why, approve / reject-with-feedback, gated download Open

enhancement jobright-parity parity-4-resume

Difficulty 4/5 3-5 days Newbie friendliness 68/100

Taleef7/jobops-copilot#281 · Opened Aug 13, 2026
feat(api): resume-studio routes — start tailor run, approve→render→persist, reject-with-feedback, versions, gated download Open

agents enhancement jobright-parity parity-4-resume security

Difficulty 4/5 3-5 days Newbie friendliness 45/100

Taleef7/jobops-copilot#280 · Opened Aug 13, 2026
feat(api): deterministic ATS-safe resume PDF renderer + blob storage + short-lived SAS URLs Open

enhancement jobright-parity parity-4-resume security

Difficulty 4/5 3-5 days Newbie friendliness 55/100

Taleef7/jobops-copilot#279 · Opened Aug 13, 2026
feat(agent): resume-tailor LangGraph graph — plan/rewrite/groundedness gate/ATS pass/interrupt + zero-invented-facts evals Open

agents enhancement evals jobright-parity parity-4-resume

Difficulty 5/5 Over a week Newbie friendliness 32/100

Taleef7/jobops-copilot#278 · 1 comment · Opened Aug 13, 2026
feat(web): base-resume editor under Settings (import, review, edit, save) Open

enhancement jobright-parity parity-4-resume

Difficulty 4/5 3-5 days Newbie friendliness 65/100

Taleef7/jobops-copilot#277 · Opened Aug 13, 2026
feat(api): parse the stored resume into the structured model + base-resume CRUD routes Open

agents enhancement jobright-parity parity-4-resume privacy

Difficulty 4/5 3-5 days Newbie friendliness 64/100

Taleef7/jobops-copilot#276 · Opened Aug 13, 2026
feat(db): structured base-resume data model — migration, shared schema (TS + Python), version store Open

enhancement jobright-parity parity-4-resume

Difficulty 4/5 3-5 days Newbie friendliness 38/100

Taleef7/jobops-copilot#275 · Opened Aug 13, 2026
feat(web): notifications inbox, header bell, and notification settings UI Open

enhancement jobright-parity parity-3-alerts

Difficulty 4/5 3-5 days Newbie friendliness 38/100

Taleef7/jobops-copilot#274 · Opened Aug 13, 2026
feat(api): emit notification events — job matches, follow-up nudges, approvals Open

agents enhancement jobright-parity parity-3-alerts

Difficulty 4/5 3-5 days Newbie friendliness 58/100

Taleef7/jobops-copilot#273 · Opened Aug 13, 2026
feat(web,api): PWA installability + VAPID web-push channel Open

enhancement jobright-parity parity-3-alerts privacy

Difficulty 5/5 Over a week Newbie friendliness 38/100

Taleef7/jobops-copilot#272 · Opened Aug 13, 2026
feat(api): email channel adapter, daily digest, and digest cron endpoint Open

enhancement jobright-parity parity-3-alerts security

Difficulty 4/5 3-5 days Newbie friendliness 52/100

Taleef7/jobops-copilot#271 · Opened Aug 13, 2026
feat(api): Telegram notification channel adapter Open

enhancement jobright-parity parity-3-alerts

Difficulty 3/5 1-2 days Newbie friendliness 74/100

Taleef7/jobops-copilot#270 · Opened Aug 13, 2026
feat(api): notifications table, dispatcher core, and inbox/settings API Open

enhancement jobright-parity parity-3-alerts

Difficulty 5/5 Over a week Newbie friendliness 42/100

Taleef7/jobops-copilot#269 · Opened Aug 13, 2026
feat(web): Today's best ranked feed — salary/seniority/sponsorship filters, sub-signal score chips, freshness badges Open

enhancement jobright-parity parity-2-feed

Difficulty 4/5 3-5 days Newbie friendliness 52/100

Taleef7/jobops-copilot#268 · Opened Aug 13, 2026
feat(api): outcome-feedback view + ranked feed endpoint (GET /api/feed) Open

enhancement jobright-parity parity-2-feed

Difficulty 4/5 3-5 days Newbie friendliness 62/100

Taleef7/jobops-copilot#267 · 1 comment · Opened Aug 13, 2026
feat(agent,api,infra): nightly batch scoring — BatchScorer (Anthropic + OpenAI batch APIs), content_hash skip, cron submit/poll Open

agents enhancement ingestion jobright-parity parity-2-feed

Difficulty 5/5 Over a week Newbie friendliness 38/100

Taleef7/jobops-copilot#266 · Opened Aug 13, 2026
feat(agent,api): feed-curator graph — immediate cheap-tier scoring with sub-signals, persisted into job_analysis Open

agents enhancement evals jobright-parity parity-2-feed

Difficulty 5/5 Over a week Newbie friendliness 42/100

Taleef7/jobops-copilot#265 · Opened Aug 13, 2026
feat(api,infra): discovery every 20-30 min + daily liveness sweep — internal endpoints + ACA cron jobs (Bicep) Open

enhancement ingestion jobright-parity observability parity-2-feed

Difficulty 5/5 Over a week Newbie friendliness 42/100

Taleef7/jobops-copilot#264 · Opened Aug 13, 2026
Epic 7: Polish (optional) — mock interviews, negotiation coaching, extension overlay, semantic memory Open

epic jobright-parity parity-7-polish

Difficulty 5/5 Over a week Newbie friendliness 35/100

Taleef7/jobops-copilot#250 · Opened Aug 13, 2026
Epic 6 — Connection scout: verified public-web contacts per job (People tab) Open

epic jobright-parity parity-6-scout

Difficulty 5/5 Over a week Newbie friendliness 25/100

Taleef7/jobops-copilot#249 · Opened Aug 13, 2026
Epic 5 — Apply copilot & Chrome extension Open

epic jobright-parity parity-5-apply

Difficulty 5/5 Over a week Newbie friendliness 20/100

Taleef7/jobops-copilot#248 · Opened Aug 13, 2026
Epic 4 — Resume studio: structured base resume, grounded tailoring, ATS-safe PDFs, cover letters Open

epic jobright-parity parity-4-resume

Difficulty 5/5 Over a week Newbie friendliness 20/100

Taleef7/jobops-copilot#247 · Opened Aug 13, 2026
Epic 3 — Alerts & notifications (Jobright parity) Open

epic jobright-parity parity-3-alerts

Difficulty 5/5 Over a week Newbie friendliness 25/100

Taleef7/jobops-copilot#246 · Opened Aug 13, 2026
Epic 2 — Feed engine: multi-source discovery, enrichment, scored + ranked feed Open

epic jobright-parity parity-2-feed

Difficulty 5/5 Over a week Newbie friendliness 20/100

Taleef7/jobops-copilot#245 · Opened Aug 13, 2026
Epic: Jobright parity — personal AI job-search copilot (program) Open

epic jobright-parity

Difficulty 5/5 Over a week Newbie friendliness 25/100

Taleef7/jobops-copilot#243 · Opened Aug 13, 2026

Taleef7/jobops-copilot

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