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This app runs on rule-based fallbacks right now — turn on AI (free, no card needed) to unlock its full capacity, plus Gmail/Calendar sync, market data, and email.Set it up

App Guide & Interactive Playbooks

Explore features, search best practices, and follow step-by-step career workflows.

Filter track:

4 Core Principles

Nothing is fabricated: Scores, trends, and charts are calculated strictly from your actual data.

AI is optional & BYOK: Works out-of-the-box with deterministic heuristics; bring your own Gemini, OpenAI, Claude, Groq, or Ollama key anytime.

⌘K Quick Navigation: Jump directly to any application, contact, professor, or module instantly.

100% Data Sovereignty: Full JSON/CSV workspace downloads anytime. No vendor lock-in.

Visual Color Guide

PrimaryActionable or the main subject of the page.
AI PoweredGenerated by your active AI model (Gemini, OpenAI, Claude, Groq, or Ollama).
Strong (70+)Healthy metric, verified claim, or positive outcome.
Needs Work (40-69)Worth attention: missing keyword, nearing deadline, or average score.
At Risk (<40)Action required: low match, missing requirement, or overdue deadline.

Where intelligence lives

The app keeps discovery next to the workflow that uses it, instead of creating a separate market dashboard.

Jobs

Search and capture postings here. Automated Sources currently supports public Greenhouse, Lever, Ashby, and Slack inputs; new matches go through the same extraction and scoring flow.

Companies

Use Discover startups to search YC's public hiring list, then add a company to the Founder Outreach pipeline before a formal posting exists.

Analytics & Strategy

These pages summarize your own tracked activity and outcomes. They do not claim to be a complete labor-market feed.

Future source providers

LinkedIn, Indeed, Glassdoor, Google Jobs, StepStone, Upwork, and similar providers are intentionally not connected yet. No page should imply coverage we do not have.

Internal evidence

Evidence remains an internal grounding layer for resumes, applications, and interview coaching. Its standalone Ledger and Portfolio output are paused while the workflow matures.

Institutional Hub

This is for partner institutions or bootcamps managing anonymous cohorts, not an individual job seeker. The current screen is a product preview until tenant setup and privacy controls are complete.

Interactive Workflows & Playbooks

End-to-end walkthroughs with actionable steps and direct launch buttons.

8 Playbooks

Core & AI Setup

Setting Up Multi-Provider AI (BYOK)

Switch from rule-based fallbacks to live Gemini, Groq, OpenAI (GPT-4o), Claude (Anthropic), or local Ollama.

1
Choose your provider:Open Memory & Settings -> AI & BYOK. Pick free tiers (Gemini / Groq), premium developer keys (OpenAI / Claude), or private local models (Ollama).
2
Paste your developer API key:Note: Consumer web plans ($20/mo ChatGPT Plus) don't provide API keys. Enter a key from platform.openai.com, console.anthropic.com, or aistudio.google.com.
3
Run live connection test:Click 'Save & Test'. The app runs an instant tool-call round trip to verify validity before turning on live AI.

Open Memory & BYOK

Job Search

Optimizing Your Resume for ATS & Target Roles

Transform your resume into a quantified ATS score, detected skills, and targeted keyword suggestions.

1
Upload your resume:Upload your PDF or DOCX resume on the Resume page. Add an optional version label (e.g. 'Staff IC Track').
2
Set target roles:Enter your target titles (e.g. 'Staff Backend Engineer, Platform Lead') to calibrate keyword detection.
3
Review missing keywords:Review detected skills, keyword coverage, and suggested bullet point enhancements grounded in your real background.
4
Score against specific job:Use the 'ATS Score Checker' section to compare your resume against a specific analyzed job posting.

Try Resume Scanner

Job Search

Analyzing a Job Posting & Scoring Alignment

Paste any job listing to extract structured requirements, required skills, and instant match scoring.

1
Open Job Analyzer:Go to Jobs -> 'Analyze a posting'. Enter the title, company, and paste the full job description text.
2
Automatic extraction & scoring:Click 'Analyze & add'. Structured fields (seniority, tech stack, salary range) and resume match score are computed immediately.
3
Generate tailored materials:Click through to the job page to generate a tailored cover letter, custom resume bullet rewrites, or start mock interview prep.

Analyze Job Posting

Career Ops

Mastering Behavioral Interviews with STAR Coach

Score your spoken or written responses across Situation, Task, Action, and Result with anti-rambling feedback.

1
Select behavioral scenario:Choose a category like 'Outage Resolution', 'Cross-Team Conflict', or 'Technical Leadership'.
2
Draft your STAR answer:Enter your response focusing on first-person ownership ('I decided', 'I deployed') and quantified business outcomes.
3
Run evaluation:Get instant subscores for Action Specificity and Result Metrics, along with a polished, punchy rewrite.

Open STAR Coach

Career Ops

Comparing Competing Offers & Negotiating Salary

Model 4-year equity trajectories, state tax purchasing power, and generate data-grounded counter-offers.

1
Enter competing offers:Add offer terms (Base salary, RSU/Option grants, sign-on bonus, location) on the Compensation Matrix page.
2
Compare 4-year curves:Review Year 1 Total Comp, vesting cliff trajectories, and state tax adjustments side-by-side.
3
Generate negotiation script:Open the Salary Negotiation Drafter to generate polite, assertive email counter-offers citing market benchmarks.

Open Comp Matrix

Academic Search

Graduate SOP Review & Professor LoR Packets

Evaluate PhD/Master's SOPs and transform your research history into draft letters for busy faculty.

1
Critique Statement of Purpose:Paste your target program, PI faculty name, and draft research proposal to check methodology depth and academic tone.
2
Draft Recommendation Briefing:Open the Academic LoR Drafter to generate a 3rd-person reference draft and briefing email for your recommender.

Open SOP Critic

Career Ops

Grounded Live Interview Practice & Coaching

Run a real persisted turn-by-turn session for a chosen job + resume + evidence, get a deterministic coaching card after each turn, and promote the answers that worked.

1
Pick the job + resume + evidence you want grounded answers for:Open Interview Practice in the sidebar, then click Start Live Practice. Selecting a job pulls the JD; selecting a resume locks bullets across turns; selecting evidence items gives the coaching card a real, on-topic set of citations.
2
Choose a mode (Behavioral / Technical / System Design / Coding / General):Behaviors face STAR-shaped questions with evidence citations. Technical and System Design surface scale-estimator and rubric prompts. Coding is turn-by-turn with a deterministic scaffolding for small problems.
3
Answer, then read the coaching card:After each turn the studio renders a deterministic Strengths / Gaps / Next-turn focus card. The cited Evidence Ledger items come from real language overlap with your answer — no fabricated citations.
4
End the session and promote any turn that worked:On the interview detail page the review timeline exposes Promote to Evidence per turn. Promoted items start Unverified — you decide when (or if) to attach a real source behind them.

Open Live Interview Studio

Job Search

Proactive Morning Briefings, Custom Crawling & Twin Discovery

Shift from active manual job hunting to an automated morning executive briefing with auto-tailored 1-page resume PDF attachments.

1
Add Target Company /careers URLs & Job Sources:Navigate to Automated Sources (/automated-sources) and add your dream company careers URLs or Greenhouse/Lever/Ashby board tokens.
2
Receive Morning Briefings with Auto-Tailored Resumes:Every morning, the system matches newly scraped roles. For your #1 highest-matching opportunity, it auto-tailors your resume and attaches a 1-page PDF ready for submission.
3
1-Click Triage Straight from Email:Click 'Track to Kanban' directly in the email to move high-fit roles into your pipeline, or 'Dismiss' to remove irrelevant postings.
4
Enrich Search Preferences and Goals:Configure target roles, salary floors, and domain preferences in Memory (/memory) to automatically calibrate all search scoring and automated matching.

Configure Sources

Application Module Index

Browse every feature and jump straight into your workflow.

37 Pages

Job Postings & Discovery

Extract requirements, detect seniority, and score postings against your resume automatically.

Automated Sources & Custom Crawler

Connect Greenhouse, Lever, Ashby, Slack, or direct company /careers URLs to poll postings automatically.

Discover Early-Stage Startups

Filter pre-traction & venture-backed tech startups by tech stack, funding round, and growth velocity.

Resume ATS Scanner

Upload multiple versions, run ATS scoring, find missing keywords, and get tailored bullet suggestions.

Application Pipeline

Track your job-search Kanban pipeline with drag-and-drop stages, dates, and CSV import.

LinkedIn Optimizer

Paste your headline and About section once, then optimize rewrites per target job posting.

Cover Letters Hub

Review and manage all generated cover letters across job postings.

Company CRM & Ghost Rates

Company records, contacts, pre-traction startup outreach, and community ghosting benchmarks.

Contact Outreach & Follow-ups

Rank contacts by relationship strength and days since last outreach.

Browser Extension Hub

1-click ATS application autofill (Workday, Greenhouse, Lever) and job DOM overlays.

Academic Home

Next steps, verified deadlines, and search overview for academic positions.

Academic Discovery

Search PhD/Postdoc/Faculty positions with stage, fit, and funding filters.

Universities & Labs

Organize institutions, research labs, and prospective faculty supervisors.

Advisor Alignment

Analyze topic overlap between your interests and faculty publications.

Application Writing & Critique Studio

Unified workbench for Statement of Purpose (SOP) reviews, LoR briefing packets, professor cold outreach, and grant proposal critique.

Statement of Purpose (SOP) Critic

Evaluate graduate SOPs across methodology depth, research question clarity, and academic tone.

Academic LoR Drafter

Transform student achievements into professor briefing packets and 3rd-person draft letters.

Grant & Fellowship Reviewer

Score NSF GRFP, ERC, and fellowship proposals across Intellectual Merit and Broader Impacts.

Conference Rebuttal Drafter

Transform conference reviewer critiques into polite, mathematically sound rebuttal letters.

Interview Prep & Mock Practice

Predicted interview questions with out-loud mock practice and instant AI scoring.

Live Interview Studio

Run a grounded, persisted turn-by-turn practice session for a chosen job + resume + verified evidence. Five modes (Behavioral, Technical, System Design, Coding, General), per-turn coaching cards, and post-session promotion to the Evidence Ledger.

STAR Interview Coach

Score delivery across Situation, Task, Action, and Result with anti-rambling feedback.

AI Slop & Buzzword Detector

Strip overused corporate jargon and replace fluff with verifiable engineering metrics.

Multi-Offer Compensation Matrix

Compare base, 4-year equity vesting, and state tax adjustments across competing offers.

Salary Negotiation Drafter

Draft live phone scripts, recruiter pushback rebuttals, and counter-offer emails.

30-60-90 Day Executive Plan

Generate strategic onboarding execution plans for final-round hiring manager interviews.

Reference Briefing Kit

Prepare 1-page briefing cheat sheets and prep emails for former managers and references.

Technical, Case & Engineering Studio

Universal multi-disciplinary workbench covering all majors: Software System Design, Engineering Sizing (Agricultural, Civil, Biomedical, Industrial, Mechanical, Electrical, Chemical, Materials), Incident RCA, Consulting Cases, and Unit Economics.

Dashboard & Prioritized Actions

Your daily prioritized command center ranking urgent tasks across all modules.

Strategy & Recommendations

Actionable recommendations, funnel patterns, and skill suggestions computed from your search data.

Daily Brief

Narrated morning brief of today's schedule, deadlines, and action items.

Weekly Review

Retrospective analysis of search velocity with concrete weekly strategic adjustments.

Memory, BYOK & Integrations

Configure career goals, BYOK AI keys (OpenAI, Claude, Gemini, Groq, Ollama), and Google sync.

Institutional Hub

An organization-facing preview for cohort and placement analytics; personal users can ignore it for now.

Strategy & Pattern Insights

Discovers statistically significant patterns in your search (e.g. response velocity by company size).

Analytics & Funnels

Conversion funnels, stage transition velocity, and offer acceptance ratios.

Admin Panel

Users, usage analytics, AI health monitoring, and provider status (operator-only).