Job Hunt & Outreach OS

Handbook-driven daily accountability, high-intent CRM, and diagnostic heuristics

6d Streak
3 Due

Funnel Diagnostic Lab

Handbook 7.3 telemetry heuristics detecting conversion friction and pipeline decay.

Automated Funnel DiagnosisDIAG_HEALTHY
Trailing 7-Day Window

Healthy Funnel & High Intent Execution

Your outreach pitch is working exceptionally well. Protect your momentum and focus on converting the upcoming recruiter screen into a final round.

7D Applications
180total
148 Easy + 32 Direct
7D Outreach Sent
38leads
Target: ≥30–50/wk
Total Replies
9responses
2 converted to screens
Outreach Velocity
23.7%reply rate
Handbook target: ≥10–25%

Prescribed Remediation Checklist

Handbook tactical actions required to unblock this week's bottlenecks.

0 of 5 Completed (0%)

Funnel Telemetry & Bottleneck Radar

Real-time heuristic tracking across the three fatal conversion barriers: Resume Blindness, Ghosting Cliff, and Pitch Decay.

Open Tactical Playbook
Screening & ATS Layer

Resume Blindness

Optimal Flow

Recruiters open your profile or reply to outreach, but zero phone screens are booked. ATS keyword filters or weak top-third formatting fail the 3-second scan test.

Screen Conversion22% (2/9)
Floor: <10% (Alert)Target: 25–35%
Active Replies9 received
Screens Booked2 booked
Actionable Prescription Tags
#3-Second-Scan-Audit#Top-Third-Visual-Anchor#ATS-Keyword-Inject#README-Demo-GIF

Remedy: Strip multi-column tables, lead with SQL/Python project metrics, and embed 1 deployed demo link in your GitHub README.

Follow-up Cadence Layer

Ghosting Cliff

High Cliff Risk

Initial outreach goes cold without response because follow-up cadences are missed. Over 68% of recruiter responses happen on Day 3-4 and Day 10 bumps.

Cadence Health Score55/100
Backlog: 1 OverdueTarget: 0 Overdue
Pending Follow-ups3 actionable
Bump Multiplier+35% reply lift
Actionable Prescription Tags
#Day-3-Polite-Bump#Day-10-Value-Asset#Monday-9:30-Reopen#10s-Standup-Discipline

Remedy: Execute Day 3-4 and Day 10 structured follow-ups before noon every day.

Outbound Hook Layer

Pitch Decay

Elite Velocity

Outbound pitch collapse due to word bloat (>75 words), generic corporate phrasing, or pitching stale job openings older than 24 hours without metric relevance.

Outreach Reply Velocity23.7%
Warning: <10%Benchmark: 15–25%
7D Sent Volume38 outreach
Word Target< 75 words
Actionable Prescription Tags
#Sub-75-Word-Skeleton#1-Metric-Problem-Hook#24h-Posting-SLA#Founder-Asymmetric-Bet

Remedy: Cut openers to 4 sentences, lead with an observation about their data problem, and paste 1 project URL.

Use Scripts

Handbook 7.3 Heuristic Decision Matrix

How Topfolio mentors and algorithms diagnose every candidate's trajectory into actionable adjustments:

Active Audit Code:DIAG_HEALTHY

1. The Message Problem

DIAG_MSG_FAIL
Telemetry Trigger:30+ Outreach sent with <10% reply rate
Root Cause:Weak opening hook, wall of text (>75 words), or missing proof-of-work link.
Handbook Prescription:

Condense pitch to <75 words, lead with one specific metric observation, and link 1 live project.

2. The Asset Problem

DIAG_ASSET_FAIL
Telemetry Trigger:4+ Replies, but 0 recruiter phone screens booked
Root Cause:Recruiter opened profile/resume, but ATS formatting or GitHub repo lacked tangible proof.
Handbook Prescription:

Run 3-second resume scan test, ensure GitHub projects have live README GIFs and working demo links.

3. The Interview Problem

DIAG_INT_FAIL
Telemetry Trigger:3+ Recruiter screens, but 0 technical rounds or offers
Root Cause:Struggling with behavioral STAR structure, vague metric explanations, or live SQL whiteboard nerves.
Handbook Prescription:

Prepare 5-story behavioral matrix covering conflict/deadlines, and drill 45-minute timed SQL mock tests.

4. The Low Volume Problem

DIAG_VOL_LOW
Telemetry Trigger:<150 Easy Applies, <30 Direct Applies, or <30 Outreach/wk
Root Cause:Pipeline starvation. Relying solely on a few dream applications without systematic passive volume.
Handbook Prescription:

Re-enable Engine Layer 1: 40 mobile Easy Applies per day during commutes, plus 5-10 morning Direct Applies.

5. Healthy Pipeline

CurrentDIAG_HEALTHY
Telemetry Trigger:Pacing >150 apps/wk + >10% outreach reply velocity
Root Cause:Consistent execution across all 3 layers with zero pipeline slippage.
Handbook Prescription:

Defend streak rhythm, maintain Day 3-4 and Day 10 follow-up discipline, and practice case studies.