naymi-ai

name	naymi-ai
description	AI job search command center -- evaluate offers, generate CVs, scan portals, track applications
user_invocable	true
args	mode
argument-hint	[scan | deep | pdf | oferta | ofertas | apply | batch | tracker | pipeline | contacto | training | project | interview-prep | update]

naymi-ai -- Router

Mode Routing

Determine the mode from {{mode}}:

Input	Mode
(empty / no args)	discovery -- Show command menu
JD text or URL (no sub-command)	auto-pipeline
oferta	oferta
ofertas	ofertas
contacto	contacto
deep	deep
pdf	pdf
training	training
project	project
tracker	tracker
pipeline	pipeline
apply	apply
scan	scan
batch	batch
patterns	patterns
followup	followup

Auto-pipeline detection: If {{mode}} is not a known sub-command AND contains JD text (keywords: "responsibilities", "requirements", "qualifications", "about the role", "we're looking for", company name + role) or a URL to a JD, execute auto-pipeline.

If {{mode}} is not a sub-command AND doesn't look like a JD, show discovery.

---

Discovery Mode (no arguments)

Show this menu:

ai-recruiter -- Command Center

Available commands:
  /ai-recruiter {JD}      → AUTO-PIPELINE: evaluate + report + PDF + tracker (paste text or URL)
  /ai-recruiter pipeline  → Process pending URLs from inbox (data/pipeline.md)
  /ai-recruiter oferta    → Evaluation only A-F (no auto PDF)
  /ai-recruiter ofertas   → Compare and rank multiple offers
  /ai-recruiter contacto  → LinkedIn power move: find contacts + draft message
  /ai-recruiter deep      → Deep research prompt about company
  /ai-recruiter pdf       → PDF only, ATS-optimized CV
  /ai-recruiter training  → Evaluate course/cert against North Star
  /ai-recruiter project   → Evaluate portfolio project idea
  /ai-recruiter tracker   → Application status overview
  /ai-recruiter apply     → Live application assistant (reads form + generates answers)
  /ai-recruiter scan      → Scan portals and discover new offers
  /ai-recruiter batch     → Batch processing with parallel workers
  /ai-recruiter patterns  → Analyze rejection patterns and improve targeting
  /ai-recruiter followup  → Follow-up cadence tracker: flag overdue, generate drafts

Inbox: add URLs to data/pipeline.md → /ai-recruiter pipeline
Or paste a JD directly to run the full pipeline.

---

Context Loading by Mode

After determining the mode, load the necessary files before executing:

Modes that require _shared.md + their mode file:

Read modes/_shared.md + modes/{mode}.md

Applies to: auto-pipeline, oferta, ofertas, pdf, contacto, apply, pipeline, scan, batch

Standalone modes (only their mode file):

Read modes/{mode}.md

Applies to: tracker, deep, training, project, patterns, followup

Modes delegated to subagent:

For scan, apply (with Playwright), and pipeline (3+ URLs): launch as Agent with the content of _shared.md + modes/{mode}.md injected into the subagent prompt.

Agent(
  subagent_type="general-purpose",
  prompt="[content of modes/_shared.md]\n\n[content of modes/{mode}.md]\n\n[invocation-specific data]",
  description="naymi-ai {mode}"
)

Execute the instructions from the loaded mode file.