Category: Research · Version:
1.0.0 · Author: ajaycodesitbetter · Compatibility: All targets (claude, codex, opencode, gemini, anti-gravity, openclaw, hermes)
Install
- npx CLI (Recommended)
- skills.sh
- Claude Code Native
- Claude Desktop
- Manus AI
What It Does
- Parses 1–15 pasted job descriptions and groups them by company
- Extracts team, seniority, responsibility emphasis, requirement language, and tool/stack hints from each post
- Infers primary and secondary operational pains with cited evidence from the job text
- Scores each account on 3 dimensions: signal strength (1–10), urgency (1–10), ICP fit (1–10)
- Computes an overall priority score (10–100) using a transparent weighted formula
- Determines buy-vs-build posture and company stage from hiring language
- Generates 1–3 actionable outreach angles per account with talk-track bullets
- Produces a structured handoff object ready for
outreach-sequence-builderconsumption
Requirements
Setup
GEMINI_API_KEY (required).
No other dependencies. The skill runs entirely through agent instructions and Gemini API calls.
How to Use
Analyze a single job post:Input Format
Each job post should include at minimum:- Company name and job title (required)
- Job description text — the full pasted content (required)
- Location, seniority, team/function, URL (optional — inferred if missing)
Output
For each company analyzed, the skill produces:- Summary — headline, overall score, score breakdown with explanations, stage guess, buy-vs-build posture
- Buyer Pain Map — primary and secondary pains, each with label, description, and cited evidence
- Outreach Angles — 1–3 angles with narrative and talk-track bullets
- Handoff — structured block for outreach-sequence-builder (account summary, key pain, personas, tone)
docs/pain-maps/ as dated markdown files.
Scoring Model
Overall Score =
round((0.4 × signal + 0.3 × urgency + 0.3 × icp_fit) × 10) → 10–100 scale.
See references/scoring-rubric.md for full scoring rules and modifiers.
Plays Well With
When NOT to Use
- Need to find companies hiring → use
linkedin-hiring-intent-scanneroryc-intent-radar-skill - Need to write outreach messages → use
outreach-sequence-builder - Need to monitor platforms for signals → use
reddit-icp-monitorortwitter-GTM-find-skill - Need contact data or email enrichment → this skill does not provide that

