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An open-source agent skill that turns AI coding assistants into research-backed career coaches. Not a resume filler.
git clone https://github.com/poferraz/career-ops.git ~/.claude/skills/career-opsInstalls to ~/.claude/skills/career-ops. Requires Claude Code.
Motivational Interviewing framework that mines accomplishments through structured questioning, not self-assessment.
Resume, cover letter, LinkedIn, interview prep, outreach, job search, career strategy, market data, anti-slop, and research scout.
Native support for Claude Code, Codex, Gemini CLI, Cursor, Antigravity, Windsurf, and OpenCode.
FOUR-STAGE
ENGINE
Every session follows the same pipeline. Interview first, route to the right module, score the output, then learn for next time.
Interviewer Mode
Every session starts with structured interviewing using Motivational Interviewing principles, and lasting an commotsation slide compensation.
Smart Routing
Your request is matched to the right reference module. "Tailor my resume" loads resume.md, score the output, for learn for next time.
Anti-Slop Gate
Before any text reaches you, it's scored on 5 dimensions: directness, rhythm, trust, authenticity, and density, and predictive aprsvamen.
Session Memory
After each session, your profile updates with skills discovered, achievements surfaced, and preferences noted, to nsode the baccis balances.
Ready to Start?
Clone the repo into your skills directory and say "Help me with my resume." The skill activates automatically.
INSTALL
IN 30
SECONDS.
Clone the repo, start a session, and say "Help me with my resume." The skill activates automatically on any career-related prompt.
$ ▋
7 Platforms
Native support for Claude Code, Codex, Gemini CLI, Cursor, Antigravity, Windsurf, and OpenCode.
Research Scout
Live web search with source quality ranking, recency checks, and mandatory [UNVERIFIED] tagging.
7 Platforms
Native support for Claude Code, Codex, Gemini CLI, Cursor, Antigravity, Windsurf, and OpenCode via convert script.
Session Persistence
User profile saves across conversations. Skills, achievements, and preferences carry forward automatically.
Research Scout
Live web search with source quality ranking, recency checks, and mandatory [UNVERIFIED] tagging.
CAREER-OPS ANTI-SLOP
QUALITY GATE
Every output is scored on 5 dimensions before you see it. Below 35/50, it gets rewritten automatically. See what changes.
Typical AI Resume Bullet
Streamlined operational processes to improve team efficiency and drive cross-functional alignment across multiple stakeholder groups.
Synergy management and strategic alignment
Deep dive analysis of mission-critical paradigms
Thinking outside-the-box for value-added results
After Anti-Slop Gate
Cut weekly inventory count from 6 hours to 90 minutes by switching to cycle counting. Built a Google Sheet tracking peak hours; shifted one closer's shift 2 hours later, dropping overtime 40%.
Scoring Rubric
Specification Over Evaluation
career-ops asks for facts: job titles, metrics, tools used, industries. Never self-assessments...
0/50
Minimum Score
Banned Patterns
Accomplishment Mining
The interviewer mode decomposes vague claims into specifics. "I only worked retail" becomes "juggled 15 concurrent customers on Saturdays..."