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Add career-ops-evaluator skill (companion to tailored-resume-generator)

@santifer✕ 1 failingchecks…add-career-ops-evaluator → master3 files · +372 −0updated 3w ago

▸Description

Adds career-ops-evaluator — a new skill in Productivity & Organization that complements the existing tailored-resume-generator.

Why this skill exists

The current tailored-resume-generator solves the apply-side of the funnel. This new skill solves the filter-side that has to come first: deciding whether an offer is worth tailoring a resume for. The two are designed to be used together:

Evaluate with career-ops-evaluator → if score ≥4.0/5, tailor with tailored-resume-generator → ignore the rest.

This pairs with Composio's existing positioning — provide reusable, composable skills, not redundant ones.

What it provides (standalone — no external install required)

10-dimension weighted scoring framework (role-level match, domain alignment, technical fit, compensation, geographic fit, company stage, manager signal, growth trajectory, cultural fit, exit optionality)
A-F letter grading mapped from weighted 0-5 score
6-block analysis output (role summary, CV match, level strategy, comp research, personalization, interview prep)
Configurable dimension weights for different career stages (founder-track, senior IC, etc.)
Multi-offer comparison mode for ranking 5+ JDs side by side
Re-evaluation mode for post-recruiter-screen updates

Real-world provenance

The methodology was extracted from santifer/career-ops — a production Claude Code skill collection that has been used to:

Evaluate 740+ job offers with structured A-F scoring
Generate 100+ tailored CVs (the apply-side, handled by the existing Composio skill)
Land a Head of Applied AI role (case study)

Career-ops has 46,511 stars / 9,725 forks / 151 active issues at time of submission, with an MIT-licensed Apache-2.0-compatible foundation.

Conformance to CONTRIBUTING.md

✅ Real use case — 740+ evaluations in production
✅ Standalone value — SKILL.md teaches the methodology without requiring any external clone or paid tool
✅ Non-promotional — career-ops is referenced as one production implementation among possible ones; the skill itself is the framework
✅ Well-documented — clear When/What/How sections, structured Markdown output spec, multiple usage modes
✅ Includes examples — basic, comparison, weights override, re-evaluation
✅ Safe — no destructive operations, output-only
✅ Portable — works across Claude.ai, Claude Code, and API

Files added

career-ops-evaluator/SKILL.md — full skill spec (~170 lines)
career-ops-evaluator/LICENSE.txt — Apache-2.0 (matches Composio convention)
README.md — single-line entry in Productivity & Organization section, immediately before Tailored Resume Generator to make the pairing obvious

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