Is this intended for automated hiring decisions?
No. It supports human review and interview prep, not automatic accept or reject decisions.
Hiring
Turn resumes and raw notes into consistent candidate summaries before interviews start.
Follows the Agent Skills open format, works with Claude Code, Cursor, Hermes Agent, OpenClaw, and 30+ compatible agents.
What it does
This skill helps hiring teams move from resume skim to structured signal more consistently. It summarizes candidate background against role needs, identifies likely risks, and proposes what the interviewer should validate live.
It is meant to improve screening quality and reduce missed context, not to automate hiring decisions.
Who it is for
Requirements
Resume or candidate notes
Resume text, application answers, or screening summary
Role criteria
Must-haves, scorecard, or job description
Sample output
Fit: Strong on execution, mixed on strategic ownership Strengths: Relevant tooling depth, fast-moving environments Risks: Limited evidence of team leadership Interview focus: Ownership scope, stakeholder management, writing quality
What's in this pack
Included: Outcome definition
What exact job this pack solves
Included: Operating instructions
Step-by-step workflow the agent follows
Included: Input contract
Required and optional fields defined as a schema
Included: Output contract
Exact output structure the agent must return
Included: Worked examples(6 files)
3 standard, 1 ambiguous, 1 bad-fit, and 1 edge-case scenario
Test & eval set
FAQ
No. It supports human review and interview prep, not automatic accept or reject decisions.
Yes. A job description or a short list of must-haves is enough to get value.
Bundle option
This pack is also included in OutcomeKit Complete, which groups related workflows for a faster setup.
View bundleRelated packs
Ops
Create a prep brief with context, goals, risks, and suggested questions before customer, candidate, or internal meetings.
Test cases with expected outputs and pass/fail criteria
Included: QA checklist
Human review checklist for output quality
Content
Turn raw notes into a founder update for investors, advisors, or your team with a consistent structure.
Ops
Summarize weekly metrics, outliers, likely drivers, and recommended follow-up in one operating brief.