Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agentsEvidence-Bound CV Shortlist Pack
Turn a weighted hiring rubric and redacted CV text into a locator-backed evidence matrix, unresolved-evidence flags, and mandatory human-review queue.
$15
Evidence-Bound CV Shortlist Pack
Example session with this skill installed
{
"role_id": "automation-operations-specialist",
"role_title": "Automation Operations Specialist",
"redaction_attestation": true,
"requirements": [
{
"requirement_id": "incident-troubleshooting",
"label": "incident troubleshooting",
"kind": "criterion",
"weight": 100,
"verification_question": "Walk through one failure you resolved."
}
],
"candidates": [
{
"candidate_id": "B",
"source_type": "text",
"sources": [
{
"locator": "cv:B:1",
"text": "Resolved a retry storm and added idempotency."
}
],
"evidence": [
{
"requirement_id": "incident-troubleshooting",
"status": "supported",
"locators": [
"cv:B:1"
],
"note": "Failure and fix are explicit."
}
]
}
]
}
- Read your context and instructions
- Compiled the evidence-bound cv shortlist
Review rank: 1
Candidate: B
Weighted evidence score: 100
Evidence: cv:B:1
Must-have status: all_supported
Boundary: human review required; no interview or hiring decision is made.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Shortlisting breaks down when concrete examples, generic claims, missing facts, and contradictions are blended into one confident score. This local pack makes the evidence boundary visible. It validates a buyer-normalized rubric and redacted text, preserves exact source locators, applies the supplied weights, flags must-have gaps, creates candidate-specific verification questions, and records deterministic scoring and tie rules.
Only direct supported evidence receives criterion weight. Missing, unverifiable, or contradictory evidence remains unresolved. The ordered output is a review queue, not a candidate recommendation. An accountable human must verify the evidence and make every interview and hiring decision.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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