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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    📋 Skills-First Role & Hiring Plan Mapper

    1

    Map business outcomes to skills, owner-approved requirements and assessment coverage before a role brief becomes a hiring requisition.

    $19

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    📋 Skills-First Role & Hiring Plan Mapper

    📋 Skills-First Role & Hiring Plan Mapper

    Example session with this skill installed

    Synthetic worked example

    {
  "outcomes": [
    {
      "id": "o1",
      "text": "Reduce support backlog"
    }
  ],
  "skills": [
    {
      "id": "s1",
      "outcome_ids": [],
      "classification": "unresolved",
      "rationale": "",
      "evidence_types": []
    }
  ],
  "stages": [
    {
      "id": "work-sample",
      "skill_ids": []
    }
  ]
}
    • Read your context and instructions
    • Compiled the -first role

    Role and hiring plan

    REVIEW — HUMAN REVIEW REQUIRED

    Supplied records only; human review required. Not an employment decision.

    • OUTCOME_WITHOUT_ASSESSMENT [o1]: Outcome lacks assessment coverage.
    • EVIDENCE_PLAN_MISSING [s1]: Define acceptable job-related evidence.
    • OWNER_DECISION_REQUIRED [s1]: Owner must supply classification and rationale; none inferred.
    • UNASSESSED_SKILL [s1]: No proposed stage covers the skill.
    • UNMAPPED_REQUIREMENT [s1]: No business outcome supports this requirement.

    Connects securely to your tools. The creator never sees your data.

    What you get

    For a hiring manager before a requisition, map supplied outcomes to skill and assessment IDs; unlike job-description prose generation, retain unresolved classifications and flag uncovered outcomes deterministically.Review a synthetic example before supplying authorized records.Repeat the review after owners resolve source gaps.

    About this skill

    Map business outcomes to skills, owner-approved requirements and assessment coverage before a role brief becomes a hiring requisition. Supply the normalized local JSON described in the included input contract. Run the Python helper to receive stable findings, an evidence summary and a human-readable review. The download includes synthetic clean and risky examples, executable tests and actual sample output. Human-supplied classification and rationale are preserved, not inferred. No candidate matching, ranking or legal certification. The exported rubric remains unapproved until a human reviews it.

    Version 1.0.0. Includes the JustHandled Labs paid skill license for personal and internal organizational use; see LICENSE.txt for full terms.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 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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    Fresh listing

    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 13 days ago

    • Passed all security checks, Safe to install

    Listed13 days ago

    What's inside

    Frequently Asked Questions