Operator Agent Skills

People Systems That Actually Raise the Bar

Source-grounded pack with Audit People System, Hiring Signal Scorecard, and Performance System Review, plus 2 more.

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Grounded in the complete People Systems That Actually Raise the Bar series.

Open the pack, choose a workflow, and follow its setup and input instructions. You can also open each workflow below.

10 source essays · 5 usable skills · reviewed Jul 2026

Use this pack when

Choose this pack when the work touches People Systems That Actually Raise the Bar and you need a bounded workflow with explicit inputs, a defined output, and human review gates.

Choose the job in front of you.

5 source-grounded skills. Load one workflow at a time.

Audit People System

Use this workflow when a company needs evidence that role clarity, hiring, onboarding, feedback, calibration, promotion, consequences, exits, manager stewardship, and fairness actually raise the bar rather than produce HR theater or standard debt.

Output specification

Return a people systems audit with scope_and_safeguards, loop_map, evidence_quality, feedback_and_consequences, manager_stewardship, fairness_and_exceptions, and priority_repair.

Hiring Signal Scorecard

Use this workflow when an open role needs a scorecard before interviews that converts outcomes, situations, judgment, and risks into observable evidence, disqualifying conditions, interviewer ownership, structured collection, and a fair decision rubric.

Output specification

Return a hiring evidence system with role_outcomes_and_situations, evidence_markers, non_evidence, scorecard, interview_ownership, debrief_protocol, and validation_loop.

Performance System Review

Use this workflow when expectations, feedback, performance concerns, improvement support, consequences, or manager follow-through are vague, delayed, surprising, documentation-first, inconsistent, or disconnected from observable work and behavior change.

Output specification

Return a performance and feedback system with expectation, evidence_record, feedback_loop, diagnosis, decision_note, fairness_check, and followup.

Promotion Calibration Brief

Use this workflow when promotion, rating, recognition, or other consequential people decisions need portable standards, prepared evidence packets, counter-evidence, consistent context, explicit authority, and protection from reputation, visibility, manager advocacy, and political comparison.

Output specification

Return a people decision calibration brief with decision_and_standard, evidence_packet, excluded_claims, bar_assessment, consistency_and_fairness, decision_record, and system_patterns.

Talent Bar Definition

Use this workflow when a role family or team needs one observable standard connecting role definition, hiring, onboarding, performance, feedback, promotion, manager stewardship, tolerated misses, and exits rather than relying on values, adjectives, or talent-density slogans.

Output specification

Return a talent bar system with role_family_loop, observable_bar, evidence_and_non_evidence, decision_ledger, standard_debt, aligned_mechanisms, and stewardship_review.

Keep consequential decisions explicit.

These workflows structure analysis and artifacts; they do not authorize autonomous external, personnel, financial, legal, security, or other high-impact action.

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