Operator Agent Skills

Technical literacy

Source-grounded pack with Architecture and System Risk Scan, Technical Credibility Practice, and Technical Decision Brief, plus 1 more.

Get this pack

Grounded in the complete Technical literacy series.

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

10 source essays · 4 usable skills · reviewed Jul 2026

Use this pack when

Choose this pack when the work touches Technical literacy and you need a bounded workflow with explicit inputs, a defined output, and human review gates.

Choose the job in front of you.

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

Architecture and System Risk Scan

Use this workflow when an operator needs to trace a software-shaped workflow or architecture, understand data and dependency ownership, debug a symptom with competing hypotheses, and identify failure, detection, recovery, support, migration, and organizational risks without designing the system alone.

Output specification

Return an architecture and system risk scan with observation, system_trace, dependencies_and_seams, hypotheses, discriminating_checks, risk_and_operability, and findings_and_next_evidence.

Technical Credibility Practice

Use this workflow when a non-engineer operator or leader wants to become more technically useful, develop operational fluency and analytical judgment, build selective hands-on execution, improve developer empathy, and earn trust with engineers through precise and reliable behavior.

Output specification

Return a technical credibility plan with capability_goal, baseline, fluency_practice, judgment_cases, hands_on_experiment, trust_behaviors, and feedback_and_evidence.

Technical Decision Brief

Use this workflow when a non-engineer operator or leader must participate responsibly in an architecture, vendor, integration, data, platform, automation, build-versus-buy, migration, or systems decision by making goals, constraints, options, consequences, ownership, reversibility, and evidence legible.

Output specification

Return a technical decision brief with decision_frame, system_context, option_comparison, assumptions_and_stress, risk_and_evidence, expert_and_operator_context, and decision_record.

Technical Taste Review

Use this workflow when a proposed product, process, vendor, integration, data model, automation, abstraction, or architecture feels clever or feature-rich but needs review of complexity, dependencies, operability, reversibility, team fit, failure behavior, maintenance, and simpler alternatives.

Output specification

Return a technical taste review with problem_contract, complexity_inventory, abstraction_test, consequence_model, human_system_fit, simpler_options, and recommendation.

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.

Choose your reading rhythm.

Start with a weekly briefing, add daily notes, or hear only when a durable essay or research update is ready.

You've successfully subscribed to Antoine Buteau
You've successfully subscribed to Antoine Buteau
Welcome back! You've successfully signed in.