Skill-to-proof map

Skills mapped to public proof.

This page turns the profile skills into reviewable evidence: AI automation, Python/FastAPI backends, PostgreSQL, RAG workflows, n8n/Telegram orchestration, CRM/ERP integrations, Docker/CI, DevOps, runbooks, and validation boundaries.

Fast reviewer path: pick the skill, open the proof link, then inspect code, CI, docs, demos, smoke checks, or runtime evidence.

DriveDesk proof route Role fit GitHub-readable matrix AI Ops Workflow Kit DriveDesk Core
AI Automation Python FastAPI PostgreSQL RAG n8n Telegram CRM/ERP Docker DevOps

AI Automation / RAG

Document/transcript/lead intake, RAG retrieval, transcript analysis, lead scoring, approval queues, Telegram callback approval, CRM-safe handoff, outbox drain, and n8n integration boundaries.

Open AI Ops role requirements map

Backend / Platform

FastAPI/PostgreSQL foundations, tenant model, RBAC, audit/outbox, business records, OpenAPI, tests, Docker, docs, and public demo path.

Open DriveDesk Core review

CRM / ERP Integration

Explicit adapter contracts, field mapping, validation, retries, idempotency, audit logs, dry-run CRM handoff, rollout notes, and recovery thinking.

Open fixed-scope offers

DevOps / Self-Hosting

Docker runtime work, CI/CD, release gates, health checks, logs, deployment control panel direction, runbooks, and recovery paths.

Open DeployMate proof snapshot

Validation Boundaries

Client-side data, approved snapshots, sync pipelines, operational docs, Windows automation, and separation of untrusted input from accepted state.

Open MPlusForm reviewer snapshot

Remote Operations

Autoschool54 digital infrastructure support since March 2024: support workflows, docs, backups, troubleshooting, deployment/recovery thinking, and AI-assisted execution discipline.

Open role / project brief

Best Skills To Evaluate

  • AI Automation, RAG, LLM Workflows, Vector Databases.
  • Python, FastAPI, PostgreSQL, OpenAPI, pytest.
  • Systems Integration, API Integration, CRM, ERP, 1C-style boundaries.
  • Docker, GitHub Actions, DevOps, health checks, logs, runbooks.
  • Workflow Automation, Internal Tools, Platform Engineering, Technical Documentation.

Review Order

  1. Open the DriveDesk proof route for the short overview.
  2. Open AI Ops Workflow Kit for AI workflow/RAG/approval proof.
  3. Open DriveDesk Core for backend/platform depth.
  4. Open DeployMate for DevOps/self-hosting evidence.
  5. Open the GitHub-readable matrix for the full skill map.