OpenAgentSkill Registry Manifest
Skill: automation-standards
Slug: saeedkolivand-automation-standards
Category: automation
Description: Scraping + AI-provider standards — the Scraper trait & SCRAPERS registry, selector resilience, rate-limiting/cancellation, and the provider-abstraction (zero-change) rule for embeddings/streaming/prompts. Load for changes under scraping/, ai_provider/, packages/prompts, documents/embed.

Agent fit:
- Decision: 62/100 Prototype first
- Primary fit: GitHub automation
- Role: Fallback candidate

Supply profile:
- Track: Research and knowledge work
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, OpenAI Agents, Browser agents, CLI, Codex
- Maintenance: 2d since push
- Risk: Needs review

Trust:
- Trust score: 62/100 Manual review
- Audit: 72/100 Needs review

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: saeedkolivand
- Claim URL: https://www.openagentskill.com/skills/saeedkolivand-automation-standards#claim-this-skill

Install:
npx skills add saeedkolivand/ai-job-hunter-app --skill automation-standards

URLs:
- Web: https://www.openagentskill.com/skills/saeedkolivand-automation-standards
- API: https://www.openagentskill.com/api/agent/skills/saeedkolivand-automation-standards
- Install API: https://www.openagentskill.com/api/skills/saeedkolivand-automation-standards/install
- Repository: https://github.com/saeedkolivand/ai-job-hunter-app/tree/main/.claude/skills/automation-standards