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AI & LLM Engineering · By rohitg00
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know. | rohitg00/ | 67k | — | ~2k | Automated safety check: Pass | MIT | today |
| 2 | Tutors a learner through one stage of a hands-on AI engineering project per session: lesson, prediction, code, grader run and reflection, with hints but never full solutions. | rohitg00/ | 67k | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 3 | Quizzes you on a completed phase of the AI Engineering from Scratch course, taking a phase number or name and mapping it to that phase's directory. | rohitg00/ | 67k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 4 | Guides a learner through one of four independent Claude certification tracks with onboarding, lessons, practice labs, mock exams and remediation. | rohitg00/ | 67k | — | ~3k | Automated safety check: Pass | MIT | today |
| 5 | Routes a topic, question or bug to the exact lessons in the AI Engineering from Scratch curriculum and suggests the next command to run. | rohitg00/ | 67k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 6 | Onboards a learner into the AI Engineering from Scratch curriculum with an interview and placement quiz, and writes a persistent LEARNING.md study plan. | rohitg00/ | 67k | — | ~2k | Automated safety check: Pass | MIT | today |
| 7 | Interactive tutor that teaches one lesson per invocation on creating, discovering, invoking, securing, evaluating, packaging and porting Agent Skills, logging progress to a file. | rohitg00/ | 67k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 8 | Build a bounded Agent Skill catalog across explicit discovery scopes and report collisions before loading instruction bodies. | rohitg00/ | 67k | — | ~249 | Automated safety check: Pass | MIT | today |
| 9 | Design and test explicit human, implicit model or agent, programmatic application, bounded skill-composition, and harness activation policies for an Agent Skill catalog. | rohitg00/ | 67k | — | ~389 | Automated safety check: Pass | MIT | today |
| 10 | Review a skill-requested filesystem, command, network, secret, or destructive action against an explicit sandbox policy without executing it. | rohitg00/ | 67k | — | ~236 | Automated safety check: Pass | MIT | today |
| 11 | 11.Cost Tracker Track session costs, set budget alerts, and optimize token spend. | rohitg00/ | 2.9k | — | ~814 | Automated safety check: Pass | No licence | 12 days ago |
| 12 | Reduce token waste by 40-60% through anti-sycophancy rules, tool-call budgets, one-pass coding, task profiles, and read-before-write enforcement. | rohitg00/ | 2.9k | — | ~1k | Automated safety check: Pass | No licence | 12 days ago |
| 13 | LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization | rohitg00/ | 2.7k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 14 | MCP server development including tool design, resource endpoints, prompt templates, and transport configuration | rohitg00/ | 2.7k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 15 | Prompt engineering patterns including structured prompts, chain-of-thought, few-shot learning, and system prompt design | rohitg00/ | 2.7k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
