Repository
rohitg00/ai-engineering-from-scratch agent skills
- skills
- 16
- GitHub stars
- 66k
GitHub description: “Learn it. Build it. Ship it for others.”
- Stars
- 65,983 (11,446 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Mar 2026
- Homepage
- aiengineeringfromscratch.com
- agents
- ai
- ai-agents
- ai-engineering
- computer-vision
- course
- deep-learning
- from-scratch
- generative-ai
- llm
- machine-learning
- mcp
- nlp
- python
- reinforcement-learning
- rust
Install all skills
npx skills add rohitg00/ai-engineering-from-scratchAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in rohitg00/ai-engineering-from-scratch, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Evaluates an Agent Skill bundle before release for structure, trigger quality, artifact improvement, script correctness, safety, installed-tree integrity and host portability. | rohitg00/ | 66k | — | ~1k | Automated safety check: Pass | MIT | today |
| 2 | 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/ | 66k | — | ~2k | Automated safety check: Pass | MIT | today |
| 3 | 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/ | 66k | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 4 | 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/ | 66k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 5 | Guides a learner through one of four independent Claude certification tracks with onboarding, lessons, practice labs, mock exams and remediation. | rohitg00/ | 66k | — | ~3k | Automated safety check: Pass | MIT | today |
| 6 | 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/ | 66k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 7 | Teaches the next lesson of the AI Engineering from Scratch curriculum in the terminal, quizzes you at the end and records your progress. | rohitg00/ | 66k | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 8 | Turns a GitHub course repository into an interactive tutor for the MCP Associate certification, making the learner explain and defend each step. | rohitg00/ | 66k | — | ~3.5k | Automated safety check: Pass | MIT | today |
| 9 | Validates an Agent Skill package against a portable contract with a Python checker, then picks the smallest set of instruction, capability or lifecycle primitives for the task. | rohitg00/ | 66k | 1 repo | ~450 | Automated safety check: Pass | MIT | today |
| 10 | 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/ | 66k | — | ~2k | Automated safety check: Pass | MIT | today |
| 11 | Reviews database migration files before merge, collecting forward, rollback, locking and data-safety evidence, with a decision that is blocked whenever evidence is missing. | rohitg00/ | 66k | — | ~315 | Automated safety check: Pass | MIT | today |
| 12 | 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/ | 66k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 13 | An interactive tutor for the Model Context Protocol path in AI Engineering from Scratch, teaching one lesson per invocation and recording wire evidence in MCP-LEARNING.md. | rohitg00/ | 66k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 14 | Build a bounded Agent Skill catalog across explicit discovery scopes and report collisions before loading instruction bodies. | rohitg00/ | 66k | — | ~249 | Automated safety check: Pass | MIT | today |
| 15 | Design and test explicit human, implicit model or agent, programmatic application, bounded skill-composition, and harness activation policies for an Agent Skill catalog. | rohitg00/ | 66k | — | ~389 | Automated safety check: Pass | MIT | today |
| 16 | Review a skill-requested filesystem, command, network, secret, or destructive action against an explicit sandbox policy without executing it. | rohitg00/ | 66k | — | ~236 | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best skill in rohitg00/ai-engineering-from-scratch?
Skill Release Gate from rohitg00/ai-engineering-from-scratch ranks first of the 16 skills in rohitg00/ai-engineering-from-scratch listed here, with the highest score: its repository has 66k GitHub stars, its SKILL.md loads about 1k tokens and it passes the automated safety check with no findings. Next come AI Engineering Placement Quiz and AI Engineering Project Tutor.
Are the skills in rohitg00/ai-engineering-from-scratch official?
None yet. All 16 skills in rohitg00/ai-engineering-from-scratch listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from rohitg00/ai-engineering-from-scratch?
Run npx skills add rohitg00/ai-engineering-from-scratch in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.