{"task":"Use 50 Final Year Projects With Source Code in an agent workflow","recommendations":[{"rank":1,"skill":"50 Final Year Projects With Source Code","slug":"projects-developer-50-final-year-projects-with-source-code","description":"Final year projects are a crucial part of a student's academic journey, particularly in the fields of engineering, computer science, and other technical disciplines.50 Final year Projects Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials","confidence":"1.00","match_label":"Strong task match","safety_adjusted_score":362.2467992706668,"install":"npx skills add Projects-Developer/50-Final-Year-Projects-with-Source-Code","repository":"https://github.com/Projects-Developer/50-Final-Year-Projects-with-Source-Code","stats":{"stars":976,"downloads":0,"rating":0,"quality_score":47.63},"quality":{"score":72,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production 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Final year projects are a crucial part of a student's academic journey, particularly in the fields of engineering, computer science, and other technical disciplines.50 Final year Projects Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials"},{"rank":2,"skill":"Claude Workflow V2","slug":"cloudai-x-claude-workflow-v2","description":"Universal Claude Code workflow plugin with agents, skills, hooks, and commands","confidence":"1.00","match_label":"Strong task match","safety_adjusted_score":266.6393443895364,"install":"npx skills add CloudAI-X/claude-workflow-v2","repository":"https://github.com/CloudAI-X/claude-workflow-v2","stats":{"stars":1368,"downloads":0,"rating":0,"quality_score":63.65},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"1.4K","tone":"positive"},{"label":"Freshness","value":"7d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v3","score":92,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency review.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.4K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"weight":0.08,"status":"info","detail":"1.4K stars, 191 forks; 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Skill purpose: Universal Claude Code workflow plugin with agents, skills, hooks, and commands","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Claude Workflow V2\" from https://github.com/CloudAI-X/claude-workflow-v2 into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Universal Claude Code workflow plugin with agents, skills, hooks, and commands","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"urls":{"web":"https://www.openagentskill.com/skills/cloudai-x-claude-workflow-v2","api":"https://www.openagentskill.com/api/agent/skills/cloudai-x-claude-workflow-v2","install_api":"https://www.openagentskill.com/api/skills/cloudai-x-claude-workflow-v2/install","audit":"https://www.openagentskill.com/skills/cloudai-x-claude-workflow-v2/audit","repository":"https://github.com/CloudAI-X/claude-workflow-v2"},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Coding agents","role":"Primary pick","adoption_stage":"Adopt","primary_fit":"Coding agents","best_for":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["No major risk signals from current metadata"],"proof_points":["1,368 GitHub stars","recent repository activity","install command or GitHub repo available","100/100 quality profile","1 OpenAgentSkill engagement events"],"next_steps":["Install it in a sandbox agent and run one Coding agents task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"use_cases":[{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"recommendation_reasons":["Matches task terms: use, projects, with, code","Useful GitHub adoption: 1,368 stars","Install handoff is available","Repository freshness signal is available","Registry match score 245"],"reasoning":"Strong task match. Evidence: verified author, 64 quality score. Universal Claude Code workflow plugin with agents, skills, hooks, and commands"},{"rank":3,"skill":"Ralph Claude Code","slug":"frankbria-ralph-claude-code","description":"Autonomous AI development loop for Claude Code with intelligent exit detection","confidence":"1.00","match_label":"Strong task match","safety_adjusted_score":261.72820150160874,"install":"npx skills add frankbria/ralph-claude-code","repository":"https://github.com/frankbria/ralph-claude-code","stats":{"stars":9339,"downloads":0,"rating":0,"quality_score":69.49},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"9.3K","tone":"positive"},{"label":"Freshness","value":"1d ago","tone":"positive"},{"label":"Install 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Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Audit risk exceeds the requested agent policy","Audit classified this skill as risky","Audit risk risky exceeds max_risk=medium"]},"url":"https://www.openagentskill.com/skills/jxnblk-ok-mdx/audit"}],"suggested_composition":{"name":"projects-developer-50-final-year-projects-with-source-code-agent-stack","description":"Start with 50 Final Year Projects With Source Code, then add Claude Workflow V2 + Ralph Claude Code only if the workflow needs extra coverage.","skills":["projects-developer-50-final-year-projects-with-source-code","cloudai-x-claude-workflow-v2","frankbria-ralph-claude-code"],"steps":["Prototype the task with 50 Final Year Projects With Source Code as the primary skill.","Add the second skill only if the first one leaves a capability gap.","Keep the third skill as a fallback during evaluation instead of installing everything at once."]},"suggested_stacks":[{"slug":"research-report-agent","name":"Research report agent stack","url":"https://www.openagentskill.com/collections/research-report-agent","use_case":"research-agents"},{"slug":"coding-review-agent","name":"Coding review agent stack","url":"https://www.openagentskill.com/collections/coding-review-agent","use_case":"coding-agents"}],"meta":{"timestamp":"2026-06-17T10:18:13.470Z","api_version":"1.0","total_skills_searched":10180,"blocked_candidates":5,"safety_policy":"Blocked candidates are excluded from recommendations. 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