Maintenance companion for AI_Skills_Collection plugin refinement and current-machine AI Research Stack updates: formal release routing, generated parity, replay, regression, versions, changelogs, profile installation, and Bridge Kit distribution delegation.
Plugin ai-skills-core in YuukiAS/AI_Skills_Collection. Commands read from the repo's manifest — today.
skill-library-analysisAnalyze, deduplicate, cluster, and select skills from a large skill library or cloned upstream sources. Use when maintaining AI_Skills_Collection, comparing external skill repos, or deciding whether to merge, add, archive, or ignore skills.
bridge-kit-maintainerInternal AI Skills Maintainer capability for Bridge Kit source, version, distribution, formal release-channel maintenance, editable package refresh, runtime identity checks, and delegation to canonical ai-bridge commands.
ai-skills-repository-maintainerMaintain AI_Skills_Collection itself, including production plugin refinement contracts, source-first changes, generated parity, replay/regression gates, versions, changelogs, registry, catalog, marketplace, and profiles. Use only when the user is working on this repository or explicitly asks to main
machine-update-orchestratorNormal AI Skills Maintainer entry for current-machine update requests such as update presentations, update workflow-core, update AI Skills, update Bridge Kit, and sync this machine. Discovers formal release state, selects the bounded route, delegates to the owning maintainer, and verifies reload/ses
project-skill-installerUse when the user asks to install, update, or set up AI_Skills_Collection profiles for the current project. Handles project-local installation only; it does not provide domain knowledge.
Writing quality layer with response clarity for ordinary explanations, source-fidelity guardrails, Product UI Copy for protected-meaning interface microcopy, heavy Chinese source-faithful structural rewrites, Chinese reader-facing say-it-plain final passes, and English scientific prose cleanup without detector evasion or research-structure decisions.
6 skills
Publication-ready scientific figures with contextual palette discovery, Notion-derived references, figure QA, schematics, and posters.
5 skills
Repo reports, research documents, manuscripts, pre-submission review, literature review, citations, and claim-evidence organization.
3 skills
Statistical models, Bayesian workflows, Python data analysis, diagnostics, experiment design, and scientific visualization.
3 skills
Medical imaging, CMR, DICOM/NIfTI, segmentation, registration, imaging features, and imaging ML workflows.
2 skills
Evidence-first research-group-meeting, research, and business presentation planning with exact CUHK Beamer/PDF as the default research route, explicit editable PPTX/Slides overrides, deck-plan schema, source fidelity, archetypes, and rendered scientific QA.
2 skills
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.
6 skills
tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.
1 skill
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
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