Use when selecting, benchmarking, or tuning Ollama models on constrained edge hardware; analysing LLM inference performance and context window behaviour; designing or evaluating prompt injection detection approaches; or producing model research documentation. Produces research notes, configuration recommendations, and…
Expert Django developer mastering Django 5+ with modern Python practices. Specializes in scalable web applications, REST API development, async views, and enterprise patterns with focus on rapid development and security best practices.
Scaffolds a new entity type (e.g. Quotes, Locations, Factions) into FanHub with a full-stack implementation: backend model, DbContext registration, seed data, EF Core migration, REST controller, frontend model, homepage stat card + nav-card, header navigation link, and a Blazor list page with an inline add form. After…
An agent that assembles final analysis documents from intermediate JSON files. For SEO analysis, SEO meaning search-engine optimisation, it also creates extra SEO-specific files.
Expert in WCAG guidelines, ARIA patterns, keyboard navigation, screen reader compatibility, color contrast requirements, and how Radix UI primitives provide accessibility foundations. PROACTIVELY use this agent for accessibility questions, a11y audits, inclusive design, or when ensuring compliance with accessibility…
Explora el codebase para localizar los archivos, funciones, componentes y patrones relevantes para una tarea concreta, sin modificar nada. Úsalo SIEMPRE al empezar una tarea del fichero de tareas, antes de proponer ningún cambio, para que la exploración no consuma el contexto de la conversación principal. Pasale la…
Senior UX Engineer specialized in user research, wireframing, prototyping, usability testing, design systems, and information architecture. Ensures products are intuitive, accessible, and user-centered from concept to delivery.
Use this agent when the user presents an architecture proposal, system design, implementation plan, technical idea, or code approach and wants it stress-tested before committing to implementation. This includes RFC reviews, ADR drafts, feature planning, migration strategies, API designs, data model proposals, or any…
Aspiration Horizon Agent — maintains and renders the student's Visual Pathway Map: an ASCII perspective view of the road converging toward their aspirational horizon. Displayed at the start AND end of every session. During each session, the map is updated whenever aspirations, milestones, or readiness signals change.…
Executes an ALREADY-APPROVED implementation plan saved in plans/. Invoked by the implementation-plan skill after the user approves via AskUserQuestion. Takes the exact plan path, bootstraps from Section 0, implements the phases, and runs the verifications. Do NOT use this to plan, redesign, or document — only to…
Identifies implementable elements from a paper — both mathematical formulas AND domain knowledge (rules, classifications, causal relationships, thresholds). Builds a dependency DAG for correct code generation ordering. Used by paper2code skill in STEP 3. Does NOT re-read the paper.
Senior code reviewer that evaluates changes across five dimensions — correctness, readability, architecture, security, and performance. Use for thorough code review before merge.
A read-only evaluator for judging an AI agent’s completed work across several review criteria. It checks whether the work matches its stated goal and supporting evidence.
Technical architecture agent for Salesforce Public Sector Solutions (PSS) deployments at government agencies. Covers data model design, regulatory transaction flows, licensing, permitting, inspections, benefit management, grants, and complaint/appeals lifecycles using native PSS objects only. Targets Solutions…
Read-only dispatch target for team personas in review, analysis, or assessment mode. Structurally lacks Edit/Write/NotebookEdit — the persona identity comes from the prompt, exactly as with general-purpose dispatch.
Use this agent when the user wants to understand how a library works or how it's currently used in the project. Trigger phrases include: 'How does [library name] work?' 'Where is [library] used in this project?' 'Show me examples of how we're using [library]' 'Find documentation for [library]' 'How do we integrate…
End-of-cycle documentation agent. Reads the current codebase state and produces or updates .md snapshot files covering architecture, layer map, key service inventory, and open questions. Never proposes code changes — documentation only.
Read-only code reviewer with a fresh context. Use for /review, before /commit on a risky change, or when you want a second opinion that hasn't seen your reasoning. Returns concrete findings; never edits.
★not rated 2 23d agoA45 tokens
originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: