magnus919
24 skills with substantive source documentation and an official publisher or observed installation demand. Read each skill’s original documentation through its card.
magnus919backend-engineering
Design and implement backend services and APIs — REST, gRPC, GraphQL, event-driven handlers, transaction boundaries, outbox/inbox delivery, migration coexistence, database access, integration, error handling, and service-level testing. Use for application/domain/infrastructure implementation decisions. Language and framework agnostic. Do not use for frontend, data engineering, platform provisioning, API contract ownership, service decomposition strategy, or cross-system migration planning.
- instalações
- 2
- GitHub Stars
- 78
- Atualizado
- 10 de set.
magnus919site-reliability-engineering
- Design, operate, and improve reliable production systems with SLOs, incident command, observability, error budgets, and operational practices. Do not use this skill for unrelated requests; route to the nearest named specialist.
- instalações
- 2
- GitHub Stars
- 78
- Atualizado
- 10 de set.
magnus919software-architecture-analysis
Use this skill to reverse-engineer an existing software system, map its architecture, data flow, privacy posture, coupling, quality characteristics, and feature surface, then produce an evidence-grounded clean-room design document, PRD, or migration plan under new constraints. Use for codebase archaeology, implicit contract extraction, architecture health assessment, or decomposition-readiness analysis. Do not use for greenfield architecture design, direct code review, bug hunting, security audi
- instalações
- 2
- GitHub Stars
- 100
- Atualizado
- 26 de set.
magnus919analog-occultism
- Use this skill to create subject-neutral images and videos in an analog occultism / industrial CRT noir aesthetic: near-monochrome archival technical atmosphere, severe low-key lighting, tactile signal degradation, industrial geometry, and quiet unresolved tension. Use for portraits, products, environments, interfaces, diagrams, abstract forms, stills, and motion. Do not use for colorful cyberpunk, vaporwave, glossy advertising, conventional horror, or clean digital renders.
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919api-design-and-evolution
- Design, govern, document, review, and evolve consumer-facing APIs and event interfaces. Use when choosing REST/HTTP, GraphQL, RPC, events, webhooks, or streaming; writing OpenAPI or AsyncAPI contracts; assessing an API landscape, ownership, duplication, lifecycle, discoverability, retirement, gateways, service meshes, north-south or east-west traffic, routing, policy, observability, or failure boundaries; defining schemas, pagination, mutations, errors, idempotency, or compatibility; or planni
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919binary-analysis
- Plan static inspection of unknown binary files with a deterministic CLI whose Ghidra operations are currently unimplemented and fail closed. Use when you need to inspect a PE, ELF, or Mach-O file — triage suspicious binaries, map imported APIs, decompile functions, trace call paths, or produce structured evidence reports. Do not use for runtime analysis (debugging, dynamic tracing, sandbox execution), for modifying or patching binaries, or for binaries you already know everything about. The sk
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919bmad
- Use this skill to run BMad (Breakthrough Method of Agile AI-Driven Development) as a harness-agnostic control-plane protocol that turns human intent into bounded, inspectable, resumable agent work. Compress intent into a five-field contract (Why, Capabilities, Constraints, Non-goals, Success signal); classify work as direct/bounded/initiative and route to the smallest safe path; carry decisions in durable artifacts; review as triage; route failure to the layer where ambiguity entered; and gate
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919crowdsec
- Deploy, configure, and operate CrowdSec Security Engine, cscli, remediation components, acquisition pipelines, and AppSec WAF. Use for Linux or Docker installation, detection-to-blocking design, incident review, and safe changes. Do not use for generic firewall, Kubernetes, or reverse-proxy design; route those to the named platform skill and use this skill for CrowdSec integration.
- instalações
- 1
- GitHub Stars
- 74
- Atualizado
- 7 de set.
magnus919data-cleaning
- Clean, profile, validate, reshape, and document messy tabular, text, JSON, and relational data through an evidence-first, reproducible workflow. Use when preparing data for analysis, reporting, modeling, ingestion, migration, or matching, including AI-suggested repair, entity-match review, score calibration limits, and reversible repair ledgers. Do not use for statistical modeling, dashboard design, or operating a named data platform; route those tasks to data-scientist, data-engineering, or t
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919electronics
- Design, review, prototype, measure, and troubleshoot electronic circuits using component evidence, worst-case calculations, interface contracts, and staged bench verification. Use for component selection, analog or digital building blocks, power and protection, sensor conditioning, schematic-to-wiring review, instrumented diagnosis, and I2C electrical integration. Do not use as a substitute for exact device documentation, ESP32 firmware operations, FPGA RTL development, named CAD-tool operatio
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919epub
- Read, write, and edit EPUB2/EPUB3 ebooks as an EPUB file format expert. Extract text, metadata, structure, and knowledge from EPUB files for enrichment or memory. Create valid EPUBs from scratch. Validate against the EPUB specification. Use when the user mentions epub, ebook, EPUB file, ebook format, read epub, write epub, create ebook, extract from epub, epub to text, or ebook structure. Do not use this skill for unrelated requests; route to the nearest named specialist.
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919frontend-engineering
Build and maintain web frontends — component architecture, state management, API integration, responsive layout, client-side performance, and frontend testing patterns. Framework agnostic, focused on web frontend implementation. Do not use for backend service implementation, data engineering, or platform infrastructure work.
- instalações
- 1
- GitHub Stars
- 87
- Atualizado
- 20 de set.
magnus919langchain
- Build LLM applications with LangChain. Use when working with LangChain or comparing LLM application frameworks. Do not use this skill for unrelated requests; route to the nearest named specialist.
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919lastfm
- Interact with the Last.fm music data API: lookup user listening history, get artist/album/track metadata, discover similar music via collaborative filtering, explore global and per-country charts, search by artist/album/track, manage tags, and scrobble listening events. Use when the user asks about music data, listening statistics, music recommendations, similar artists, charts, or wants to scrobble or love tracks. Do not use this skill for unrelated requests; route to the nearest named specia
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919product-lifecycle-learning
- Compare intended product outcomes against observed results to close the launch-to-learning loop: collect post-launch evidence, distinguish expected from observed from uncertain from inferred claims, update assumptions, assess feature health, and choose among continue/improve/harvest/pivot/pause/retire — including retirement lifecycles with deprecation, migration, customer treatment, and retained reusable learning. Do not use for incident postmortems or root-cause analysis (routes to incident-l
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919product-roadmapping-and-portfolio
- Build and maintain outcome-based product roadmaps and portfolio views that sequence strategic bets by evidence, not dates. Covers Now/Next/Later views, strategic-bet management, capacity allocation, dependency and confidence mapping, scenario planning, continue/pause/kill/revisit criteria, stakeholder narratives, and roadmap review cadences. Use when building or reviewing a product roadmap, managing a portfolio of bets, or communicating strategic sequencing to stakeholders. Do NOT use for tact
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919product-shaping
- Use this skill to shape product or engineering work before committing time to it: set appetites instead of estimates, narrow raw ideas into bounded problems, sketch solutions at the right level of abstraction, de-risk rabbit holes, write pitches, bet with capped downside (circuit breaker), and govern builds with discovered scopes and scope hammering. Adapted from Basecamp's Shape Up and extended for human+AI-agent teams. Use when a raw idea, feature request, or "redesign X" grab-bag needs to b
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919production-readiness
- Define risk-scaled evidence packets and go/no-go/defer/exception launch gates with accountable owners. Do not use this skill for cross-domain production composition; use production-excellence for assembling migration, recovery, capacity, and incident evidence.
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919qa-methodology
- Design and apply QA methodology for software teams: test strategy, regression testing, CI failure triage, test automation, quality gates and metrics, risk-based testing, exploratory testing, test design techniques, AI code quality gates (independent verification, artifact provenance, spec-first oracles, AI-review-comment triage, acceptance-criteria testability for Spec-Driven Development), mutation-guided test hardening and review evidence (surviving mutants, weak assertions, diff-aware mutati
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919release-engineering
- Design, automate, and operate end-to-end software releases: release process models and pipelines (trunk-based development, CD stages, release trains), progressive delivery and feature flags, versioning and artifact management (SemVer, conventional commits, changelogs, SBOM/provenance), readiness and quality gates, rollback and recovery planning, change-management and audit compliance (SOC 2, SOX, PCI), DORA metrics, and multi-team release coordination. Do not use for application feature implem
- instalações
- 1
- GitHub Stars
- 78
- Atualizado
- 10 de set.
magnus919semantic-spacetime
- Model and analyze Semantic Spacetime (SST) graphs, distances, trajectories, drift, and model files. Do not use this skill for promise-theory vocabulary and fundamentals without SST modeling; use promise-theory for the substrate concepts.
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919systematic-debugging
- Diagnose root causes with a four-phase debugging protocol. Use for ANY technical issue — test failures, production bugs, unexpected behavior, performance problems, build failures, or integration issues. ESPECIALLY when under time pressure, when "one quick fix" seems obvious, or when previous fix attempts have failed. Do not use this skill for unrelated requests; route to the nearest named specialist.
- instalações
- 1
- GitHub Stars
- 87
- Atualizado
- 20 de set.
magnus919terraform
- Operate Terraform and OpenTofu across the whole infrastructure lifecycle: module structure, state backends and locking, plan/apply workflow, drift detection, remote state, upgrade and refactor flows, and evidence-based diagnostics. Use when running or inspecting terraform plans, applies, state files, imports, or state surgery, or when the bundled tfops script should handle the task. Do not use for IaC methodology or cloud design decisions - those route up to platform-engineering.
- instalações
- 1
- GitHub Stars
- 127
- Atualizado
- 13 de out.
magnus919skillopt
Run controlled skill optimization cycles on any skill document. Uses kanban-based pipelines with validation gates — the methodology from Microsoft Research's SkillOpt (arXiv 2605.23904).
- instalações
- 1
- GitHub Stars
- 29
- Atualizado
- 7 de ago.