61 instruction files for AI agents, collected from lugassawan/swe-workbench. Install any of them at an exact version with mdr add lugassawan/swe-workbench/<name>.
comms-context SKILL.md skill
lugassawan/swe-workbench · skills/comms-context/SKILL.md · Fetch on-call and discussion context from Slack threads and PagerDuty incidents — participants, timeline, and status…
git:20260828.71a6399 · audit A · 3 stars
language-bash SKILL.md skill
lugassawan/swe-workbench · skills/language-bash/SKILL.md · Bash idioms — strict mode, parameter expansion, arrays, trap cleanup, heredocs, and POSIX portability. Auto-load when…
git:20260828.71a6399 · audit A · 3 stars
language-csharp SKILL.md skill
lugassawan/swe-workbench · skills/language-csharp/SKILL.md · C# and .NET idioms — .NET 8 LTS, C# NRT, records, value semantics, switch expressions, async/await, Task, ValueTask…
git:20260828.71a6399 · audit A · 3 stars
language-dart SKILL.md skill
lugassawan/swe-workbench · skills/language-dart/SKILL.md · Dart idioms — null safety, Futures and Streams, widget composition, and Riverpod app architecture. Auto-load when…
git:20260828.71a6399 · audit A · 3 stars
language-go SKILL.md skill
lugassawan/swe-workbench · skills/language-go/SKILL.md · Go idioms — error handling, concurrency, and standard library usage. Auto-load when working with .go files, go.mod…
git:20260828.71a6399 · audit A · 3 stars
language-java SKILL.md skill
lugassawan/swe-workbench · skills/language-java/SKILL.md · Java idioms — records, sealed types, virtual threads, and JDK 21+ patterns. Auto-load when working with .java files…
git:20260828.71a6399 · audit A · 3 stars
language-kotlin SKILL.md skill
lugassawan/swe-workbench · skills/language-kotlin/SKILL.md · Kotlin idioms — null safety, sealed interfaces, scope functions, and Flow. Auto-load when working with .kt files…
git:20260828.71a6399 · audit A · 3 stars
language-python SKILL.md skill
lugassawan/swe-workbench · skills/language-python/SKILL.md · Python idioms — PEP 8, context managers, generators, asyncio, and testing. Auto-load when working with .py files…
git:20260828.71a6399 · audit A · 3 stars
language-ruby SKILL.md skill
lugassawan/swe-workbench · skills/language-ruby/SKILL.md · Ruby idioms — Ruby 3.x pattern matching, procs, Comparable, error handling, and testing. Auto-load when working with…
git:20260828.71a6399 · audit A · 3 stars
language-rust SKILL.md skill
lugassawan/swe-workbench · skills/language-rust/SKILL.md · Rust idioms — ownership, lifetimes, and iterators. Auto-load when working with .rs files, Cargo.toml, or when the user…
git:20260828.71a6399 · audit A · 3 stars
language-sql SKILL.md skill
lugassawan/swe-workbench · skills/language-sql/SKILL.md · SQL idioms — query tuning, table definitions, constraints, transactions, and pagination. Auto-load when working with…
git:20260828.71a6399 · audit A · 3 stars
language-swift SKILL.md skill
lugassawan/swe-workbench · skills/language-swift/SKILL.md · Swift idioms — optionals, value types, async/await, and Result builders. Auto-load when working with .swift files…
git:20260828.71a6399 · audit A · 3 stars
language-typescript SKILL.md skill
lugassawan/swe-workbench · skills/language-typescript/SKILL.md · TypeScript and JavaScript idioms — strict mode, async patterns, and Node. Auto-load when working with .ts, .tsx, .js…
git:20260828.71a6399 · audit A · 3 stars
observability-context SKILL.md skill
lugassawan/swe-workbench · skills/observability-context/SKILL.md · Fetch production observability signals from Sentry — error, regression, and alert data. Auto-loads on Sentry…
git:20260828.71a6399 · audit A · 3 stars
principle-accessibility SKILL.md skill
lugassawan/swe-workbench · skills/principle-accessibility/SKILL.md · Accessibility (a11y) principles — WCAG 2.2 AA conformance, semantic HTML, keyboard navigation, focus management, focus…
git:20260828.71a6399 · audit A · 3 stars
principle-api-design SKILL.md skill
lugassawan/swe-workbench · skills/principle-api-design/SKILL.md · API design principles — contract-first thinking, semantic versioning, idempotency keys, pagination (offset vs cursor)…
git:20260828.71a6399 · audit A · 3 stars
principle-clean-architecture SKILL.md skill
lugassawan/swe-workbench · skills/principle-clean-architecture/SKILL.md · Clean Architecture, hexagonal architecture, ports and adapters, and dependency rule. Auto-load when designing…
git:20260828.71a6399 · audit A · 3 stars
principle-clean-code SKILL.md skill
lugassawan/swe-workbench · skills/principle-clean-code/SKILL.md · Clean code, DRY, KISS, YAGNI, function length, abstraction level, function argument count, Boy Scout Rule…
git:20260924.21f932a · audit A · 3 stars
principle-code-review SKILL.md skill
lugassawan/swe-workbench · skills/principle-code-review/SKILL.md · Code review heuristics — five-axis review lens (correctness, security, design integrity, test coverage, comment…
git:20260924.21f932a · audit A · 3 stars
principle-communication SKILL.md skill
lugassawan/swe-workbench · skills/principle-communication/SKILL.md · Caveman output mode — ultra-terse brief replies with fewer tokens. Strips filler, hedging, pleasantries. Three levels —…
git:20260811.925e30f · audit A · 3 stars
principle-concurrency SKILL.md skill
lugassawan/swe-workbench · skills/principle-concurrency/SKILL.md · Concurrency principles — race conditions, livelock, backpressure, lock-free primitives, choosing between mutex vs…
git:20260828.71a6399 · audit A · 3 stars
principle-cost-awareness SKILL.md skill
lugassawan/swe-workbench · skills/principle-cost-awareness/SKILL.md · Cost awareness principles — FinOps mindset, right-sizing, cost-per-request model, storage tier selection, cardinality…
git:20260828.71a6399 · audit A · 3 stars
principle-data-modeling SKILL.md skill
lugassawan/swe-workbench · skills/principle-data-modeling/SKILL.md · Data modeling — relational vs document vs KV vs graph selection, normalization depth, indexing strategy, hot-key…
git:20260828.71a6399 · audit A · 3 stars
principle-ddd SKILL.md skill
lugassawan/swe-workbench · skills/principle-ddd/SKILL.md · Domain-Driven Design (DDD) — bounded contexts, entities, domain events, and repository pattern. Auto-load when modeling…
git:20260828.71a6399 · audit A · 3 stars
principle-design-patterns SKILL.md skill
lugassawan/swe-workbench · skills/principle-design-patterns/SKILL.md · Design patterns — Gang of Four and beyond. Strategy, factory method, observer, adapter, template method, dependency…
git:20260828.71a6399 · audit A · 3 stars
principle-distributed-systems SKILL.md skill
lugassawan/swe-workbench · skills/principle-distributed-systems/SKILL.md · Distributed systems principles — CAP, consistency models (linearizable, causal, eventual, read-your-writes), quorum…
git:20260828.71a6399 · audit A · 3 stars
principle-error-handling SKILL.md skill
lugassawan/swe-workbench · skills/principle-error-handling/SKILL.md · Error handling principles — errors as values vs exceptions, wrapping and context chains, retry with exponential backoff…
git:20260828.71a6399 · audit A · 3 stars
principle-event-driven SKILL.md skill
lugassawan/swe-workbench · skills/principle-event-driven/SKILL.md · Event-driven architecture — event sourcing, CQRS, sagas, schema evolution, consumer groups, partitions, idempotent…
git:20260828.71a6399 · audit A · 3 stars
principle-i18n SKILL.md skill
lugassawan/swe-workbench · skills/principle-i18n/SKILL.md · Internationalization (i18n) & localization (l10n) principles — locale-aware date, time, time-zone correctness (persist…
git:20260828.71a6399 · audit A · 3 stars
principle-observability SKILL.md skill
lugassawan/swe-workbench · skills/principle-observability/SKILL.md · Observability principles — logs vs metrics vs traces, structured logging, distributed tracing, span/trace context…
git:20260828.71a6399 · audit A · 3 stars
principle-performance SKILL.md skill
lugassawan/swe-workbench · skills/principle-performance/SKILL.md · Performance engineering principles — latency vs throughput, profile-before-optimize discipline, Big-O instincts for…
git:20260828.71a6399 · audit A · 3 stars
principle-postmortem SKILL.md skill
lugassawan/swe-workbench · skills/principle-postmortem/SKILL.md · Postmortem principles — blameless culture, root cause analysis (5 Whys, Fishbone), incident document structure…
git:20260828.71a6399 · audit A · 3 stars
principle-product-design SKILL.md skill
lugassawan/swe-workbench · skills/principle-product-design/SKILL.md · UX and product design principles — Nielsen's 10 usability heuristics, visual hierarchy, interaction design patterns…
git:20260828.71a6399 · audit A · 3 stars
principle-refactoring SKILL.md skill
lugassawan/swe-workbench · skills/principle-refactoring/SKILL.md · Refactoring discipline — Fowler's catalog of behavior-preserving moves (Extract Function, Inline Variable, Move…
git:20260828.71a6399 · audit A · 3 stars
principle-release-engineering SKILL.md skill
lugassawan/swe-workbench · skills/principle-release-engineering/SKILL.md · Release engineering — semver discipline, rollout strategy, rollback planning, expand-contract for breaking changes…
git:20260828.71a6399 · audit A · 3 stars
principle-resiliency SKILL.md skill
lugassawan/swe-workbench · skills/principle-resiliency/SKILL.md · Resiliency principles — fault tolerance, partial failure, failure domains, bulkheads, fail-fast vs fail-soft, health…
git:20260828.71a6399 · audit A · 3 stars
principle-security SKILL.md skill
lugassawan/swe-workbench · skills/principle-security/SKILL.md · Security design principles — trust boundaries and input validation, secure defaults and defense in depth, lightweight…
git:20260828.71a6399 · audit A · 3 stars
principle-solid SKILL.md skill
lugassawan/swe-workbench · skills/principle-solid/SKILL.md · SOLID principles — SRP, OCP, LSP, ISP, DIP (single responsibility, open-closed, Liskov substitution, interface…
git:20260828.71a6399 · audit A · 3 stars
principle-tdd SKILL.md skill
lugassawan/swe-workbench · skills/principle-tdd/SKILL.md · Test-Driven Development (TDD) — red-green-refactor, spec first, Arrange-Act-Assert; making tests fast and isolated…
git:20260828.71a6399 · audit A · 3 stars
principle-testing SKILL.md skill
lugassawan/swe-workbench · skills/principle-testing/SKILL.md · Testing strategy and architecture — test pyramid (unit / integration / e2e), test doubles taxonomy (stub / mock / spy /…
git:20260828.71a6399 · audit A · 3 stars
principle-version-control SKILL.md skill
lugassawan/swe-workbench · skills/principle-version-control/SKILL.md · Version control & collaboration hygiene — atomic commits (one logical change), commit-message quality (imperative…
git:20260828.71a6399 · audit A · 3 stars
ticket-context SKILL.md skill
lugassawan/swe-workbench · skills/ticket-context/SKILL.md · Fetch ticket context from Jira (PROJ-123), Linear, Confluence, or GitHub (`#NNN`). Auto-loads on ticket references…
git:20260719.f7ea85b · audit A · 3 stars
workflow-address-feedback SKILL.md skill
lugassawan/swe-workbench · skills/workflow-address-feedback/SKILL.md · Use when a PR owner wants to address review feedback — fetches outstanding threads and general comments, presents a…
git:20261019.401c6bb · audit A · 3 stars
workflow-audit-emit-issues SKILL.md skill
lugassawan/swe-workbench · skills/workflow-audit-emit-issues/SKILL.md · After a codebase audit, groups audit findings by subsystem (path prefix) and emits them as context-rich GitHub issues…
git:20261005.a1463b5 · audit A · 3 stars
workflow-branch-sync SKILL.md skill
lugassawan/swe-workbench · skills/workflow-branch-sync/SKILL.md · Sync the current branch with the default branch via rimba or git, then resolve conflicts file by file with a per-hunk…
git:20261004.6c46130 · audit B · 3 stars
workflow-bug-triage SKILL.md skill
lugassawan/swe-workbench · skills/workflow-bug-triage/SKILL.md · Use when investigating a bug to root-cause and FILE a GitHub issue rather than fixing immediately — counterpart to…
git:20260828.71a6399 · audit A · 3 stars
workflow-cleanup-merged SKILL.md skill
lugassawan/swe-workbench · skills/workflow-cleanup-merged/SKILL.md · Use after a PR has been merged on GitHub to remove the local worktree, delete the local branch, delete the remote…
git:20261019.401c6bb · audit A · 3 stars
workflow-codebase-audit SKILL.md skill
lugassawan/swe-workbench · skills/workflow-codebase-audit/SKILL.md · Use for cold-start, time-boxed, multi-axis audits of unfamiliar codebases — take-home assessments, post-acquisition or…
git:20261005.a1463b5 · audit A · 3 stars
workflow-codebase-knowledge SKILL.md skill
lugassawan/swe-workbench · skills/workflow-codebase-knowledge/SKILL.md · Use to understand an unfamiliar codebase — presents architecture overview, module map, public API surfaces, and…
git:20260820.16e7f08 · audit A · 3 stars
workflow-commit-and-pr SKILL.md skill
lugassawan/swe-workbench · skills/workflow-commit-and-pr/SKILL.md · Use when the user wants to commit staged changes or create a PR — enforces trigger-phrase discipline (preview vs commit…
git:20260828.71a6399 · audit A · 3 stars
workflow-delegated-implementation SKILL.md skill
lugassawan/swe-workbench · skills/workflow-delegated-implementation/SKILL.md · Phase-2 delegation protocol for workflow-development — conditional scope/complexity gate, dispatch to code-impl with a…
git:20260828.71a6399 · audit A · 3 stars
workflow-dependency-upgrade SKILL.md skill
lugassawan/swe-workbench · skills/workflow-dependency-upgrade/SKILL.md · Use when walking the dependency-upgrade lifecycle — routine sweep, Dependabot/Renovate PR triage, CVE patch, or…
git:20260828.71a6399 · audit A · 3 stars
workflow-development SKILL.md skill
lugassawan/swe-workbench · skills/workflow-development/SKILL.md · Development workflow — full lifecycle from Branch → Implement → Verify → Review → Deliver. Activated by…
git:20261020.b88f838 · audit A · 3 stars
workflow-extend SKILL.md skill
lugassawan/swe-workbench · skills/workflow-extend/SKILL.md · Captures a mid-PR sub-idea — a small related improvement surfaced mid-flight — and implements onto the same branch as…
git:20260811.925e30f · audit A · 3 stars
workflow-grill SKILL.md skill
lugassawan/swe-workbench · skills/workflow-grill/SKILL.md · Grill-me interrogation mode: relentlessly walk the decision tree one question at a time, interrogate requirements…
git:20260828.71a6399 · audit A · 3 stars
workflow-hotfix SKILL.md skill
lugassawan/swe-workbench · skills/workflow-hotfix/SKILL.md · Branch-based P0 incident hotfix lifecycle — skips the worktree provider, opens a ready-for-review PR immediately after…
git:20260811.925e30f · audit A · 3 stars
workflow-performance-investigation SKILL.md skill
lugassawan/swe-workbench · skills/workflow-performance-investigation/SKILL.md · Profile-first performance investigation runbook — reproduce and baseline a metric, pick a profiler from the ecosystem…
git:20260828.71a6399 · audit A · 3 stars
workflow-pr-review-post SKILL.md skill
lugassawan/swe-workbench · skills/workflow-pr-review-post/SKILL.md · Posting core shared by workflow-pr-review and the specialist /swe-workbench:review PR-mode sub-flow — takes a…
git:20261019.401c6bb · audit A · 3 stars
workflow-pr-review SKILL.md skill
lugassawan/swe-workbench · skills/workflow-pr-review/SKILL.md · Use when reviewing a remote GitHub PR — a first-pass peer review, or a followup re-check after the owner has addressed…
git:20261024.19387ca · audit A · 3 stars
workflow-redesign SKILL.md skill
lugassawan/swe-workbench · skills/workflow-redesign/SKILL.md · Replace the approach of a PR — weigh redesign alternatives against its current design, then reimplement or supersede…
git:20261006.bf03fb1 · audit A · 3 stars
workflow-worktree-session SKILL.md skill
lugassawan/swe-workbench · skills/workflow-worktree-session/SKILL.md · Use when the user mentions a worktree — to start, switch, resume, continue, or end a worktree session. Covers switching…
git:20261024.19387ca · audit A · 3 stars