systems-languages-skills

Plugin systems-languages-skills from marketplace ai-skills in Amey-Thakur/AI-SKILLS. Commands read from the repo's manifest — 1 month ago.

Skills (200)

• accessibility-review
• accessible-forms
• alt-text-writing
• aria-usage
• color-contrast
• focus-management
• keyboard-navigation
• screen-reader-testing
• agent-code-review
• agent-context-setup
• agent-cost-control
• agent-debugging-workflow
• agent-instruction-files
• agent-plan-review
• agent-refactoring-workflow
• agent-session-management
• agent-test-generation
• agent-tool-permissions
• multi-model-workflows
• subagent-delegation
• chunking-strategies
• citation-grounding
• context-compression
• conversation-memory
• knowledge-graph-memory
• long-term-user-memory
• memory-consolidation
• memory-forgetting-policy
• multi-hop-retrieval
• rag-evaluation
• rag-freshness
• vector-store-operations
• api-credential-rotation
• data-mapping
• integration-migration
• integration-monitoring
• integration-resilience
• partial-failure-handling
• polling-vs-webhooks
• rate-limit-handling
• sandbox-testing
• sdk-selection
• third-party-integration
• webhook-consumption
• api-change-management
• api-client-design
• api-deprecation
• api-design
• api-pagination-design
• api-sdk-design
• graphql-schema-design
• grpc-services
• openapi-contracts
• api-gateway-pattern
• architecture-decision-records
• architecture-diagrams
• coupling-analysis
• domain-driven-design
• event-driven-architecture
• hexagonal-architecture
• layered-architecture
• microservices-boundaries
• monolith-first
• scalability-planning
• service-mesh-tradeoffs
• technical-vision
• api-error-responses
• api-versioning
• background-jobs
• file-storage-design
• graceful-shutdown
• health-checks
• idempotency-keys
• message-queues
• multi-tenancy
• request-validation
• rest-endpoint-design
• timeouts-and-retries
• transactional-outbox
• webhooks-design
• architecture-review-board
• bar-raiser-interviewing
• canary-analysis
• chaos-gameday
• code-freeze-management
• deprecation-program
• design-critique
• design-doc-google-style
• dogfooding-program
• error-budget-policy
• exec-briefing
• hiring-loop-design
• launch-review
• okr-cascade
• oncall-handoff
• open-source-review-board
• perf-calibration
• postmortem-review-board
• prfaq-working-backwards
• production-readiness-review
• promo-packet
• quarterly-planning
• rfc-process
• security-development-lifecycle
• six-pager-narrative
• tech-radar
• vendor-evaluation
• war-room-protocol
• accessibility-specialist-role
• backend-engineer-role
• cloud-architect-role
• cto-advisor-role
• data-engineer-role
• data-scientist-role
• developer-advocate-role
• devops-engineer-role
• engineering-manager-role
• frontend-engineer-role
• growth-engineer-role
• incident-commander-role
• ml-engineer-role
• mobile-engineer-role
• open-source-maintainer-role
• performance-engineer-role
• platform-engineer-role
• principal-architect-role
• product-designer-role
• product-manager-role
• qa-engineer-role
• release-manager-role
• security-engineer-role
• site-reliability-engineer
• solutions-architect-role
• staff-engineer
• support-engineer-role
• technical-program-manager
• technical-writer-role
• ux-researcher-role
• business-model-design
• capital-allocation
• cash-flow-management
• competitive-strategy
• cost-structure-analysis
• financial-statements-literacy
• market-sizing
• negotiation-fundamentals
• operations-management
• organizational-design
• stakeholder-management
• unit-economics
• churn-analysis
• community-building
• developer-marketing
• landing-page-strategy
• saas-metrics
• saas-pricing
• technical-seo
• user-activation
• async-communication
• conference-talks
• engineering-resume
• giving-feedback
• mentoring-engineers
• one-on-one-meetings
• receiving-feedback
• salary-negotiation
• status-updates
• technical-interviews
• autoscaling-policies
• cloud-cost-optimization
• cloud-disaster-recovery
• cloud-migration
• cloud-networking
• cloud-storage-selection
• iam-design
• infrastructure-as-code
• kubernetes-workloads
• managed-vs-selfhosted
• multi-region-design
• serverless-tradeoffs
• api-surface-minimalism
• assertion-density
• boolean-parameters
• boy-scout-rule
• circular-dependencies
• code-comments
• code-duplication
• code-formatting
• code-metrics
• code-reading
• code-review-comments
• code-review
• cognitive-load
• cyclomatic-complexity
• dead-code-removal
• defensive-programming
• error-handling
• error-messages
• exhaustive-switches
• feature-flags-hygiene

Slash commands (200)

• /systems-languages-skills:ab-test-plan

  Design an experiment with the hypothesis, sample size, and decision rule fixed before it runs.

• /systems-languages-skills:ad-copy

  Write advertising copy that leads with the benefit, speaks to one audience, and drives one clear action.

• /systems-languages-skills:add-code-comments

  Add docstrings and comments that explain why, matching the code's existing style, without noise.

• /systems-languages-skills:adjust-tone

  Rewrite text in a different tone (more formal, friendlier, more direct) while keeping the meaning.

• /systems-languages-skills:agent-build-feature

  A strict brief that makes a coding agent implement a feature end to end, matching the codebase and verifying it works.

• /systems-languages-skills:agent-complete-task

  A strict, goal-focused brief that makes a coding agent (Claude Code, Cursor, Antigravity) finish a task correctly and verify it.

• /systems-languages-skills:agent-eval-design

  Design an evaluation for an AI agent or LLM feature: what to test, how to grade it, and how to catch regressions.

• /systems-languages-skills:agent-explain-codebase

  A focused brief that makes a coding agent map an unfamiliar codebase so you (or it) can work in it confidently.

• /systems-languages-skills:agent-fix-bug

  A strict brief that makes a coding agent find the root cause of a bug, fix it minimally, and prove it is fixed.

• /systems-languages-skills:agent-refactor-code

  A strict brief that makes a coding agent refactor code without changing behavior, verifying nothing broke.

• /systems-languages-skills:agent-system-prompt

  Write a system prompt for an AI agent that defines its role, tools, boundaries, and output clearly enough to act reliably.

• /systems-languages-skills:agent-task-breakdown

  Decompose a complex task into clear subtasks an AI agent (or agents) can execute and verify step by step.

• /systems-languages-skills:agent-tool-definition

  Write a tool/function definition for an AI agent with a description that steers use and parameters it fills correctly.

• /systems-languages-skills:agent-workflow-design

  Design a multi-agent workflow with the right pattern, explicit handoffs, and human gates on consequential actions.

• /systems-languages-skills:analyze-competitor-product

  Analyse a competitor's product from public information, separating observation from inference.

• /systems-languages-skills:analyze-performance

  Diagnose a performance problem from measurements rather than intuition, and propose the fix with the largest expected return.

• /systems-languages-skills:api-design

  Design a clean REST or GraphQL API from requirements, with sensible resources, methods, status codes, and error shapes.

• /systems-languages-skills:api-docs-from-code

  Generate accurate reference documentation for an API from its code, marking every inference.

• /systems-languages-skills:api-migration-guide

  Write a guide that gets consumers from an old API version to a new one with every breaking change addressed.

• /systems-languages-skills:apology-email

  Write a sincere, professional apology email that owns the mistake, addresses the impact, and offers a fix.

• /systems-languages-skills:architecture-decision-record

  Write an ADR that captures a technical decision, its context, and its consequences so future teams know why.

• /systems-languages-skills:assess-technical-debt

  Assess technical debt by what it costs now, and produce a paydown plan tied to upcoming work.

• /systems-languages-skills:audit-accessibility

  Audit a product against real assistive technology use, prioritised by who is blocked.

• /systems-languages-skills:autoresearch

  Run a full autonomous research investigation and return a verified, cited report: plan, search broadly, check primary sources, verify adversarially, and synthesize. Run like an /autoresearch command for a deep, trustworthy answer.

• /systems-languages-skills:beta-program-plan

  Plan a beta with the right participants, defined success criteria, and a decision point at the end.

• /systems-languages-skills:blog-outline

  Outline a blog post with a clear angle and a section flow before you write, so the draft comes easily.

• /systems-languages-skills:brainstorm-divergent

  Generate genuinely different ideas across the solution space, then converge on the strongest few.

• /systems-languages-skills:brainstorm

  Generate a range of ideas for anything quickly, from safe to bold, without self-censoring. A quick /brainstorm command.

• /systems-languages-skills:break-down-task

  Break a goal into an ordered, actionable plan with dependencies and a clear first step.

• /systems-languages-skills:bug-bounty-report

  Write a clear bug bounty vulnerability report a triager can reproduce and rate fast, with steps, impact, and a fix.

• /systems-languages-skills:bug-report-triage

  Turn a vague bug report into a structured, actionable ticket with severity and next steps.

• /systems-languages-skills:build-internal-tool

  Specify an internal tool that removes real friction, with the simplest build that works.

• /systems-languages-skills:build-spreadsheet-model

  Specify a spreadsheet model that is auditable, with inputs separated and checks built in.

• /systems-languages-skills:build-website

  Build a small site with the simplest stack that fits, fast by default and editable afterwards.

• /systems-languages-skills:business-case

  Make the case for an investment with costs, benefits, risks, and the option of not doing it.

• /systems-languages-skills:business-model-canvas

  Lay out how a business creates, delivers, and captures value, and check the pieces are consistent with each other.

• /systems-languages-skills:campaign-brief

  Write a campaign brief with one audience, one message, one action, and a defined success measure.

• /systems-languages-skills:career-plan

  Build a career plan from a concrete target role, with the gaps named and evidence to be gathered.

• /systems-languages-skills:case-study

  Write a customer case study with the classic problem-solution-results arc and concrete, credible outcomes.

• /systems-languages-skills:changelog-from-diff

  Turn a diff or commit list into user-facing changelog entries that describe outcomes, not code.

• /systems-languages-skills:checklist-sop

  Turn a process into a clear checklist or standard operating procedure (SOP) anyone can follow without you.

• /systems-languages-skills:churn-investigation

  Investigate why customers are leaving, separating involuntary churn from genuine dissatisfaction.

• /systems-languages-skills:cold-email

  Write a short, specific cold outreach email that respects the reader's time and gives a real reason to reply.

• /systems-languages-skills:commit-message

  Write a clear conventional-commit message from a diff or a description of the change.

• /systems-languages-skills:compare-options

  Compare options against criteria that matter and end with a defensible recommendation.

• /systems-languages-skills:competitive-analysis

  Compare competitors on what buyers actually weigh, using only public information.

• /systems-languages-skills:content-calendar

  Plan a content calendar from real audience questions, at a cadence that can be sustained.

• /systems-languages-skills:content-outline

  Outline an article, course, or long piece so the structure is sound before you write a word.

• /systems-languages-skills:contract-review-checklist

  Extract the terms that matter from an agreement and flag deviations for a lawyer, without giving legal advice.

• /systems-languages-skills:convert-code

  Translate code from one language or framework to another, idiomatic to the target, with the tricky parts flagged.

• /systems-languages-skills:cost-optimization-review

  Review infrastructure and vendor spend for savings ranked by size, with the risk of each stated.

• /systems-languages-skills:cost-reduction-plan

  Find genuine cost reduction ranked by size and risk, distinguishing waste from capability being cut.

• /systems-languages-skills:course-outline

  Outline a course sequenced so each lesson is learnable when it arrives, ending in a real capability.

• /systems-languages-skills:cover-letter

  Draft a specific, honest cover letter matching your experience to a role, without cliches.

• /systems-languages-skills:critique

  Get honest, useful critical feedback on any piece of work, with strengths, weaknesses, and how to fix them. A quick /critique command.

• /systems-languages-skills:customer-feedback-synthesis

  Turn scattered feedback into ranked themes with evidence, separating loud voices from representative ones.

• /systems-languages-skills:customer-health-score

  Define a health score from behaviour that predicts churn, with thresholds that trigger action.

• /systems-languages-skills:customer-interview-synthesis

  Turn interview transcripts into findings with evidence, separating what people said from what they do.

• /systems-languages-skills:customer-persona

  Build a persona from evidence, capturing the job, the trigger, and the objection rather than demographics.

• /systems-languages-skills:dashboard-spec

  Specify a dashboard around the decisions it supports, with a small number of headline figures.

• /systems-languages-skills:data-analysis-plan

  Plan an analysis before touching the data, with the question, the method, and what would falsify the hypothesis.

• /systems-languages-skills:data-quality-audit

  Assess a dataset for the problems that would invalidate analysis, before anyone builds on it.

• /systems-languages-skills:data-to-insights

  Read a table or dataset and report what it actually shows: findings, not decoration, with honest caveats.

• /systems-languages-skills:database-schema

  Design a database schema from requirements with sensible tables, keys, relationships, indexes, and constraints.

• /systems-languages-skills:debug-error

  Diagnose an error methodically from the message, code, and context, with the most likely cause first.

• /systems-languages-skills:decision-brief

  Frame a decision with real options, the trade-offs, a recommendation, and what would change it.

• /systems-languages-skills:decision-matrix

  Build a weighted decision matrix to compare options against criteria and surface what the choice hinges on.

• /systems-languages-skills:decline-politely

  Say no clearly and kindly, to a request, invitation, or offer, without burning the relationship or over-explaining.

• /systems-languages-skills:delegate-to-agents

  Decide which parts of a workflow to hand to agents and which must stay with a person, by reversibility.

• /systems-languages-skills:design-api-integration

  Design an integration with a third-party API so its failures and changes stay contained.

• /systems-languages-skills:design-caching

  Design a caching layer with explicit invalidation, chosen for a specific access pattern rather than added generally.

• /systems-languages-skills:design-data-model

  Design a data model from access patterns and invariants, with the constraints that keep it correct.

• /systems-languages-skills:design-diagram

  Specify a technical diagram that answers one question at one level of abstraction.

• /systems-languages-skills:design-doc

  Write an engineering design doc that states the problem, weighs options, and lets reviewers approve or push back.

• /systems-languages-skills:design-experiment-program

  Set up a programme of experiments with a prioritised hypothesis backlog and honest decision rules.

• /systems-languages-skills:design-form

  Design a form with the fewest fields that works, clear labels, and errors that help.

• /systems-languages-skills:design-mcp-server

  Design an MCP server with tools an agent selects correctly and boundaries that keep it safe.

• /systems-languages-skills:design-notification-system

  Design notifications with a frequency budget, the right channel per message, and real user control.

• /systems-languages-skills:design-observability

  Decide what to log, measure, and trace for a service so failures are diagnosable without adding noise.

• /systems-languages-skills:design-pricing-experiment

  Test a pricing change safely, given that pricing tests affect real revenue and existing customers.

• /systems-languages-skills:design-slide-deck
• /systems-languages-skills:devils-advocate
• /systems-languages-skills:discovery-interview-guide
• /systems-languages-skills:dockerfile-generate
• /systems-languages-skills:elevator-pitch
• /systems-languages-skills:eli-expert
• /systems-languages-skills:email-professional
• /systems-languages-skills:escalation-policy
• /systems-languages-skills:estimate-work
• /systems-languages-skills:excel-formula
• /systems-languages-skills:exec-one-pager
• /systems-languages-skills:executive-summary
• /systems-languages-skills:explain-code
• /systems-languages-skills:explain-like-im-five
• /systems-languages-skills:explain
• /systems-languages-skills:extract-action-items
• /systems-languages-skills:faq-from-tickets
• /systems-languages-skills:faq-generator
• /systems-languages-skills:feature-prioritization
• /systems-languages-skills:feature-spec
• /systems-languages-skills:financial-forecast
• /systems-languages-skills:flashcards
• /systems-languages-skills:follow-up-email
• /systems-languages-skills:generate-pdf-document
• /systems-languages-skills:git-help
• /systems-languages-skills:goal
• /systems-languages-skills:headline-hooks
• /systems-languages-skills:hiring-plan
• /systems-languages-skills:improve-prompt
• /systems-languages-skills:improve
• /systems-languages-skills:incident-response-plan
• /systems-languages-skills:incident-status-update
• /systems-languages-skills:interview-prep
• /systems-languages-skills:interview-questions
• /systems-languages-skills:introduction-email
• /systems-languages-skills:investor-update
• /systems-languages-skills:job-description
• /systems-languages-skills:knowledge-base-article
• /systems-languages-skills:landing-page-copy
• /systems-languages-skills:launch-plan
• /systems-languages-skills:learning-plan
• /systems-languages-skills:linkedin-about
• /systems-languages-skills:linkedin-post
• /systems-languages-skills:literature-review
• /systems-languages-skills:market-sizing
• /systems-languages-skills:meeting-agenda
• /systems-languages-skills:meeting-minutes
• /systems-languages-skills:meeting-request-email
• /systems-languages-skills:mental-models
• /systems-languages-skills:metric-definition
• /systems-languages-skills:multi-agent-workflow
• /systems-languages-skills:name-suggestions
• /systems-languages-skills:negotiation-prep
• /systems-languages-skills:networking-email
• /systems-languages-skills:newsletter
• /systems-languages-skills:objection-handling
• /systems-languages-skills:okr-draft
• /systems-languages-skills:onboard-new-hire
• /systems-languages-skills:onboarding-flow
• /systems-languages-skills:one-on-one-agenda
• /systems-languages-skills:optimize-code
• /systems-languages-skills:orchestrator-prompt
• /systems-languages-skills:outline
• /systems-languages-skills:partnership-proposal
• /systems-languages-skills:performance-review
• /systems-languages-skills:plan-localization
• /systems-languages-skills:plan-migration
• /systems-languages-skills:plan-observability-rollout
• /systems-languages-skills:plan-platform-migration
• /systems-languages-skills:plan-rag-system
• /systems-languages-skills:plan-refactor
• /systems-languages-skills:plan
• /systems-languages-skills:positioning-statement
• /systems-languages-skills:postmortem-writeup
• /systems-languages-skills:pr-description
• /systems-languages-skills:pre-mortem
• /systems-languages-skills:press-release
• /systems-languages-skills:prfaq
• /systems-languages-skills:pricing-proposal
• /systems-languages-skills:prioritize-tasks
• /systems-languages-skills:procurement-brief
• /systems-languages-skills:product-description
• /systems-languages-skills:product-requirements-doc
• /systems-languages-skills:product-strategy
• /systems-languages-skills:promotion-packet
• /systems-languages-skills:prompt-optimization
• /systems-languages-skills:proofread
• /systems-languages-skills:pros-cons
• /systems-languages-skills:qbr-outline
• /systems-languages-skills:quarterly-okr-review
• /systems-languages-skills:quarterly-planning
• /systems-languages-skills:readme-write
• /systems-languages-skills:refactor-code
• /systems-languages-skills:reflect
• /systems-languages-skills:regex-builder
• /systems-languages-skills:release-announcement
• /systems-languages-skills:release-notes
• /systems-languages-skills:reminder-email
• /systems-languages-skills:reply-to-email
• /systems-languages-skills:repurpose-content
• /systems-languages-skills:request-email
• /systems-languages-skills:research-brief
• /systems-languages-skills:resume-bullets
• /systems-languages-skills:resume-summary
• /systems-languages-skills:review-accessibility
• /systems-languages-skills:review-data-privacy
• /systems-languages-skills:review-dependencies
• /systems-languages-skills:review-infrastructure
• /systems-languages-skills:review-my-code
• /systems-languages-skills:review-security
• /systems-languages-skills:rewrite-for-clarity
• /systems-languages-skills:rfc-proposal
• /systems-languages-skills:risk-analysis
• /systems-languages-skills:roadmap-draft
• /systems-languages-skills:root-cause-analysis
• /systems-languages-skills:run-company-standup
• /systems-languages-skills:sales-outreach-sequence
• /systems-languages-skills:second-order-thinking
• /systems-languages-skills:security-incident-response
• /systems-languages-skills:seo-article