AbsolutelySkilled

Use this skill when measuring CSAT, NPS, resolution time, deflection rates, or analyzing support trends. It triggers on CSAT, NPS, resolution time, deflection rate, support metrics, trend analysis, support reporting, and any task requiring customer support data analysis or reporting.

Official meta repository README and usage documentation.

Use this skill for writing, reviewing, or structuring technical documentation for software projects, including API docs, tutorials, ADRs, runbooks, and READMEs. It covers documentation structure, writing style, audience analysis, and doc-as-code workflows for engineering teams.

Use this skill when designing OKR systems, writing performance reviews, running calibration sessions, creating PIPs, or building career ladders. It triggers on OKRs, performance reviews, calibration, PIPs, career ladders, leveling frameworks, feedback cycles, and any task requiring performance management system design.

Use this skill for Playwright e2e tests, debugging flaky tests, visual regression, API testing with request context, CI sharding, or automating browser interactions. It triggers on Playwright, page.route, storageState, toHaveScreenshot, trace viewer, codegen, test.describe, page object model, and any Playwright test automation or flaky test diagnosis task.

This skill assists in planning, executing, and recovering software projects, focusing on risk management, dependency tracking, and stakeholder communication. It covers project planning, risk assessment, status reporting, and critical path analysis.

Use this skill for SOC 2, HIPAA, or PCI-DSS compliance preparation, audits, or security control implementation. It triggers on compliance audits, security controls, risk assessment, and regulatory compliance planning.

Use this skill when performing exploratory data analysis, statistical testing, data visualization, or building predictive models. Triggers on EDA, pandas, matplotlib, seaborn, hypothesis testing, A/B test analysis, correlation, regression, feature engineering, and any task requiring data analysis or statistical inference.

Use this skill when implementing SRE practices, defining error budgets, reducing toil, planning capacity, or improving service reliability. Triggers on SRE, error budgets, SLOs, SLAs, toil automation, incident management, postmortems, on-call rotation, capacity planning, chaos engineering, and any task requiring reliability engineering decisions.

Use this skill for designing data warehouses, building star or snowflake schemas, implementing slowly changing dimensions (SCDs), writing analytical SQL for Snowflake or BigQuery, creating fact and dimension tables, or planning ETL/ELT pipelines for analytics. It triggers on topics like dimensional modeling, surrogate keys, conformed dimensions, warehouse architecture, data vault, and partitioning strategies.

Language instrumentation guides

Use this skill when designing database schemas, optimizing queries, creating indexes, planning migrations, or choosing between database technologies. It triggers on schema design, normalization, indexing strategies, query optimization, EXPLAIN plans, migrations, partitioning, replication, connection pooling, and any task requiring database architecture or performance decisions.

Use this skill when debugging applications using Chrome DevTools, lldb, strace, network tools, or memory profilers. It triggers on Chrome DevTools, debugger, breakpoints, network debugging, memory profiling, strace, ltrace, core dumps, and any task requiring systematic debugging with specialized tools.

Use this skill when creating conference talks, live coding demos, technical blog posts, SDK quickstart examples, or community engagement strategies. It triggers on developer relations, DevRel, developer experience, tech evangelism, talk proposals, CFP submissions, demo scripts, tutorial writing, hackathon planning, community building, and any task involving advocating a product or API to a developer.

Use this skill for designing SDKs, writing onboarding flows, creating changelogs, or authoring migration guides. It focuses on developer experience (DX), API ergonomics, SDK design, and covers the full DX lifecycle from first impression to long-term.

Use this skill for containerizing applications, writing Dockerfiles, deploying to Kubernetes, creating Helm charts, or configuring service mesh. It triggers on Docker, Kubernetes, k8s, containers, pods, deployments, services, ingress, Helm, Istio, container orchestration, and any task requiring container or cluster management.

Use this skill when deploying edge functions, writing Cloudflare Workers, configuring CDN cache logic, optimizing latency with edge-side processing, or building serverless-at-the-edge architectures. It triggers on edge functions, CDN rules, Cloudflare Workers, Deno Deploy, Vercel Edge Functions, Lambda@Edge, cache headers, geo-routing, and any task requiring computation close to the user.

Configuration reference for all vite.config.ts blocks

Use this skill when optimizing email deliverability, sender reputation, or authentication. It triggers on SPF, DKIM, DMARC setup, IP warm-up, bounce handling, reputation monitoring, inbox placement troubleshooting, and diagnosing why emails land in spam.

Public MCP discovery document for Xquik

Use this skill when designing email campaigns, building drip sequences, improving deliverability, or A/B testing email content. It triggers on email campaigns, drip sequences, newsletters, email deliverability, subject lines, email automation, segmentation, open rates, click-through rates, and any task requiring email marketing strategy or execution.

This skill is useful for designing engagement surveys, conducting pulse checks, building retention strategies, and improving organizational culture. It triggers on topics like employee engagement, eNPS, team health, and related improvement programs.

Use this skill when drafting offer letters, handling terminations, classifying workers, or creating workplace policies. Triggers on offer letters, termination process, contractor vs employee, workplace policies, employment agreements, severance, non-compete, and any task requiring employment law guidance or HR legal compliance.

Use this skill when designing event-driven systems, implementing event sourcing, applying CQRS patterns, selecting message brokers, or reasoning about eventual consistency. It triggers on tasks involving Kafka, RabbitMQ, event stores, command-query separation, domain events, sagas, compensating transactions, idempotency, message ordering, and any architecture where components communicate asynchronously.

Use this skill for translating Figma designs to code, interpreting design specs, ensuring visual fidelity, and streamlining designer-developer handoff. It's ideal for tasks involving Figma implementation, design-to-code, pixel-perfect replication, and converting design elements like auto layout to flexbox or component variants to props.

Use this skill when building financial models, DCF analyses, revenue forecasts, scenario analyses, or cap tables. Triggers on DCF, LBO, revenue forecasting, scenario analysis, cap tables, financial projections, valuation, unit economics, and any task requiring financial model design or analysis.

Use this skill for preparing financial reports like P&L statements, balance sheets, cash flow reports, board decks, and KPI dashboards. It triggers on any task requiring financial report preparation or presentation, including investor reporting.

Senior frontend engineering expertise for building high-quality web interfaces. Use this skill for writing, reviewing, or optimizing frontend code, focusing on web performance and accessibility.

Use this skill for designing and implementing game audio systems, including sound effects, adaptive music, spatial/3D audio, and middleware integration with FMOD or Wwise. It covers sound design, audio implementation, mixing, and optimization.

This skill is used for game balancing, including economy design, difficulty curves, progression systems, and reward schedules. It's applicable for tasks like resource management, XP curves, loot tables, difficulty scaling, player retention, and interpreting playtest data.

This skill helps implement game programming patterns like state machines for AI, object pooling for performance, event systems for communication, and the command pattern for input and replays. It triggers on topics such as game architecture, entity management, FSMs, object pools, and event systems.

Use this skill for advanced Git operations like rebase strategies, bisecting bugs, managing worktrees, configuring hooks, or handling complex merge scenarios. It triggers on interactive rebase, git bisect, worktrees, pre-commit hooks, cherry-pick, reflog recovery, stash management, and any advanced Git workflow.

Use this skill when designing viral loops, building referral programs, optimizing activation funnels, or improving retention. Triggers on growth loops, referral programs, activation funnels, retention strategies, viral coefficient, product-led growth, AARRR metrics, and any task requiring growth experimentation or optimization.

Use this skill when managing production incidents, designing on-call rotations, writing runbooks, conducting post-mortems, setting up status pages, or running war rooms. It triggers on incident response, incident commander, on-call schedule, pager escalation, runbook authoring, post-incident review, blameless retro, status page updates, war room coordination, severity classification, and any related task.

Use this skill when managing patents, trademarks, trade secrets, or open-source licensing. Triggers on intellectual property, patents, trademarks, trade secrets, open-source licensing, copyright, IP strategy, license compliance, and any task requiring IP protection or licensing decisions.

Use this skill for writing, reviewing, or improving internal engineering documents such as RFCs, design docs, and runbooks. It's ideal for drafting proposals, creating post-mortems, or enhancing existing documentation for clarity and completeness.

Use this skill when designing structured interviews, creating rubrics, building coding challenges, or assessing culture fit. Triggers on interview design, rubrics, scoring criteria, coding challenges, behavioral interviews, system design interviews, culture fit assessment, and any task requiring interview process design or evaluation criteria.

Use this skill for writing unit tests with Jest or Vitest, implementing mocking strategies, configuring test runners, or improving test coverage. It triggers on Jest, Vitest, describe/it/expect, mocking, vi.fn, jest.fn, snapshot testing, test coverage, and any JavaScript/TypeScript unit testing task.

Expert iOS development skill covering SwiftUI, UIKit, Core Data, App Store guidelines, and performance optimization. Use this skill when building, reviewing, or debugging iOS apps, including views, navigation, data persistence, animations, or submission preparation.

Use this skill when performing keyword research, search intent analysis, keyword clustering, SERP analysis, competitor keyword gaps, long-tail keyword discovery, or evaluating keywords for snippet opportunity, AI Overview presence, and tri-surface keyword reports. Covers organic (SEO), answer engine (AEO snippets/PAA), and AI citation (GEO AI Overviews/ChatGPT Search/Perplexity) surfaces.

Use this skill when designing help center architecture, writing support articles, or optimizing search and self-service. It triggers on knowledge base, help center, support articles, self-service, article templates, search optimization, content taxonomy, and any task requiring help documentation design or management.

Use this skill when defining ideal customer profiles, building scoring models, identifying intent signals, or qualifying leads. Triggers on lead scoring, ICP definition, scoring models, intent signals, MQL, SQL, lead qualification, BANT, and any task requiring lead prioritization or qualification framework design.

Use this skill for managing Linux servers, writing shell scripts, configuring systemd services, debugging networking, or hardening security. It triggers on tasks requiring Linux system administration, such as bash scripting, iptables, firewall, and process management.

Use this skill for load testing services, benchmarking API performance, capacity planning, and identifying bottlenecks under stress. It supports tools like k6, Artillery, JMeter, and various load and performance testing scenarios.

This skill assists with internationalization (i18n) and localization (l10n), covering translation workflows, RTL support, pluralization, ICU MessageFormat, and setting up i18n libraries.

Use this skill when installing, adding, or updating packages, checking latest versions, scaffolding projects with dependencies, or generating code that imports third-party packages. Triggers on npm install, pip install, cargo add, gem install, go get, dependency resolution, package management, module installation, crate addition, or any task requiring live version verification across npm, pip, Go.

Official project site with documentation

Use this skill when building production LLM applications, implementing guardrails, evaluating model outputs, or deciding between prompting and fine-tuning. Triggers on LLM app architecture, AI guardrails, output evaluation, model selection, embedding pipelines, vector databases, fine-tuning, function calling, tool use, and any task requiring production AI application design.