rysweet/amplihack
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npx skills add https://github.com/rysweet/amplihackSkills in this repo
1Cybersecurity AnalystThe cybersecurity-analyst skill Cybersecurity Analyst Skill Purpose Analyze events through the disciplinary lens of cybersecurity applying rigorous security frameworks CIA triad defense-in-depth zero-trust threat modeling methodologies STRIDE PASTA VAST attack surface analysis and industry standards NIST ISO 27001 MITRE ATT CK to understand security risks identify vulnerabilities assess threat actors and attack vectors evaluate defensive controls and recommend risk mitigation strategies When to Use This Skill Security Incident Analysis Investigate breaches data leaks ransomware attacks insider threats Vulnerability Assessment Identify weaknesses in systems applications networks processes Threat Modeling Analyze potential attack vectors and threat actors for new systems or changes Security Architecture Review Evaluate design decisions for security implications and gaps Risk Assessment Quantify and prioritize security risks using frameworks like CVSS FAIR Compliance Analysis Assess adherence to security standards SOC 2 PCI-DSS HIPAA GDPR Incident Response Planning Design detection containment eradication and recovery strategies Security Posture Evaluation Assess overall defensive ca.1.2kinstalls2Lawyer Analystlawyer-analyst is a structured legal-analysis agent skill from rysweet/amplihack that applies IRAC reasoning to contracts, privacy policies, terms of service, open-source licenses, and regulatory frameworks including GDPR, CCPA, and HIPAA. Developers use it to surface obligation gaps, intellectual property exposure, liability risks, and compliance gaps before signing agreements or publishing legal documents. The skill delivers legal information and analytical frameworks, not licensed legal advice, and explicitly directs teams to consult attorneys for binding decisions. Reach for lawyer-analyst during contract review, privacy policy drafting, regulatory assessments, or IP strategy discussions when you need systematic legal lenses before engineering or business commitments harden.657installs3Pptxpptx is an amplihack skill for creating and revising PowerPoint presentation files programmatically through an agent. It structures slides, applies layouts, and adds speaker notes suited to pitches, status reports, and stakeholder documentation. Developers reach for pptx when narrative content exists but the deliverable must be a .pptx deck instead of markdown or a web page, and when slide order, layout consistency, and presenter notes need agent-assisted drafting or batch updates across recurring reports.413installs4Psychologist Analystpsychologist-analyst is a Claude Code skill in rysweet/amplihack that applies behavioral psychology to user-facing prototypes before they ship. The skill evaluates navigation flows, microcopy, and interaction patterns for motivation gaps, excessive cognitive load, and patterns that undermine comprehension or trust. Rather than generating visual assets, it gives developers a structured critique lens grounded in how people perceive choices, process information, and form habits. Teams reach for psychologist-analyst when a feature works technically but feels confusing, when onboarding copy needs tightening, or when early wireframes need a psychology pass before engineering locks screen structure. It complements visual design skills by focusing on mental models, friction points, and behavioral nudges developers can translate into concrete UI changes.413installs5Mermaid Diagram Generatormermaid-diagram-generator is an amplihack skill that turns source code or written specifications into Mermaid diagram source for flowcharts, sequence diagrams, and architecture maps. Instead of hand-drawing diagrams that drift out of sync, developers get diagram code that renders in GitHub, Notion, and most markdown viewers and can be regenerated when the underlying system changes. The skill targets design review prep, README maintenance, and agent-to-agent handoffs where a shared visual model reduces miscommunication. Reach for mermaid-diagram-generator when you have working code or a spec and need publishable diagram syntax without opening a separate diagramming tool.408installs6Economist Analysteconomist-analyst is a Claude Code planning skill that brings macroeconomic lens to software product decisions. Before committing roadmap items or pricing changes, the skill evaluates how inflation, interest rates, labor markets, trade policy, and sector cycles could affect demand, costs, and buyer behavior. Product managers and technical leads reach for economist-analyst when scoping bets in uncertain economic climates—entering new markets, adjusting subscription tiers, or prioritizing cost-saving features. The skill outputs structured macro context summaries that inform go/no-go scoping rather than generating code or financial models.371installs7Learning Path Builderlearning-path-builder is an agent skill that creates structured onboarding curricula instead of leaving engineers to hunt ad-hoc tutorials. The skill generates sequenced learning paths with defined milestones, prerequisite ordering, and hands-on practice tasks tailored to target frameworks, internal codebases, or agent skill ecosystems. Developers reach for learning-path-builder when onboarding teammates to a new stack, documenting internal system ramp-up, or creating progressive skill acquisition plans for AI agent tooling. Output replaces scattered bookmark lists with a coherent progression from fundamentals through intermediate exercises to proficiency checkpoints. The skill fits engineering leads and platform teams who need repeatable ramp plans rather than one-off mentoring notes. learning-path-builder produces actionable study sequences engineers can follow independently while tracking milestone completion.314installs8Design Patterns Expertdesign-patterns-expert is an agent skill (version 1.0.0) that provides progressive-disclosure guidance on all 23 Gang of Four design patterns organized into five creational, seven structural, and eleven behavioral entries. It activates on pattern names, GoF categories, and problem phrases like plugin systems, undo mechanisms, or algorithm families, then recommends patterns only when at least two concrete current use cases exist per amplihack simplicity rules. Supporting files include reference-patterns.md for specifications, examples.md with ten production-ready scenarios, and antipatterns.md for misuse cases such as Singleton overuse or premature Visitor adoption. Developers reach for design-patterns-expert when refactoring services or reviewing pull requests and need pragmatic pattern matching—not pattern enthusiasm—across Factory Method, Strategy, Observer, Command, CQRS-adjacent structures, and related GoF solutions.312installs9Philosopher Analystphilosopher-analyst is an agent skill in rysweet/amplihack (version 1.0.0) that applies philosophy-backed frameworks—logic, epistemology, metaphysics, and critical analysis—to clarify concepts, evaluate arguments, and challenge hidden assumptions before engineering effort lands on ambiguous features. The SKILL.md targets conceptual analysis, validity and soundness checks, epistemological and ethical questions, philosophy-of-science method review, and political or mind-related presuppositions in product design. Developers reach for philosopher-analyst when a feature brief mixes vague terminology, when stakeholders debate ethics or fairness trade-offs, or when a roadmap item needs first-principles scrutiny instead of immediate implementation. The workflow catalogs common informal fallacies (ad hominem, straw man, false dichotomy, begging the question) and emphasizes separating valid structure from true premises. Use during scope refinement or design reviews with values sensitivity. Skip for routine bug fixes, syntax questions, or tasks needing only code generation without conceptual ambiguity.309installs10Storytelling Synthesizerstorytelling-synthesizer is a Claude Code agent skill (version 1.0.0) from rysweet/amplihack that turns fragmented technical inputs—pull request descriptions, commit histories, feature specs, and metrics—into audience-ready narratives using a 7-step synthesis workflow and Problem-Solution-Impact-Hook structure. The skill bundles 7 files including SKILL.md, README.md, and QUICK_REFERENCE.md, and ships 4 narrative templates for 5–10 minute demo scripts, 1,500–3,000 word blog outlines, 20–45 minute presentation decks, and customer value propositions. Developers reach for storytelling-synthesizer when a feature is built but still needs README copy, release notes, launch posts, demo scripts, or stakeholder updates distilled from git artifacts rather than written from scratch. Output spans 8 formats—including elevator pitches, social snippets, and investor narratives—with audience-specific adaptations for engineers, PMs, executives, and customers, plus a 12-point verification checklist to validate hooks, metrics, and pacing before publishing.301installs11Documentation Writingdocumentation-writing is a Claude Code skill focused on producing and maintaining amplihack project documentation. It guides agents to write clear README files, API references, operational runbooks, and contributor guides that capture setup steps, service contracts, and day-two procedures. The skill is meant to keep documentation accurate as repositories change, reducing onboarding friction and preventing drift between implemented behavior and published instructions. Developers reach for documentation-writing when amplihack modules need structured docs for new endpoints, environment setup, release steps, or contribution workflows instead of ad hoc markdown patches.297installs12Political Scientist Analystpolitical-scientist-analyst is a stakeholder analysis skill from rysweet/amplihack that applies political-science framing to engineering and product decisions. It evaluates which groups gain or lose from a proposal, where veto power sits, what adoption friction blocks rollout, and which coalitions could form around or against a change. Developers and tech leads reach for political-scientist-analyst when pitching internal platform migrations, API policy changes, org-wide tooling, or feature rollouts that depend on cross-team buy-in rather than code correctness alone.283installs13Novelist Analystnovelist-analyst is an agent skill from rysweet/amplihack for turning unstructured narrative input into actionable product intelligence. It analyzes user stories, long-form prose, interview transcripts, or creative briefs to surface recurring themes, implied personas, risk flags, and build implications. Developers and PM-adjacent engineers reach for novelist-analyst when requirements arrive as stories rather than tickets—especially before sprint planning or architecture decisions. The skill helps agents read between lines of narrative text and output structured findings that inform backlog prioritization, edge-case discovery, and scope boundaries without jumping straight to code.281installs14Knowledge Extractorknowledge-extractor is an amplihack skill (version 1.0.0) that turns ephemeral Claude sessions into persistent engineering knowledge. It classifies learnings into three types: discoveries with root-cause analysis for DISCOVERIES.md and the Kuzu memory backend via store_discovery(), reusable patterns for PATTERNS.md after proven repeat use, and agent-creation proposals when a workflow repeats twice and saves 30+ minutes. A five-step extraction process analyzes the session, recognizes patterns, structures entries, integrates them into memory or agent files, and validates quality with specificity checklists. Developers invoke it at session end, after complex debugging, or following failed attempts so the next engineer—or agent—retrieves prior fixes instead of rediscovering them. Integration points include document-driven development, pre-commit CI learnings, and automatic session-reflection hooks.272installs15Physicist Analystphysicist-analyst is version 1.0.0 in rysweet/amplihack's amplifier-bundle. The persona analyzes events through fundamental physics—conservation of energy, momentum, and mass; thermodynamics; electromagnetism; and relativity—plus dimensional analysis and systems dynamics. Documented invocation scenarios include energy systems analysis, technology feasibility assessment, complex systems with feedback loops, climate physics, infrastructure engineering, information-theoretic limits, and distinguishing hard physical constraints from economic or engineering challenges. Outputs emphasize quantitative models, efficiency limits, scaling laws, and emergent properties rather than anecdotal opinions. Developers reach for physicist-analyst inside amplihack when assessing whether proposed systems respect physical limits, how energy flows behave, or how designs scale across orders of magnitude before writing implementation code.266installs16Chemist Analystchemist-analyst is version 1.0.0 in rysweet/amplihack's amplifier-bundle skills catalog. The persona applies atomic theory, bonding, thermodynamics, kinetics, and analytical methods including spectroscopy, chromatography, and mass spectrometry to evaluate chemical processes, material properties, reaction pathways, and synthesis plans. Documented use cases span reaction analysis, multi-step synthesis planning, material characterization, safety assessment, drug-development context, quality control, and forensic chemistry. The skill integrates with sibling analyst personas such as physicist, biochemist, materials scientist, and environmental scientist for cross-disciplinary reasoning. Developers invoke chemist-analyst inside amplihack-compatible agents when a chemistry-framed investigation is more rigorous than generic brainstorming for process optimization, material behavior, or chemical feasibility questions.265installs17Computer Scientist Analystcomputer-scientist-analyst is an amplihack agent skill at version 1.0.0 that evaluates technical proposals through a computer science lens spanning computational complexity, algorithms, data structures, systems architecture, information theory, and software engineering trade-offs. It activates for technology feasibility, algorithm design, scalability analysis, performance bottlenecks, security assessment, and data integrity reviews, producing structured insights on tractability, invariants, edge cases, and systemic risks before implementation sprints begin. Developers reach for computer-scientist-analyst when a feature spec, API design, or data model needs rigorous stress-testing inside rysweet/amplihack workflows instead of informal gut checks. The skill encodes step-by-step analytical rubrics and expandable frameworks for architecture, algorithms, and computational limits, making it a pre-build gate for teams who want formal reasoning documented alongside product decisions.263installs18Docxdocx is an agent skill in rysweet/amplihack for comprehensive Word document creation, editing, and analysis. It treats .docx files as ZIP archives of OOXML XML, routing new documents through docx-js JavaScript generation and edits through Python Document library scripts with unpack.py and pack.py helpers. Reading uses pandoc --track-changes=all for markdown extraction; the redlining workflow batches tracked changes in groups of three to ten edits, preserving RSIDs and minimal precise replacements in word/document.xml. Reference guides docx-js.md (~500 lines) and ooxml.md (~600 lines) define formatting rules agents must read fully before generation or OOXML edits. Developers reach for docx when stakeholders need .docx reports, specs, memos, or contract redlines from amplihack or agent outputs rather than plain markdown, especially for legal, academic, or business documents requiring tracked changes.261installs19Journalist Analystjournalist-analyst is a skill in rysweet/amplihack that deploys a journalist-analyst agent to turn unstructured inputs into verified research outputs. The workflow covers interviewing sources, cross-checking claims, assembling balanced briefs, and formatting citation-aware memos suitable for product or market discovery decisions. Product managers and engineers use it when raw notes, competitor chatter, or stakeholder quotes need structured synthesis before roadmap bets. Unlike generic summarizers, the skill emphasizes verification and balanced framing so downstream PRDs or strategy docs rest on traceable evidence.255installs20Roadmap Strategistroadmap-strategist is a strategic planning skill from rysweet/amplihack that acts as an expert roadmap manager for projects. It creates and updates roadmaps, sets goals and milestones, checks alignment with objectives, and recommends sequencing with explicit tradeoffs and measurable checkpoints. The skill activates when teams discuss strategic direction, quarterly planning, or whether current work stays on track for stated goals. Developers and engineering leads reach for roadmap-strategist when they need a structured, defensible roadmap document rather than an unstructured backlog sort.255installs21Socratic Reviewsocratic-review from rysweet/amplihack is a Socratic code review skill that replaces direct critique with probing questions based on Feynman's principle that teaching reveals gaps in understanding. Instead of telling developers what is wrong, the skill asks questions that help them articulate reasoning, surface hidden assumptions, and discover issues themselves during PR or design review. It is user-invocable with auto-activation priority 3 on keywords including socratic review, question my code, help me understand my code, and dialogue review. Allowed tools are Read, Grep, Glob, Bash, Task, and AskUserQuestion. Developers reach for socratic-review before merge when they want a dialogue-driven review that exposes missing edge cases, unstated risks, or unclear design rationale without prescriptive fix lists.254installs22Microsoft Agent Frameworkmicrosoft-agent-framework is an agent-scaffolding skill for developers adopting Microsoft's Agent Framework within amplihack-based projects. The skill guides setup of agents with structured tool orchestration, persistent state handling, and patterns intended to survive deployment rather than staying as local prototypes. Developers reach for microsoft-agent-framework when they need a consistent blueprint for connecting framework tools, managing agent state across turns, and aligning agent code with production deployment expectations. The skill sits in the build phase as teams move from ad-hoc LLM scripts toward maintainable agent services.251installs23Biologist Analystbiologist-analyst is a Claude skill from rysweet/amplihack that provides a biology and life-sciences analyst perspective during proposal review. The skill surfaces ecological, health, and scientific risks that amplihack consensus voting should weigh before implementation begins. Developers reach for biologist-analyst when multi-agent review pipelines need domain expertise on biotech, environmental, or health-science proposals. It complements other analyst personas in amplihack by flagging consensus gaps around scientific validity and ecological impact. Use it during pre-build proposal gates where life-sciences assumptions could invalidate downstream architecture.247installs24Code Smell Detectorcode-smell-detector is an amplihack quality skill that analyzes diffs and changed files for structural problems that inflate maintenance cost. The skill flags long methods, duplicated logic, tight coupling between modules, and unreachable dead paths, then ranks findings so reviewers address the highest-impact refactors first. Engineering teams reach for code-smell-detector before merge or release when automated linting misses architectural debt visible only in change scope. Output is prioritized refactor guidance suitable for pull request comments, pre-merge checklists, and release readiness reviews rather than greenfield feature design.241installs25Engineer Analystengineer-analyst is an amplihack planning skill that evaluates proposed work through an engineering feasibility lens before autonomous agents finalize implementation plans. The skill stress-tests architecture assumptions, estimates complexity hotspots, maps dependency risks, and surfaces scope tradeoffs that product briefs often omit. Engineering leads and agent orchestrators reach for engineer-analyst when amplihack or similar agents are about to commit to a build plan and the team needs a reality check on technical viability. Output informs go/no-go scope decisions, phased delivery options, and dependency ordering rather than writing production code directly.241installs26Investigation Workflowinvestigation-workflow is a Claude Code skill from rysweet/amplihack (version 2.0.0) that enforces a systematic six-phase investigation recipe for understanding existing systems, codebases, and architectures. Unlike implementation workflows, it optimizes for exploration: scope definition, exploration strategy, parallel deep dives, verification, synthesis, and knowledge capture. The skill normally runs as a sub-recipe via dev-orchestrator and smart-orchestrator, but supports standalone invocation through the amplihack recipe runner with a 4000-token budget. Developers reach for investigation-workflow when production bugs, CI failures, or architecture questions need structured hypothesis testing instead of ad hoc file reading. Phase 3 deploys parallel architect, patterns, and security agents; Phase 4 validates understanding through practical verification; Phase 6 stores discoveries via amplihack.memory.discoveries and updates PATTERNS.md. Direct invocation requires running amplifier-bundle/recipes/investigation-workflow.yaml—manual phase following is explicitly discouraged because the recipe runner enforces ordering and quality gates.240installs27Sociologist AnalystUses sociologist-analyst framing in amplihack to research markets and communities: interpret group behavior, norms, and adoption dynamics so product ideas reflect how social context shapes demand and trust.237installs28Xlsxxlsx is a Claude Code skill integrated into rysweet/amplihack from the Anthropic document-skills library for spreadsheet creation, editing, and analysis. The skill triggers when a spreadsheet file is the primary input or output—adding columns, computing formulas, formatting cells, building charts, cleaning malformed tabular data, or converting between .xlsx, .xlsm, .csv, and .tsv formats. Developers reach for xlsx when operational reports, pricing models, or customer lists need agent-assisted edits without building a separate data pipeline. The workflow chooses pandas for data manipulation and openpyxl for formulas and formatting, then mandates running scripts/recalc.py to recalculate formulas because openpyxl stores formulas as strings without computed values. Deliverables are spreadsheet files, not Word documents, HTML reports, or database ETL scripts. The skill fits engineers who need quick tabular fixes during sprint operations, finance reviews, or export cleanup tasks embedded in a Claude Code session.237installs29Backlog CuratorCurates development backlogs inside amplihack agent workflows by prioritizing tickets, removing duplicates, tightening acceptance criteria, and retiring obsolete items. Keeps autonomous agents focused on well-defined, high-value tasks instead of vague or conflicting backlog noise during iterative builds.236installs30Pm ArchitectPM-architect is an amplihack skill for product management architecture: defining scope slices, milestones, dependencies, and delivery topology before build. It guides agents to turn goals into bounded releases, clarify ownership, and prevent over-scoped backlogs by anchoring decisions to measurable outcomes and realistic sequencing.235installs31Historian AnalystConfigures a historian-analyst agent persona that mines repositories, docs, and conversation history to produce chronological narratives, decision maps, and evidence-backed summaries that guide validation, scoping, and early prototyping in amplihack workflows.233installs32Urban Planner AnalystUrban-planner-analyst is an amplihack persona skill applying planning and systems-layout thinking to software, data, and user ecosystems. It helps teams discover structural constraints, traffic patterns, and scaling corridors during ideation so later architecture and roadmap choices reflect how the whole environment functions, not isolated features.233installs33Code VisualizerThe code-visualizer skill from rysweet/amplihack transforms raw source into readable structural visuals—dependency graphs, sequence sketches, and module maps—so builders can see how components connect before editing. It targets documentation-heavy build work where diagrams reduce review friction and prevent accidental coupling during refactors.232installs34Debate WorkflowThe debate-workflow skill sets up multi-role agent debates where proponents and critics argue solutions before a judge synthesizes a decision. It strengthens agentic build sessions for SaaS and autonomous agents by pressure-testing architecture, APIs, and risky implementation paths early.230installs35Futurist AnalystFuturist-analyst synthesizes emerging technology, social, and regulatory signals into discovery briefs that highlight whitespace, threats, and long-horizon bets.227installs36Environmentalist AnalystOffers an environmentalist analyst persona for amplihack multi-agent deliberation, reviewing plans for sustainability, resource consumption, and ecological side effects. Surfaces environmental externalities during scope validation so consensus outcomes account for long-term impact, not only short-term delivery.224installs37Meeting SynthesizerTransforms raw meeting transcripts or rough notes into structured summaries with decisions, risks, and owned action items. Fits agent, CLI, and SaaS workflows where teams need fast, repeatable post-meeting documentation and follow-up tracking.220installs38Skill Builderskill-builder from rysweet/amplihack guides creation of production-ready Claude Code skills: naming, triggers, folder layout, references, and scripts so custom capabilities install consistently and agents invoke them at the right moments during coding tasks.219installs39Pr Review AssistantThe pr-review-assistant skill augments human code review by analyzing pull request diffs, summarizing intent and risk, proposing actionable review comments, and evaluating merge readiness against tests and conventions. It is designed for ship-stage review on SaaS, API, and CLI repositories where faster, more consistent GitHub PR scrutiny reduces defects escaping into production.217installs40Epidemiologist AnalystDomain persona skill that channels epidemiology expertise for analyzing disease surveillance data, transmission patterns, and population health indicators. Useful in early research threads for interpreting case counts, testing positivity, hospitalization trends, and study limitations with rigorous, caution-aware public-health reasoning rather than generic data commentary.215installs41Context ManagementHandles context management for amplihack autonomous agents, deciding what conversation history, files, and summaries each analyst receives within token limits. Reduces drift and hallucination by pruning stale state, refreshing critical artifacts, and keeping multi-agent votes aligned on the same facts.161installs42Model Evaluation BenchmarkModel-evaluation-benchmark runs structured task suites and metrics—accuracy, latency, cost, and regressions—to gate AI and agent releases before they reach users.150installs43Goal Seeking Agent PatternDocuments and implements the goal-seeking agent pattern: decompose a target outcome, select tools, execute steps, evaluate progress, and loop until success or limits. Provides a reusable architecture for autonomous Claude agents with explicit success criteria, failure handling, and iteration control instead of unstructured multi-turn improvisation.148installs44Poet AnalystUses a poet-analyst lens in amplihack to refine audience-facing narrative: shape voice, metaphor, and emotional hooks that make value propositions memorable for landing pages, campaigns, and early positioning work.148installs45Azure DevopsThe azure-devops skill integrates Claude Code with Microsoft Azure DevOps for pipelines, repositories, boards, and release automation. It enables teams building SaaS or API products to orchestrate CI/CD, track work items, and manage pull-request workflows without leaving the coding agent session.146installs46Email DrafterEmail-drafter accelerates polished lifecycle, sales, and support messages with reusable templates, clear CTAs, and tone control for ongoing customer communication.146installs47Session LearningSession-learning is an amplihack skill that distills takeaways from agent or developer sessions into durable notes, patterns, and workflow updates. It supports ongoing iteration by recording decisions, failures, and fixes so later sessions start smarter and organizational knowledge compounds instead of resetting each time.144installs48Lsp SetupCovers LSP setup for amplihack environments: install and configure language servers, connect editor or agent clients, tune workspace roots and file watchers, and verify diagnostics, completion, and navigation work reliably across multi-language repositories.143installs49Ethicist AnalystDeploys an ethicist analyst persona in amplihack reviews to examine fairness, harm, privacy, and accountability risks in proposed agent behaviors. Raises ethical constraints during scope validation so consensus voting rejects or mitigates unsafe designs before autonomous tooling acts on users or data.139installs50Anthropologist AnalystThe anthropologist-analyst skill applies an ethnographic analyst persona to interpret user behavior, language, and social context for early product decisions. It helps teams discover who the audience is, what they value, and which problems merit validation before build work begins.138installs51Mcp ManagerMCP-manager helps configure and operate Model Context Protocol servers—discovering tools, validating schemas, handling auth, and keeping agent integrations reliable in production builds.137installs52Test Gap Analyzertest-gap-analyzer from rysweet/amplihack audits a codebase for testing holes: it correlates implementation surface area with existing unit, integration, and e2e coverage, ranks risk, and proposes targeted tests so shipping teams fix blind spots before regressions reach users.136installs53Dynamic DebuggerThe dynamic-debugger skill supports live runtime investigation of bugs across SaaS, API, and CLI codebases using breakpoints, traces, and targeted instrumentation. It fits ship-phase testing when teams must reproduce failures, inspect state at runtime, and confirm fixes before production launch.132installs54Indigenous Leader AnalystPersona skill emulating indigenous leadership analysis for early-stage discovery around policy, land stewardship, community programs, and stakeholder communications. Helps teams stress-test assumptions, honor governance contexts, and refine audience understanding before building features or campaigns that affect indigenous communities and partners.132installs55Workflow EnforcementBuild-phase skill that hardens autonomous agent workflows: mandatory step order, guardrail checks, checklist gates, and recovery prompts so coding agents follow consistent procedures across CLI and agent environments before changes ship.131installs56Consensus VotingImplements consensus voting for amplihack agent ensembles, aggregating opinions from specialist analysts into one actionable outcome. Defines vote collection, weighting, quorum, and tie-break behavior so autonomous workflows resolve disagreement transparently instead of silently picking a single persona.129installs57Multi RepoEnables amplihack agents to work across multiple repositories: discover related repos, preserve context between them, coordinate patches and PRs, and follow safe patterns for polyrepo and monorepo development.129installs58Philosophy Compliance WorkflowThe philosophy-compliance-workflow skill audits code, configuration, and docs against a project's declared engineering philosophy—simplicity rules, layering conventions, and process norms—during ship-stage review. It helps agent and human reviewers catch drift before merge, keeping SaaS and API codebases aligned with amplihack-style quality standards rather than only passing superficial lint checks.128installs59Work DelegatorWork-delegator from rysweet/amplihack teaches Claude Code how to break complex requests into delegatable units, assign them to specialized subagents, and coordinate results without losing context or duplicating effort.128installs60Session ReplayGuides amplihack operators to use session replay for post-launch debugging: reconstruct user paths, tie UI errors to behavior, and produce reproducible fixes for broken flows in production web apps.127installs61Dependency ResolverThe dependency-resolver skill troubleshoots package and library conflicts in backend and CLI projects, analyzing version constraints, lockfiles, and transitive trees. It helps builders restore clean installs and compatible stacks for SaaS APIs and services without manual guesswork during integration.126installs62Eval Recipes RunnerThe eval-recipes-runner skill from rysweet/amplihack executes predefined evaluation recipes for AI agents and LLM workflows, turning subjective output quality into repeatable tests. It supports shipping safer agent features by benchmarking versions, surfacing regressions, and standardizing QA before release.126installs63N Version WorkflowThe n-version-workflow skill implements a best-of-N development pattern where agents produce several independent implementations, evaluate them against explicit criteria, and advance the strongest result. It targets build-stage agent-tooling for SaaS, API, and autonomous agent projects that benefit from exploration before convergence, similar to n-version programming adapted for LLM-driven delivery.126installs64Outside In TestingOutside-in-testing guides acceptance tests from user journeys and external contracts inward, ensuring shipped features match real behavior across frontend, API, and mobile surfaces.126installs65Workstream CoordinatorWorkstream-coordinator organizes concurrent build lanes into a shared plan with explicit dependencies, statuses, and next actions. It prevents duplicate work and late integration surprises when multiple contributors or agents tackle related scopes in parallel.126installs66Default WorkflowThe default-workflow skill encodes amplihack’s baseline operating procedure for agents and humans: how to intake work, break it down, implement, verify, and close out. It is a build-phase PM utility that cuts variance between sessions and makes progress auditable without reinventing process each time.125installs67Github Copilot Cli ExpertThe github-copilot-cli-expert skill from amplihack teaches practitioners how to wield GitHub Copilot CLI effectively for terminal-first development and light agent automation. It covers configuration, prompting tactics, repository context, and troubleshooting so Copilot suggestions stay relevant across edits, scripts, and multi-step tasks. Teams in active build phases use it to reduce friction when pairing human direction with CLI copilots instead of fighting opaque errors or shallow completions.125installs68Smart TestEquips amplihack to run smart-test workflows before ship: identify high-risk areas, author targeted automated tests, validate regressions, and tighten release confidence across APIs, agents, and SaaS surfaces.125installs69Cascade Workflowcascade-workflow from rysweet/amplihack models staged agent pipelines: planner to implementer to reviewer chains with explicit checkpoints. It helps teams replace monolithic prompts with dependable cascades that preserve context, enforce quality gates, and scale complex coding tasks.124installs70Module Spec GeneratorThe module-spec-generator skill from rysweet/amplihack turns rough feature ideas into formal module specifications with clear interfaces, dependencies, acceptance tests, and ownership. It is meant for validate-stage scoping when teams need a shared contract before agents or engineers write code, cutting ambiguity-driven rework across SaaS, API, and agent projects.124installs71Work Iqwork-iq from rysweet/amplihack evaluates day-to-day engineering execution: it reviews how tasks are framed, prioritized, and closed, highlights friction and ambiguity, and suggests iterative improvements so operating teams raise delivery IQ without rewriting the whole process.124installs72Dotnet InstallThe dotnet-install skill provisions pinned .NET SDKs and runtimes for amplihack development and agent execution, eliminating version drift that breaks builds. It is agent-tooling focused setup work that ensures local machines and automated environments share the same compiler baseline before backend or CLI compilation begins.123installs73Github Copilot SdkSkill for integrating the GitHub Copilot SDK into amplihack agent projects: client setup, authentication, request orchestration, and embedding Copilot-powered suggestions, chat, and code actions into custom assistants, extensions, and terminal workflows.123installs74Remote WorkThe remote-work skill codifies practical distributed-team operating practices including async communication templates, documentation-first handoffs, focus scheduling, and meeting discipline for long-running iteration. It helps operators of SaaS, CLI, and content projects sustain velocity without co-location by continuously refining workflows rather than treating remote habits as one-time setup.123installs75Dotnet10 Pack ToolThe dotnet10-pack-tool skill automates .NET 10 packaging for amplihack—metadata, versioning, and NuGet-ready outputs—so libraries and CLI tools can be published reliably. It targets integration work where correct package manifests and repeatable pack pipelines prevent broken downstream installs.122installs76PdfThe pdf skill in rysweet/amplihack provides agent-guided PDF document operations including extraction, editing, merging, splitting, and formatted export generation. It supports build-stage documentation workflows for content products, SaaS reporting features, and CLI automation where PDFs are standard deliverables for specs, invoices, and customer-facing artifacts.121installs77Ultrathink OrchestratorUltrathink-orchestrator is an amplihack skill that coordinates deep, multi-pass agent reasoning across personas and tools during build. It decomposes hard problems, routes subtasks to specialists, enforces critique cycles, and consolidates conclusions into implementation-ready guidance for complex agentic workflows.121installs78Claude Agent Sdkclaude-agent-sdk under rysweet/amplihack adapts Anthropic’s Agent SDK to amplihack’s conventions: skill registration, orchestration hooks, and repo layout that keep SDK-based agents consistent with cascade workflows and expert guardrails in the same monorepo.114installs79Shadow TestingShadow-testing is an amplihack skill for validating implementations in shadow or parallel environments before launch. It helps teams mirror production conditions, compare old versus new behavior, catch regressions early, and define pass criteria so releases proceed only after evidence-backed confidence rather than unit tests alone.114installs80Authenticated Web ScraperClaude Code skill from rysweet/amplihack for building authenticated web scrapers that reliably access protected pages. It guides session and credential handling, cookie persistence, and extraction patterns for agents, APIs, and automation jobs pulling data from login-gated sites.113installs81Github Copilot CliSkill for working with GitHub Copilot CLI in terminal sessions: prompting for shell commands, inline code changes, and repository-aware assistance. Bridges Copilot’s CLI UX with Claude Code workflows so developers can combine terminal copilot suggestions, git operations, and scripted automation without leaving the command line.111installs82Aspireaspire in rysweet/amplihack guides agents through Microsoft .NET Aspire: app host projects, service wiring, containers, and observability hooks for cloud-native backends. It bridges amplihack automation with Aspire’s opinionated local-to-cloud development loop for APIs and SaaS services.109installs83MarkitdownMarkitdown converts PDFs, Office documents, HTML, and attachments into structured Markdown for documentation sites, RAG corpora, and agent workflows during build.108installs84Self Improving Agent Builderself-improving-agent-builder is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.105installs85Multitaskmultitask is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.104installs86Gh Aw Adoptiongh-aw-adoption is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.101installs87Awesome Copilot Syncawesome-copilot-sync is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.100installs88Dotnet Exception Handlingdotnet-exception-handling is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.96installs89Pre Commit Managerpre-commit-manager is a Claude Code skill for git & pull requests. It helps solo builders move faster with AI-assisted development.93installs90E2e Outside In Test Generatore2e-outside-in-test-generator is a Claude Code skill for testing & qa. It helps solo builders move faster with AI-assisted development.86installs91Agent Generator Tutoragent-generator-tutor is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.85installs92Dev Orchestratordev-orchestrator is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.83installs93Quality Auditquality-audit is a Claude Code skill for security. It helps solo builders move faster with AI-assisted development.81installs94Azure Devops Cliazure-devops-cli is a Claude Code skill for devops & ci/cd. It helps solo builders move faster with AI-assisted development.76installs95Silent Degradation Auditsilent-degradation-audit is a Claude Code skill for security. It helps solo builders move faster with AI-assisted development.75installs96Azure Adminazure-admin is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.73installs97Githubgithub is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.72installs98Transcript Viewertranscript-viewer is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.60installs99Fleetfleet is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.55installs100Oxidizer Workflowoxidizer-workflow is a Claude Code skill for automation & workflows. It helps solo builders move faster with AI-assisted development.54installs101Fleet Copilotfleet-copilot is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.52installs102Gh Work Reportgh-work-report is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.48installs103Code Atlascode-atlas is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.47installs104Qa Teamqa-team is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.47installs105Crusty Old Engineercrusty-old-engineer is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.46installs106Merge Readymerge-ready is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.46installs107Supply Chain Auditsupply-chain-audit is a Claude Code skill for security. It helps solo builders move faster with AI-assisted development.45installs108Workiq Wslworkiq-wsl is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.44installs109Gherkin Expertgherkin-expert is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.43installs110Tla Plus Experttla-plus-expert is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.40installs111Testing Codetesting-code is a Claude Code skill for testing & qa. It helps solo builders move faster with AI-assisted development.17installs112Analyzing Deeplyanalyzing-deeply is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.16installs113Architecting Solutionsarchitecting-solutions is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.16installs114Creating Pull Requestscreating-pull-requests is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.16installs115Researching Topicsresearching-topics is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.16installs116Reviewing Codereviewing-code is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.16installs117Setting Up Projectssetting-up-projects is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.16installs118Session To AgentReads a coding session transcript, extracts the primary goal, constraints, tools, and strategies, then generates a reusable goal-seeking agent with memory via the amplihack CLI. A developer uses it to productize a one-off session workflow into a re-runnable agent.1installs119Amplihackamplihack is an AI-powered development framework offering specialized agents and automated workflows for Claude Code. A developer uses it to coordinate purpose-built agents across their development tasks.0installs