Agent Academy

Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.

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Skill 83

83resources
0roles
83SKILL.md files
0MCP servers

Top resources

Library · 83
SkillProduct and projects

competitive-landscape

Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps. Use this skill when evaluating competitors, assessing market positioning, identifying sustainable competitive advantages, or preparing competitive strategy analysis for a startup or investor pitch.

Sourcegithub.com/wshobson/agents/blob/main/plugins/startup-business-analyst/skills/competitive-landscape/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

context-driven-development

Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. Use when setting up a project, creating or updating product docs, managing a tech stack file, defining…

Sourcegithub.com/wshobson/agents/blob/main/plugins/conductor/skills/context-driven-development/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

gitops-workflow

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/gitops-workflow/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

helm-chart-scaffolding

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/helm-chart-scaffolding/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

k8s-manifest-generator

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/k8s-manifest-generator/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

k8s-security-policies

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/k8s-security-policies/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

market-sizing-analysis

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.

Sourcegithub.com/wshobson/agents/blob/main/plugins/startup-business-analyst/skills/market-sizing-analysis/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

multi-reviewer-patterns

Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.

Sourcegithub.com/wshobson/agents/blob/main/plugins/agent-teams/skills/multi-reviewer-patterns/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

parallel-debugging

Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.

Sourcegithub.com/wshobson/agents/blob/main/plugins/agent-teams/skills/parallel-debugging/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

parallel-feature-development

Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when…

Sourcegithub.com/wshobson/agents/blob/main/plugins/agent-teams/skills/parallel-feature-development/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

startup-financial-modeling

Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when creating financial projections, calculating burn rate or runway, modeling fundraising scenarios, or preparing investor-ready financials for a seed or Series A raise.

Sourcegithub.com/wshobson/agents/blob/main/plugins/startup-business-analyst/skills/startup-financial-modeling/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

startup-metrics-framework

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. Use this skill when defining a metrics framework, calculating CAC/LTV/burn multiple, benchmarking business health, or preparing metrics dashboards for investors or board reporting.

Sourcegithub.com/wshobson/agents/blob/main/plugins/startup-business-analyst/skills/startup-metrics-framework/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

task-coordination-strategies

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.

Sourcegithub.com/wshobson/agents/blob/main/plugins/agent-teams/skills/task-coordination-strategies/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

team-communication-protocols

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful…

Sourcegithub.com/wshobson/agents/blob/main/plugins/agent-teams/skills/team-communication-protocols/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

team-composition-analysis

Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when planning headcount, determining which roles to hire next, setting compensation or equity ranges, designing org structure, or building a hiring budget aligned to funding milestones.

Sourcegithub.com/wshobson/agents/blob/main/plugins/startup-business-analyst/skills/team-composition-analysis/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

team-composition-patterns

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type for each role to ensure agents have the tools they need, when configuring display modes (tmux, iTerm2, in-process) for a…

Sourcegithub.com/wshobson/agents/blob/main/plugins/agent-teams/skills/team-composition-patterns/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

track-management

Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

Sourcegithub.com/wshobson/agents/blob/main/plugins/conductor/skills/track-management/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

workflow-patterns

Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.

Sourcegithub.com/wshobson/agents/blob/main/plugins/conductor/skills/workflow-patterns/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

ad-manager

The ads consultant that becomes an ads agent. Reads paid-ad performance natively through the TikTok Ads connector, or via a build-connector Zapier connection for other ad platforms, explains in plain English what is working and what is burning money, recommends budget, targeting, and creative changes with the dollar impact of each, drafts new ad copy in the owner's voice plus Canva creative briefs, and — only after…

Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/small-business/skills/ad-manager/SKILL.md

No credentialsDoes not sendApache-2.0
SkillProduct and projects

ap-processor

Works the bill pile end to end: reads bills and vendor statements out of the AP inbox or from uploaded PDFs and phone photos, pulls out vendor, amount, due date, and line detail, codes each one to the right account and job, matches it against the purchase order and the receiving ticket, then stages the entries and a proposed payment run in QuickBooks, Xero, or NetSuite for the owner to approve in one pass. Nothing…

Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/small-business/skills/ap-processor/SKILL.md

No credentialsDoes not sendApache-2.0
SkillProduct and projects

brand-style

Sets and updates the owner's brand look and output preferences, which every page and document the plugin produces then follows automatically. Captures the brand from a pasted website link or a plain-words description — never a hex code, color picker, or upload — previews it on a sample page, asks how they want their outputs delivered (visual artifacts, Word docs, markdown, Notion pages, Canva Docs, or…

Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/small-business/skills/brand-style/SKILL.md

No credentialsDoes not sendApache-2.0
SkillProduct and projects

build-agent

Turns a task the owner keeps doing by hand into a named, reusable skill they can trigger by name or put on a schedule. Watches them do it once or listens to them describe it, works out what varies and what stays fixed, writes the skill with approval checkpoints in the right places, registers it with the router, and shares it with the team. This is how a business gets a workflow nobody shipped for them. Use this…

Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/small-business/skills/build-agent/SKILL.md

No credentialsDoes not sendApache-2.0
SkillProduct and projects

build-connector

Gets Claude talking to a tool nobody built an official connector for. Works out what the system is, checks the Claude connector directory for an existing connector first, and when there isn't one connects the tool through Zapier — never by hand-building against a raw API — with credentials handled safely and approval gates on anything that writes. This is what turns "my ERP isn't supported" into an afternoon. Use…

Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/small-business/skills/build-connector/SKILL.md

No credentialsDoes not sendApache-2.0
SkillProduct and projects

business-pulse

Produces a one-page cross-functional business snapshot for SMB owners — cash position (the ledger: MYOB, NetSuite, QuickBooks, Xero, or Zoho Books), sales trend (PayPal/Square/Stripe), pipeline movement (HubSpot), this week's commitments (Calendar), urgent watch-list items (Gmail or M365, Slack), and the single most important thing needing attention today. Proactively tries every available connector and gracefully…

Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/small-business/skills/business-pulse/SKILL.md

No credentialsDoes not sendApache-2.0