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Generate Docker Compose configurations for multi-container applications with best practices

Dolt/DoltHub version-control toolkit for Claude Code, via the dolthub/dolt-mcp server. A version-control-surface skill + expert agents over a Dolt backend — diagnosing DoltHub visibility, taming server sprawl, auditing the graph, and recovering incidents — with a verb-class mutation gate that keeps destructive ops (push/merge/reset/branch-delete) recommend-only. Ships the beads (bd) task-tracker as use-case adapter #1 today; evolving to a dialect-invariant core with thin flavor adapters (Dolt/Doltgres/DoltLite/DumboDB). Formerly `beads-dolt`.

Knowledge base with semantic search, document storage, and automatic summarization. Perfect for domain-specific knowledge management.

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Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set. Use when asked to "organize the navigation", "information architecture", "how should content be structured", "sitemap", "nav redesign", "where should X live", or "content hierarchy".

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UI and UX reconnaissance — scan existing frontend routes, components, navigation, and flows to understand the current UX state before designing. Use when asked to "understand the current UI", "what UX patterns exist", "map the navigation", "what screens exist", or before starting any flow or wireframe work.

Usability review — evaluate an existing flow or UI against usability heuristics, flag friction points, and recommend fixes. Use when asked to "review the UX", "usability audit", "what's wrong with this flow", "UX feedback", "critique this design", or "why are users dropping off here".

Wireframe a screen — ASCII/text by default, or hand-drawn HTML when the user says sketch/whiteboard/graph-paper. Text mode: buildable spec for Form and Prism. HTML mode: self-contained file with graph-paper background, marker headlines, sticky notes, hatched chart placeholders.

Feedback synthesis — cluster support tickets, NPS verbatims, app store reviews, and churn surveys by theme, separate signal from noise, and produce an actionable insight report. Use when asked to "synthesize this feedback", "analyze support tickets", "what are users complaining about", "NPS analysis", "churn feedback synthesis", or "what's the feedback telling us".

Run a user interview — produce an interview guide and synthesize the output into an actionable insight report. Use when asked to "run a user interview", "synthesize these interview notes", "what do users actually want", "build a persona from this feedback", "find the JTBD in these transcripts", or "analyze this interview data".

Jobs-to-Be-Done analysis — given a product, user descriptions, transcripts, or tickets, produce a JTBD job map with switching forces analysis and opportunity ranking. Use when asked to "find the JTBD", "what jobs are users hiring us for", "job mapping", "what are users really trying to do", "JTBD framework", or "why are users switching".

User research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users. Use when asked to "what research exists", "review existing personas", "what do we know about our users", or before starting new research or synthesis work.

User segmentation and persona creation from mixed data sources — analytics, CRM, support tickets, reviews, or any combination. Use when asked to "build personas", "who are our users", "segment our users", "create user profiles", "define user archetypes", or "who is the target user".

Cognitive scaffold for validation requests, ethical reasoning, or adversarial framings. Calls harness_anti_deception on the ejentum MCP server to retrieve an integrity scaffold (deception pattern, integrity procedure, suppression vectors). Catches sycophantic capitulation, hallucination, and authority-driven softening. Requires ejentum-mcp and EJENTUM_API_KEY.

Cognitive scaffold for code generation, refactoring, or architecture tasks. Calls harness_code on the ejentum MCP server to retrieve a structured scaffold (failure pattern, procedure, correct-pattern example, verification step) the agent absorbs before generating. Requires ejentum-mcp and EJENTUM_API_KEY.

Cognitive scaffold for sharpening perceptions and observations across multi-turn context. Calls harness_memory on the ejentum MCP server to retrieve a perception scaffold (perception failure, detection procedure, suppression vectors) that sharpens an existing observation. Requires ejentum-mcp and EJENTUM_API_KEY.

Cognitive scaffold for analytical, planning, or multi-step decision tasks. Calls harness_reasoning on the ejentum MCP server to retrieve a structured scaffold (named failure pattern, executable procedure, suppression vectors, falsification test) the agent absorbs before generating. Requires ejentum-mcp and EJENTUM_API_KEY.

Generate production-grade engineering design diagrams (architecture, sequence, delta, drift) as self-contained dark-themed HTML files with accessible inline SVG. Grounds every diagram in real repo topology via DCI — package manifests, docker-compose, k8s, terraform, import graph.

Engineering team — 15 agents: Apex, Forge, Relay, Spine, Flux, Warden, Vigil, Prism, Cortex, Touch, Volt, Atlas, Lens, Proof, Pave

Manage environment configurations and secrets across deployments

Monitor and analyze application error rates

Professional financial modeling toolkit for Claude Code with auto-invoked Skills and Excel MCP integration. Build DCF models, LBO analysis, variance reports, and pivot tables using natural language.