Verifies the V-Model artifact graph: Epics, Features, ADRs, PLANs, Backlog, Wayfinder rows, code refs. Syntactic and semantic modes. Explicit user command for "consistency check", "graph check", "dead links", "orphan features", or before a release; routine enforcement runs via the pre-commit hook, not per phase.
Guides users through the V-Model workflow: takes stock of the project state, recommends the next phase skill, audits handoff state, and runs the Closing Handoff after a green security audit. Explicit user command for "where do I start", "what comes next", "wo bin ich gerade", "was kommt jetzt". Never for individual…
One entry point for repos that predate current DIA conventions: brownfield onboarding (existing codebase, legacy code, reverse engineer, we already have code) and legacy DIA upgrades (migrate v1/v2, upgrade DIA, FEATURE to FEAT, restructure backlog). Detects repo state, then runs a reverse walk, a script pass, or a…
SpecPilot project context, specifications, and development guidelines. Use to understand project architecture, requirements, and AI interaction history.
Version: 1.0.0 Target: .NET 8.0+ with Blazor Server/WebAssembly UI Library: Microsoft Fluent UI Blazor Components Purpose: Fast lookup for common Blazor patterns and best practices.
Answer devsandbox configuration and setup questions from the published documentation instead of from memory - which TOML key to set, what values it accepts, which file it belongs in, and how the files merge. Covers proxy mode, HTTP filtering, credential injection, content redaction, isolation backends…
Generates a self-contained Python experiment client that uses the ddtrace.llmobs SDK. Emits either a runnable .py script or a Jupyter .ipynb notebook matching the canonical DataDog reference notebook style. Use when the user says "generate Python experiment", "write an SDK experiment", "create a ddtrace experiment"…
Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured but traces are missing or instrumentation is not working.
Core guidelines and instruction pointers for the mysql-mcp server. Use when interacting with the mysql-mcp server, configuring tool filtering, using Code Mode (mysqlexecutecode), setting up database infrastructure, configuring observability, recovering from failures, or when you need to review its tools and…
Audit and fix GitHub repository health: rulesets vs CI alignment, branch hygiene, PR lifecycle, release automation flow, permission issues, and transient CI failures. Detects misconfigurations that cause PRs to hang, CI to fail silently, branches to accumulate, and releases to stall. Use when the user says 'PR stuck'…
Steganographic code watermarking for IP defense. Generates multi-layered fingerprints that survive AI rewrites, language changes, renaming, and clean-code passes. Produces timestamped cryptographic commitments for legal proof of authorship. Use when the user wants to watermark a codebase, protect IP, prove code…
Build and run an AI development loop — collects pipeline, iterations, checklist, skills via conversation, then generates and executes a staged claude -p loop.
Build Claude agents using TypeScript with the @anthropic-ai/claude-agent-sdk. Use this skill when implementing conversational agents, building tools for agents, setting up streaming responses, or debugging agent implementations. Covers the tool wrapping pattern, SDK initialization, agent architecture, and best…
Bump Android release versions in app/build.gradle.kts, generate localized Play release notes, run verification, optionally run headless emulator smoke validation, commit/tag/push, build a signed AAB, and optionally upload to Google Play Internal Testing. Use when asked to cut a release, bump major/minor/patch (or…