diffbot-automation
Automate Diffbot tasks via Rube MCP (Composio). Always search tools first for current schemas.
agentprivacy-story-diffusion
Story fracture and principle convergence methodology for 0xagentprivacy idea propagation. Activates when discussing how a single technical concept appears as different narratives across grimoires, designing multi-frame explanations for the same principle, or building organic trust graph formation through narrative variation. Triggers: "story fracture", "principle convergence", "narrative variation", "multi-frame", "idea propagation", "diffusion strategy", "different audiences".
Competitive Design Intel
Automated competitive design analysis workflow that orchestrates brand research, visual audit scoring, and design critique to produce intelligence reports comparing 2–5 competitors. Use it for client proposals, redesign justification, market-positioning analysis, and differentiation strategy.
dev-diary
Manages the automatic dev diary — a log of all commits and work sessions. The post-commit hook writes raw entries; this skill helps review, summarize, and navigate the diary. Use when asked to "show today's work", "summarize what happened", or "check the dev diary". Avoid when authoritative source-of-truth is needed for code content (use git diff/log directly for final verification).
taste-as-strategy
Use taste as a competitive moat and business advantage. In the AI and vibe-coding era, execution is commoditized. Taste is the defensible edge. Use when advising founders on product differentiation, building product culture, evaluating why some products win despite fewer features, or understanding taste as a strategic asset.
runtime-knowledge
Comprehensive knowledge base for Water Framework runtime environment, including ComponentRegistry, component lifecycle (@OnActivate/@OnDeactivate), service discovery, @FrameworkComponent annotation, @Inject dependency injection, proxy/interceptor mechanisms, OSGi/Spring runtime differences, and testing utilities. Use when designing, implementing, reviewing, or debugging component registration, lifecycle management, dependency injection, or runtime configuration in Water modules.
SEO Cannibalization Detector
Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.
quality-judgment
Know when something is good enough to ship and when it needs more work. Covers quality bars, the difference between polish and perfection, and making the ship-or-hold decision. Use when debating whether to ship, setting quality standards for the team, or when quality is inconsistent across releases.
raise-pr
Create pull requests with intelligent branch names and descriptions by analyzing git changes. This skill should be used when raising PRs, creating pull requests, pushing changes, committing code, reviewing staged changes, or submitting code for review. Automatically infers meaningful branch names and PR titles from git diffs.
scenario-planner
What-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.
code-review
Review code changes via local diff, branch diff, or latest commit with severity-ranked findings and concrete fixes.
code-documentation-code-explain
You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations.
windsurf-architecture-variants
Choose and implement Windsurf validated architecture blueprints for different scales. Use when designing new Windsurf integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Windsurf applications. Trigger with phrases like "windsurf architecture", "windsurf blueprint", "how to structure windsurf", "windsurf project layout", "windsurf microservice".
SQL Injection Testing
This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
springboot-verification
Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
github-release-poster
Generate professional dark-themed release announcement posters for GitHub releases. Use when the user wants to create a release poster, announcement image, changelog graphic, or visual summary for software releases. Triggers include "create release poster", "make announcement image", "generate release graphic", "版本发布海报", or when given a GitHub release URL with a request to visualize it. Automatically adapts to different categories, content lengths, and release note structures.
review-changes
Code review of current git changes, compare to related plan if exists, identify bad engineering, over-engineering, or suboptimal solutions. Use when user asks to review changes, check git diff, validate implementation quality, or assess code changes.
convolutional-debate-agent
Multi-model reasoning protocol for Claude Code that runs five independent solver drafts (across different LLM providers), four adversarial debate reviews, and a reliability-weighted aggregation step to select or synthesize the final answer. Invoked via /debate slash command.
verification-before-completion
MANDATORY before claiming any work is complete, fixed, or passing. Forces the agent to provide raw empirical evidence (terminal output, git diffs) before making ANY assertions of success.
different-name
Name doesn't match folder, but skip allows it.
SEMrush Automation
Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the Composio SEMrush integration.
work-access-demo-generator
Generate comprehensive demonstrations showing how to access projects and continue work across different environments (Manus terminals, personal computers, team collaboration). Use when users ask how to access work from another terminal or computer, how to share it with their team, how to get it on a Mac, or when they need clarification on Manus persistence versus GitHub usage.
agent-memory-hygiene
Prevents agents from carrying stale, incorrect, or contaminated information between tasks and tool calls. Use when an agent is reused across sessions, when task requirements change mid-execution, or when previous context may corrupt current work. Triggers on: new task, different project, ignore previous, fresh start, context contamination, memory leak, stale state, conflicting instructions, update requirements, switch context, forget previous task.
Perplexity Advanced Troubleshooting
Apply Perplexity advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Perplexity support escalation. Trigger with phrases like "perplexity hard bug", "perplexity mystery error", "perplexity impossible to debug", "difficult perplexity issue", "perplexity deep debug".
millman
Millman lens — Is this person real? Deliberate differentiation, vulnerability matching authority, life-arc coherence. Read-only diagnostic.
dotnet-snapshot-testing
Approve rendered output, API surfaces, HTTP responses, and serialized objects using Verify snapshot testing in .NET. Captures output as human-reviewed baselines and detects unintended changes through diff comparison. Use when validating complex output where manual assertions are impractical.