integrity-validation
Pre/post-operation validation to detect missing components and prevent future issues
model-detection
Universal model detection and capability assessment for optimal cross-model compatibility
web-search-fallback
Autonomous agent-based web search fallback for when WebSearch API fails or hits limits
web-validation
Comprehensive web page validation with authentication, screenshot capture, mobile testing, and enhanced error detection
Decision Frameworks
Decision-making methodologies, scoring frameworks, and planning strategies for Group 2 agents in four-tier architecture
contextual-pattern-learning
Advanced contextual pattern recognition with project fingerprinting, semantic similarity analysis, and cross-domain pattern matching for enhanced learning capabilities
documentation-best-practices
Provides templates, standards, and best practices for writing clear, comprehensive technical documentation
orchestrator-implementation
Detailed implementation strategies for the four-tier orchestrator agent architecture including sub-agent definitions and group coordination protocols.
orchestrator-subsystems
Orchestrator subsystem details including automatic learning integration, performance recording, validation, interactive suggestions, gitignore management, and workspace health monitoring.
pattern-learning
Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement
performance-scaling
Cross-model performance optimization and scaling configurations for autonomous agents
Predictive Skill Loading
Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates
quality-standards
Defines code quality benchmarks, standards compliance, and best practices for maintaining high-quality codebases
plan-a-change
Turn a feature or change described in conversation into settled decisions and an ordered list of small commits before any code is written. Use when the owner describes something to build or change that will take more than one commit, or asks for a plan, a breakdown or small logical commits. Not for a single small fix.
principle-type-system-discipline
Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to the compiler, exhaust variants, derive from authoritative schemas.
expo-animation
Framework (OSS). Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate, which thread it runs on, which properties, spring or timing, how the gesture hands off, how it degrades. Writes the implementation with Reanimated, Gesture Handler, Expo Router and expo-haptics. Use when animating anything in an Expo app, adding gestures, sheets, screen transitions, press feedback or haptics, or fixing motion that stutters on device. For web animation use `animate`.
domain-modeling
Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md, or recording or editing an ADR.
diagnosing-bugs
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
codebase-design
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.
code-review
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to \"review since X\".
audit-commit
Audit one commit, by sha, for defects, undone earlier fixes, a message that does not match the diff, missed reuse, needless code and unsafe handling of money, keys or saved data, using independent reviewers and a verification pass. Use after making a commit, when asked to audit, review or double-check a commit or a range, or when asked whether a change should have been made at all.
grilling
Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
improve-codebase-architecture
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
principle-model-the-domain
Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files. Encode the domain in a structure instead of scattered conditionals.
persistence-release-safety
Certify that a release candidate upgrades every durable state a real Sovran install could hold, with nothing lost. Use before a release, after changing a persisted store, SecureStore key, SQLite database, migration, account or provider startup code, or when asked whether existing users are safe, about upgrade safety, data migration, or "will this break users on an older version".
expo-router
Framework (OSS). Navigation and routing for Expo Router. Covers file-based routes, groups and dynamic routes, folder organization, Link with previews and context menus, native Stack, page titles, modals and form sheets, NativeTabs, headers and toolbars, and header search bars.
full-send
Run a Sovran task through the durable task controller and T3 delegated workers, from initial multiple-choice intake to a checked PR or explicit incomplete outcome.
react-native-testing
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typescript-best-practices
TypeScript best practices. Use when reading or editing any .ts or .tsx file.
tdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
retro
Look back over one session, or over every past Claude and Codex session in this project, to find what the owner keeps having to say and what agents keep getting wrong, then propose changes to the checks, AGENTS.md, documents or skills so it is not needed again. Use when asked for a retro or retrospective, "what do I keep repeating", "why do agents keep doing X", or to improve AGENTS.md, the skills or the checks from experience.
react-native-best-practices
Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations. Applies to tasks involving Hermes optimization, JS thread blocking, bridge overhead, FlashList, native modules, or debugging jank and frame drops.
report-writing
This skill should be used when the user asks to "write a report", "executive summary", "research report format", "report structure", "present findings", "business writing", "analysis documentation", or needs guidance on structuring research outputs, executive communication, or professional report formatting.
market-sizing
This skill should be used when the user asks to "calculate market size", "TAM SAM SOM analysis", "estimate market opportunity", "market sizing", "total addressable market", "serviceable market", "market potential", or needs guidance on market size estimation methodologies, market opportunity calculations, or growth projections.
start
Begin a new market research session. Thin launcher that delegates to the research-orchestrator agent for all phase management.
issues
Create GitHub issues from research findings as atomic deliverables. Orchestrates the issue-architect agent using the full swarm pattern (TeamCreate → TaskCreate → Agent(team_name) → SendMessage → TeamDelete). Use this skill when the user invokes /sigint:issues.
financial-analysis
This skill should be used when the user asks to "analyze financials", "revenue model", "unit economics", "pricing analysis", "cost structure", "profitability analysis", "financial projections", "business model economics", or needs guidance on financial metrics, revenue analysis, or economic viability assessment.
customer-research
This skill should be used when the user asks to "understand customers", "customer research", "user personas", "customer needs analysis", "buyer journey mapping", "voice of customer", "customer segmentation", "user research", or needs guidance on customer discovery methodologies, persona development, or understanding buyer behavior.
regulatory-review
This skill should be used when the user asks to "analyze regulations", "regulatory landscape", "compliance requirements", "legal considerations", "regulatory risk", "industry regulations", "compliance analysis", "regulatory trends", or needs guidance on understanding regulatory environments, compliance requirements, or legal market factors.
migrate
Migrate legacy sigint configuration (sigint.local.md or .sigint.config.json v1.0) to sigint.config.json v2.0 with per-topic support and CONTEXT.md generation. Safe, idempotent, supports --dry-run preview and --global flag. Handles both YAML frontmatter and markdown section formats.
augment
Deep-dive into a specific area of current research. Orchestrates a single dimension-analyst using full swarm pattern (TeamCreate, TaskCreate, SendMessage). Use when the user wants to augment current research with deeper analysis of a specific area.
competitive-analysis
This skill should be used when the user asks to "analyze competitors", "map competitive landscape", "Porter's 5 Forces analysis", "competitor comparison", "competitive positioning", "identify competitors", "competitive intelligence", or needs guidance on competitor research methodology, market positioning analysis, or competitive strategy frameworks.
report
Generate a comprehensive market research report from current findings. Orchestrates report-synthesizer using full swarm pattern with TeamCreate, TaskCreate, SendMessage, and TeamDelete.
tech-assessment
This skill should be used when the user asks to "assess technology", "technology evaluation", "tech stack analysis", "technical feasibility", "technology trends", "build vs buy", "technology roadmap", "architecture assessment", or needs guidance on evaluating technologies, technical due diligence, or technology strategy decisions.
trend-analysis
This skill should be used when the user asks to "identify trends", "analyze market trends", "trend forecasting", "macro trends", "micro trends", "emerging patterns", "future projections", "industry trends", or needs guidance on trend identification, pattern recognition, or market forecasting methodologies.
trend-modeling
This skill should be used when the user asks to "model trends with limited data", "three-valued logic analysis", "scenario generation", "transitional graphs", "qualitative trend analysis", "uncertain data analysis", "minimal-information modeling", or needs guidance on trend-based modeling using INC/DEC/CONST logic, scenario planning with limited quantitative data, or generating transitional scenario graphs.
update
Refresh existing research with latest data using swarm orchestration and delta detection. Delegates to the research-orchestrator agent in update mode.
falsify
Adversarial falsification of sigint research findings. Generates disconfirming queries, executes web-only adversarial search, assigns ordinal verdicts (falsified | weakened | survived | inconclusive), and applies remediation (quarantine, confidence downgrade, follow-up queue). Invocable standalone via `/sigint:falsify` or as Phase 3.6 gate inside the research-orchestrator before report finalization. Use when the user invokes /sigint:falsify.
bgproc
Manage background processes like dev servers. Use when you need to start, stop, or check status of long-running processes.
abp-entity-patterns
ABP Framework domain layer patterns including entities, aggregates, repositories, domain services, and data seeding. Use when: (1) creating entities with proper base classes, (2) implementing custom repositories, (3) writing domain services, (4) seeding data.
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