software-concept-architect-buildTurn Models into Independent Modules
Install via ClawdBot CLI:
clawdbot install agenticweb4/software-concept-architect-buildGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/ontology-of-everything/concept-skillsUses known external API (expected, informational)
arxiv.orgAudited Oct 7, 2026 · audit v1.0
Generated Oct 7, 2026
A retail company has a tangled checkout flow where inventory, payment, and order concepts reference each other directly. The team uses this skill to map the confirmed concept model to independent modules with synchronization rules, ensuring each concept encapsulates its own storage and actions while composition enforces policy. They implement WYSIWID completion/binding/invocation semantics for reliable order processing and compensation.
A fintech startup needs to implement a confirmed concept model for account transfers, loans, and ledgers as a modular monolith. The skill helps them define sync rules that coordinate cross-concept transactions, handle failures with compensation, and ensure external effects have separate idempotency guarantees. They verify preconditions, invariants, and result cases across modules.
A hospital network wants to build a modular monolith for patient scheduling, provider availability, and notifications. Using this skill, they map concepts by purpose, implement queries that return binding sets without side effects, and use synchronization rules to trigger actions based on completions. They colocate specifications and test concurrency isolation across scheduling rules.
A logistics provider implements a confirmed concept model for shipment tracking, inventory allocation, and carrier integration as independent modules. The skill guides them to use WYSIWID correlation within runtime flows, place cross-concept policy in syncs, and avoid hiding causality in direct sync-to-sync calls. They implement recovery with persisted rules and deduplication by matched occurrence.
A B2B SaaS company needs to turn its concept model for tenants, subscriptions, and permissions into a modular monolith. Applying this skill, they create verifiable modules per concept, expose abstract state and actions to composition, and implement rule execution with conjunctive matching for billing events. They ensure public actions respect confirmed permissions and composition owns no business state.
Offer the core skill as an open-source package for individual developers, while charging for team collaboration features such as shared concept model repositories, synchronized spec updates, and CI checks for concept independence. Revenue comes from monthly per-seat subscriptions for teams exceeding a free tier.
Sell an enterprise license that includes the skill, private registry hosting, and dedicated support for mapping large legacy systems to modular monoliths. The license covers unlimited internal projects and includes periodic architecture reviews and migration assistance.
Provide the skill for free to individual developers, but monetize through paid training courses and certification programs that teach concept-driven modular monolith design. Certified partners gain access to a directory and advanced tooling for rule verification and recovery testing.
💬 Integration Tip
Integrate this skill into your development workflow by first confirming the concept model with software-concept-architect-design, then using the build skill only on explicit invocation to generate module boundaries and sync rules. Pair it with CI checks that enforce concept independence and read/write boundaries to catch violations early.
Scored Oct 7, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.