Spec-driven multi-agent orchestration plugin for Claude Code — 13 agents, 35 skills, per-phase model tiers, opt-in lifecycle hooks, and optional cross-device semantic memory.
Skill Claude CodeCodex
SendMessage recipient validation and worktreePath safety (CWE-59). TRIGGER when: validating a SendMessage to: recipient against the agent whitelist, or a worktreePath from another agent before acting on it. SKIP: routing topology (agent Comms Protocol); git ops (use git-operations); worktree recovery (use…
Skill Claude CodeCodex
3-tier markdown memory protocol (shared/agent/conversation) for cross-session knowledge. TRIGGER when: reading or writing agent memory files, choosing which memory tier an insight belongs in, or starting a task needing prior context. SKIP: vector recall (use semantic-memory-mcp); distilling conversations into…
Skill Claude CodeCodex
RESTful API design standards: resource naming, HTTP methods, status codes, pagination, versioning. TRIGGER when: designing new API endpoints, defining error response shapes, or adding pagination/filtering. SKIP: implementing FastAPI route code (use python-patterns); error-handling internals (use error-handling).
Skill Claude CodeCodex
Optimize Claude Code context-window usage for accuracy and cost. TRIGGER when: hitting context limits, structuring prompts for an agent, or trimming what gets injected into a task. SKIP: persisting knowledge across sessions (use agent-memory); semantic recall tuning (use semantic-memory-mcp).
Skill Claude CodeCodex
Schema design, index strategy, migration safety, and query analysis. TRIGGER when: designing tables or indexes, writing a migration, or diagnosing a slow query. SKIP: writing ORM model code (use python-patterns); generic backend patterns (use python-patterns).
Skill Claude CodeCodex
Knowledge distillation methodology: candidate extraction, confidence scoring, tier routing, conversation-scoped mode. TRIGGER when: running /learn or /distill, deciding if an insight is memory-worthy, or scoring a knowledge candidate. SKIP: ad-hoc memory reads/writes (use agent-memory); vector storage (use…
Skill Claude CodeCodex
Docker multi-stage build templates, image security, and docker-compose patterns. TRIGGER when: writing a Dockerfile, composing services, or hardening a container image. SKIP: CI pipeline definitions (use github-actions-template); runtime monitoring (use monitoring-observability).
Skill Claude CodeCodex
Consistent error handling across frontend and backend layers. TRIGGER when: implementing error boundaries, exception handlers, or try/catch blocks. SKIP: shaping HTTP error response bodies (use api-design); logging the error (use logging-standards). (Examples in React + Python.).
Skill Claude CodeCodex
Git command patterns, branching strategy, and safety protocols. TRIGGER when: managing branches, resolving merge conflicts, or running commit/merge/push operations. SKIP: worktree lifecycle and isolation recovery (use worktree-management); CI automation (use github-actions-template).
Skill Claude CodeCodex
GitHub Actions CI pipeline templates and workflow YAML patterns. TRIGGER when: creating or editing a CI workflow, adding a CI job, or wiring build/test/deploy steps. SKIP: container build internals (use docker-templates); local git workflow (use git-operations).
Skill Claude CodeCodex
Structured logging standards: log levels, structured fields, correlation IDs, PII masking, and event naming. TRIGGER when: adding log statements, configuring loggers, or reviewing log output. SKIP: metrics and alerting (use monitoring-observability); error control flow (use error-handling). (Examples use structlog +…
Skill Claude CodeCodex
MCP tool decision tree and MCP-first fallback strategy. TRIGGER when: choosing whether to use an MCP tool versus a built-in, or an MCP tool is available for a task. SKIP: semantic-memory MCP usage specifically (use semantic-memory-mcp).
Skill Claude CodeCodex
Unified memory CRUD: write/update/delete/query file-based markdown entries and sync to MCP semantic store. TRIGGER when: saving a new memory entry, updating or deleting an existing entry, querying stored memories, or deduplicating before write. SKIP: 3-tier agent memory (use agent-memory); in-task vector recall (use…
Skill Claude CodeCodex
Monitoring, metrics, alerting, and observability standards. TRIGGER when: implementing health checks, collecting metrics, or defining alert rules. SKIP: log statement formatting (use logging-standards); CI pipeline setup (use github-actions-template).
Skill Claude CodeCodex
Material-UI (MUI) styling standards: sx-prop priority, theme tokens, spacing scale, responsive design, and accessibility. TRIGGER when: styling MUI components, defining theme tokens, or building responsive layouts. SKIP: component logic and hooks (use react-patterns); cross-stack UX/design decisions (use…
Skill Claude CodeCodex
Identify and apply existing codebase patterns for consistency. TRIGGER when: writing new code that should match conventions, or reviewing code for pattern drift. SKIP: language-specific patterns (use python-patterns or react-patterns); security review (use security-review-checklists).
Skill Claude CodeCodex
Build minimal, reversible implementation plans. TRIGGER when: turning research into a plan, or sequencing work before writing code. SKIP: gathering documentation (use research-methodology); writing OpenSpec design.md/tasks.md (use spec-design).
Skill Claude CodeCodex
Python backend patterns: layered architecture, async I/O, dependency injection, repository/service separation. TRIGGER when: creating routes, models, schemas, or services in a Python backend. SKIP: REST contract design (use api-design); schema/index tuning (use database-optimization). (Examples: FastAPI + SQLAlchemy +…
Skill Claude CodeCodex
Score ResearchPacks (>=80) and Implementation Plans (>=85) against quality gates. TRIGGER when: gating research or a plan before implementation. SKIP: writing or running tests (use testing-strategy); security threat review (use security-review-checklists).
Skill Claude CodeCodex
React + TypeScript component and hook standards. TRIGGER when: creating components, custom hooks, or reviewing React code. SKIP: visual styling and theme tokens (use mui-styling); global store design (use state-management).
Skill Claude CodeCodex
Systematic gathering of accurate, version-specific documentation. TRIGGER when: researching a new API, library, or best practice before implementation. SKIP: turning findings into a plan (use planning-methodology); writing proposal.md (use spec-research).
Skill Claude CodeCodex
OWASP Top 10, STRIDE threat modeling, and auth/compliance review checklists. TRIGGER when: reviewing code for vulnerabilities, threat-modeling a feature, or auditing auth. SKIP: general code-quality review (use pattern-recognition); test coverage review (use testing-strategy).
Skill Claude CodeCodex
Proactive use of semantic-memory MCP tools (semanticsearch, semanticrecall). TRIGGER when: an agent should search vector memory for prior insights mid-task. SKIP: file-based 3-tier memory (use agent-memory); storing a new memory (use semantic-memory-store).
Skill Claude CodeCodex
Store reusable insights in semantic memory for vector-similarity recall. TRIGGER when: an agent discovers a pattern, decision, or gotcha worth retrieving later via embedding search. SKIP: searching/recalling memory (use semantic-memory-mcp); file-based memory writes (use agent-memory).