agile_v_skills

Anti-pattern prevention guidelines for Agile V agents. Prevents common LLM coding mistakes while maintaining Agile V traceability. Use when implementing requirements to avoid overcomplication, silent assumptions, scope creep, and verification failures.

Risk management, CAPA protocol, human gate approval records, AI agent security controls, and periodic revalidation. Load when running gates, handling CAPAs, or auditing compliance and security posture.

Foundational values, directives, and context engineering rules for all Agile V agents. Load first in every Agile V session.

Orchestration pipeline, wave execution, handoff protocols, and checkpoint types for the Agile V 5-stage workflow. Load when orchestrating multi-agent pipelines or managing stage transitions.

Generates code, firmware, HDL, or other technical artifacts strictly derived from approved requirements. Language-agnostic. Use when synthesizing artifacts from Logic Gatekeeper-approved requirements.

Automates Principle No. 9 (Decision Logging) and Principle No. 5 (Regulatory Readiness). The 'Chronicler' ensuring every choice is backed by a 'Why' and mapped to a requirement for ISO/GxP auditability.

Validates requirements for ambiguity and physical hardware constraints. Use this after requirements are generated but before code/hardware synthesis begins.

The Verification Agent — challenges Build Agent artifacts via independent verification. Executes tests against artifacts. Use to audit code, schematics, or firmware against requirements.

Converts high-level product intent into traceable PRDs and User Stories. Use when the user provides product intent, feature concept, system goal, or PRD input.

Create evidence explaining the actual implementation diff and its relationship to the predicted impact, closing the loop between pre-change prediction and post-change reality.

Create traceability from Agile V requirements to Understand Anything graph nodes, changed files, and tests, ensuring full evidence chain coverage.

Identify the likely impact of a proposed change before implementation by mapping it to graph nodes, affected files, functions, APIs, and tests.

Select and prioritize regression tests based on the impact map and graph dependency relationships, flagging coverage gaps before the Red Team step.

Consume Understand Anything outputs and create a concise, reviewable system overview that gives agents sufficient context before modifying code (Gate 0).

Designs the verification suite from requirements only — never from code. Prevents success bias. Use when building test cases in parallel with the Build Agent, after requirements are approved by the Logic Gatekeeper.

Defines and checks the Agile-V control matrix for agentic tasks, skills, model use, tools, logs, rights, Human Gates, tests, costs, rollback, and owners. Load when creating, reviewing, or enforcing `.agile-v/CONTROL_MATRIX.yaml` or runtime governance for agentic execution.

Generates standards-based repository documentation for GitHub or any project. Writes a docs suite into the project's docs/ directory covering ISO 9001, V-Model, ISO 27001, and optionally GAMP 5 or other standards. Use when the user asks for repo documentation, compliance docs, quality docs, or to create/refresh the docs/ suite.

Uses the Agile-V OpenWiki knowledge layer (agilev wiki) before making changes to an existing repository, and keeps it current after changes. Wraps the external langchain-ai/openwiki CLI with Agile-V validation, freshness tracking, and evidence bundle integration.

Generates periodic executive briefings (weekly/monthly/quarterly) by aggregating health status, critical alerts, key decisions, and upcoming milestones from all C-Suite domain dashboards into a single narrative update.

Quality validation gates for Agile V agents. Adds interface validation, test quality checks, data type awareness, and time allocation guidance to prevent common failure patterns identified in comprehensive testing.

Dart/Flutter build agent for mobile apps, Flutter widgets, and Dart packages. Extends build-agent with Dart-specific conventions. Use when building Flutter apps, Dart packages, or mobile (iOS/Android) features.

C/C++ build agent for embedded systems, firmware, and MCU projects. Extends build-agent with embedded constraints. Use when building firmware, bare-metal code, or resource-constrained systems.

JavaScript/TypeScript/Web build agent for web apps, Node backends, and frontend components. Extends build-agent with JS/Web conventions. Use when building web apps, APIs, or frontend/backend features.

Python build agent for scripts, backends, data pipelines, and ML projects. Extends build-agent with Python conventions. Use when building Python applications, APIs, data processing, or automation.

Multi-cycle iteration management, document versioning, change requests, re-entry points, archival, and impact analysis. Load when starting a new cycle (C2+), processing change requests, or managing cross-cycle traceability.

NestJS backend build agent for REST/GraphQL APIs, microservices, and enterprise backends. Extends build-agent with NestJS architectural patterns, dependency injection, testing strategies, and security best practices. Use when building NestJS applications.

Core abstractions, protocols, and patterns shared across all C-Suite orchestrator skills. Load this before any C-Suite skill to provide governance primitives, executive gate protocols, and multi-cycle patterns.

Chief Executive Officer (CEO) orchestrator for strategic alignment, cross-C-suite coordination, board relations, crisis management, and executive decision governance. Orchestrates all C-suite agents and venture-strategist.

Chief Financial Officer (CFO) orchestrator for financial modeling, fundraising strategy, cash management, financial controls, board reporting, and unit economics governance. Orchestrates business-operations (finance) and venture-strategist (investor relations).

Chief Operating Officer (COO) orchestrator for cross-functional execution, process design, delivery cadence governance, vendor escalation, resource arbitration, and operational playbooks. Orchestrates business-operations (ops), release-manager, agile-v-product-owner, gtm-executor.

Chief People Officer (CHRO) orchestrator for organizational design, hiring, compensation, culture, performance management, DE&I, and talent development. Use when defining org structure, hiring plans, compensation bands, culture principles, or people operations.

Chief Technology Officer (CTO) orchestrator for architecture governance, build-vs-buy decisions, tech debt management, engineering standards, platform strategy, and security posture. Orchestrates rd-innovator, build-agent, observability-planner, threat-modeler.

Manages financial planning, OKRs, team resources, vendor relationships, and operational compliance with full traceability. Use for budgeting, OKR tracking, resource planning, vendor management, or operational risk assessment.

Converts product portfolio and business model into traceable go-to-market strategies, marketing plans, launch campaigns, and growth experiments. Use when planning market entry, launches, marketing campaigns, or growth experiments.

Manages R&D pipeline, technology scouting, prototyping, and IP tracking with traceable innovation-to-product handoff. Use when evaluating technologies, managing prototypes, or transferring validated innovations to the engineering pipeline.

Converts vision and market opportunity into traceable business models, product portfolios, and strategic plans. Use when defining business strategy, product direction, competitive positioning, or fundraising materials.

REQ-aware Product Owner for backlog and sprint management with full traceability. Use for sprint planning, backlog prioritization, or converting REQs to INVEST stories.

Converts messy discovery inputs (interviews, feedback, research, tickets) into structured hypotheses, assumptions, and candidate requirements with full traceability.

Defines metrics, events, dashboards, alerts, and SLOs to monitor production systems. Use after Gate 2 or with release-manager to ensure production observability.

Manages post-Gate-2 release activities with Agile V rigor. Rollout plans, rollback procedures, sign-off checklists. Use after Human Gate 2 for production deployment.