Agile-V

diff-evidence-agent

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.

graph-traceability-agent

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

impact-analysis-agent

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

regression-selection-agent

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

system-understanding-agent

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

agile-v-adr

Authoring, approval, immutability, and supersession of Architecture Decision Records (ADRs) in the Agile V lifecycle. Load when recording a significant, long-lived architectural, platform, tooling, or security decision.

agile-v-aibom

Captures, validates, compares, and summarizes the AI system context that influenced an Agile-V task. Produces AI_RUN_MANIFEST, AI_BOM_EVIDENCE_FRAGMENT, AI_INFLUENCE_SUMMARY, and optional CycloneDX ML-BOM export. Load for any materially AI-influenced task, including L0.

agile-v-behavioral

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.

agile-v-control-matrix

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.

agile-v-core

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

agile-v-lifecycle

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.

agile-v-pipeline

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.

agile-v-product-owner

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

agile-v-quality-gates

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.

build-agent

Generates code, firmware, HDL, or other technical artifacts strictly derived from approved, baselined requirements. Language-agnostic. Use when synthesizing artifacts from Logic Gatekeeper-reviewed requirements with Gate 1 approval and baseline capture.

business-operations

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.

c-suite-foundation

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.

c-suite-update

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.

chief-exec

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-finance

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-ops

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

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-tech

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.

discovery-analyst

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

documentation-agent

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.

build-agent-dart

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.

build-agent-embedded

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.

build-agent-js

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.

build-agent-nestjs

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.

build-agent-python

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.

gtm-executor

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.

logic-gatekeeper

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

observability-planner

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

rd-innovator

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.

red-team-verifier

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

release-manager

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.

requirement-architect

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.

safety-engineer

Establishes a tailored safety lifecycle from hazards through operational feedback and assurance evidence. Use when a system can create unacceptable harm.

schematic-generator

Generates schematics, netlists, or HDL from approved, baselined requirements for hardware/PCB projects. Validates physical constraints. Use when building PCB, HDL, or hardware designs after Gate 1 approval and baseline capture.

test-designer

Designs the verification suite from approved, baselined requirements only — never from code. Prevents success bias. Use when building test cases in parallel with the Build Agent after Gate 1 approval and baseline capture.

threat-modeler

STRIDE threat modeling and privacy impact assessment to generate security/privacy requirements. Use before requirement-architect to shift security left.

ux-spec-author

Converts UX/design intent into testable design specifications that feed requirements. Use when defining user flows, accessibility, or design constraints.

validation-agent

Plans and assesses intended-use validation with representative users and operational environments. Use after verification to decide whether the right system was built for its defined intended use.

venture-strategist

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.