Los equipos pierden lecciones específicas del proyecto cuando terminan las sesiones de chat. Esta skill extrae patrones, particularidades y decisiones en una base de conocimientos persistente.

Las sesiones de programación con IA pierden contexto importante del proyecto con el tiempo. Esta skill conserva decisiones, trabajo actual y progreso en archivos Markdown estructurados.

Los equipos suelen perder el contexto de las tareas cuando los planes, los requisitos y los pasos de validación están dispersos. Esta skill crea documentos de tareas coherentes a partir del contexto del repositorio y plantillas.

Las directrices del proyecto suelen estar dispersas entre archivos de asistentes y del IDE. Esta habilidad encuentra esos archivos, resume las reglas compartidas y ofrece un único AGENTS.md consolidado.

Las API de Zig y los detalles del lenguaje cambian rápidamente entre versiones. Esta skill guía a los agentes para recuperar documentación actual desde el código fuente, las referencias y las guías de Zig.

Renovation work involves sequencing decisions, hidden defects, and unclear contractor responsibilities. This Chinese-language handbook organizes construction references into practical planning advice and inspection checklists.

Las incompatibilidades de versiones entre Canton, DAML y Splice pueden romper compilaciones y actualizaciones de paquetes. Esta skill proporciona mapas de versiones, ubicaciones de archivos y pasos de solución de problemas.

Waterproofing decisions can be difficult when contractor quotes, drainage layouts, and inspection requirements are unclear. This skill organizes Chinese renovation references into practical questions, checklists, and troubleshooting guidance.

代码改动后，README 与版本记录常被遗漏，文档容易与实现脱节。本技能读取真实代码与现有文档，按固定清单更新 README 和版本条目，并如实标注验证状态。

Technical plans often drift from product intent or the current codebase. This skill researches repository structure and turns constraints into an actionable TECH.md implementation plan.

Spec-triggered documentation created drafts for features that had not shipped. This retired skill explains the failure and directs users to release-gated alternatives.

Volcengine VoiceChat integrations involve changing APIs, models, audio settings, and runtime stages. This skill provides safe configuration guidance, official documentation routing, and evidence-based troubleshooting.

Ponytail users need a clear reference for modes, commands, and configuration. This skill displays that reference once without changing modes or saving state.

Ambiguous requirements create conflicting implementations and unverifiable reviews. This skill guides linked specifications, risk assessments, and verification strategies through explicit human approval.

Vague architecture leaves teams with incompatible interfaces and undocumented decisions. This skill structures architecture, decisions, contracts, and component designs for human review before specification.

Teams often declare work complete without proving every requirement, path, review, and gap. This skill creates a traceable chain from intent to evidence and a defensible delivery decision.

OpenSpec tasks and archive states do not prove evidence-backed completion. This skill maps requirements, acceptance items, journeys, and gates into an auditable RVTF closure process.

BMAD work can lose traceability between requirements, reviews, tests, and closure decisions. This skill maps BMAD artifacts to RVTF records while preserving host ownership, evidence quality, and review boundaries.

Project stack documentation often becomes incomplete after dependency changes. This skill detects supported technologies and updates .specsfy/STACK.md while preserving human-authored content.

Structural changes can leave project documentation incomplete or contradictory. This skill identifies affected documents and keeps durable decisions aligned with the code.