Delivery status tracking and progress reporting. Analyzes repository against delivery roadmap to calculate actual vs planned progress, identify delays, and provide insights on…
Dual-mode skill for the transactional outbox pattern across lib-streaming (writer side) and lib-commons/v5/commons/outbox (repository + relay side).
Dual-mode skill for github.com/LerianStudio/lib-commons v5, Lerian's shared Go library — the non-observability surface.
Main orchestrator for the 6-gate development cycle system. Loads tasks/subtasks from PM team output and executes through implementation, devops, SRE, testing, review, and…
Analyzes frontend codebase against Ring standards and generates refactoring tasks for ring:dev-cycle-frontend. Dispatches frontend-specific agents in ANALYSIS mode.
Dual-mode skill for lib-observability/assert — Lerian's production-grade runtime assertion package. Sweep Mode dispatches 6 parallel explorers to find DIY invariant checks,…
Gate 1.5/2.5: Design Validation - verifies UX specifications are complete before proceeding to technical architecture.
Gate 6 of frontend development cycle — ensures Core Web Vitals compliance, Lighthouse performance score > 90, and bundle size within budget.
Atomic code verification for Go projects — run everything, get a MERGE_READY or NEEDS_FIX verdict. Phase 1 runs static analysis in parallel (lint, vet, imports, format, docs, unit…
Mandatory skill for creating and maintaining Helm charts following Lerian conventions. Enforces standardized chart structure, values organization, template patterns, security…
Gate 6: Technology choices document - explicit, versioned, validated technology selections with justifications. Large Track only.
Gate 2 of frontend development cycle — ensures all components pass axe-core automated accessibility scans with zero WCAG 2.1 AA violations.
Gate 3 (Full Track) / Gate 2 (Small Track): Technical architecture document - defines HOW/WHERE with technology-agnostic patterns before concrete implementation choices.
Feedback loop skill — collects task metrics, calculates quality scores, and writes a structured development report for continuous improvement tracking.
Gate 0 of the development cycle. Executes code implementation using the appropriate specialized agent based on task content and project language.
Author Grafana dashboards for Lerian Go services rooted in real lib-observability telemetry (tracing, metrics, log, constants).
Identify "eventable points" in a Lerian Go service where lib-streaming should emit business events to per-tenant SaaS subscribers.
12 pre-dev workflow skills + 2 standalone discovery skills + 1 standalone dashboard skill + 4 research agents organized into Small Track (5 gates, <2 days) and Large Track (10…
Generates or audits llms.txt files for Lerian repositories following the llmstxt.org specification. Creates LLM-friendly entry points for AI agents and coding assistants.
Ring-standards-aligned production readiness audit across Structure, Security, Operations, Quality, and Infrastructure — 43 base dimensions + 1 conditional (multi-tenant) = up to…
Apply or switch the license for a Lerian service repository. Supports Apache 2.0, Elastic License v2, and Proprietary (Lerian Studio General License).
Specialist developer agents for backend (Go/TypeScript), frontend, design, Helm charts, UI implementation, frontend QA, and prompt quality review.
Gate 4: API contracts document - defines component interfaces and data contracts before protocol/technology selection. Large Track only.
Gate 9 (Full Track) / Gate 4 (Small Track): Delivery roadmap and timeline planning. Transforms tasks into realistic delivery schedule with critical path analysis, resource…
RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes
Whole-codebase structural simplification sweep. Dispatches parallel explorers to identify adapters, shims, single-implementation interfaces, translation-free layers, and…
Technical writing specialists for functional and API documentation. Dispatch when you need to create guides, conceptual docs, or API references following established documentation…
Generate Ops Update Guide from Git Diff. Produces internal Operations-facing update/migration guides based on git diff analysis.
Dual-mode skill for github.com/LerianStudio/lib-streaming, Lerian's producer-only event publication library (Kafka, SQS, RabbitMQ, EventBridge).
Patterns and structure for writing API reference documentation including endpoint descriptions, request/response schemas, and error documentation.
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
Scans a Go project and identifies the Service → Module → Resource hierarchy for dispatch layer registration.
Readiness implementation orchestrator for Lerian services. Drives a 12-gate cycle that detects stack, audits existing /readyz compliance, dispatches language-specific engineers…
Mandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents, don't operate directly) and skill discovery workflow for every conversation.
Dual-mode skill for github.com/LerianStudio/lib-observability/tracing — OpenTelemetry SDK lifecycle, trace context propagation across HTTP/gRPC/queues, span error and event…
Creates or audits Dockerfiles to achieve Docker Hub Health Score grade A. Enforces non-root user, minimal base images, supply chain attestations, and zero fixable CVEs.
Gate 4 of frontend development cycle — ensures all components have snapshot tests covering all states, viewports, and edge cases.
Gate 5: Data structures document - defines entities, relationships, and ownership before database technology selection. Large Track only.
Gate 5 of frontend development cycle — ensures all user flows from product-designer have passing Playwright E2E tests across Chromium, Firefox, and WebKit.
Dual-mode skill for github.com/LerianStudio/lib-systemplane, Lerian's dual-backend (Postgres LISTEN/NOTIFY or MongoDB change streams) hot-reload runtime configuration plane.
Migrates a Lerian Go application's direct observability imports from lib-commons (deprecated shims OR already-removed APIs) to lib-observability.
Gate 1: Business requirements document - defines WHAT/WHY before HOW. Creates PRD with problem definition, user stories, success metrics.
lib-streaming instrumentation orchestrator for Lerian Go services. Consumes the validated instrumentation-map.json produced by ring:streaming-event-mapping and wires lib-streaming…
Dual-mode skill for github.com/LerianStudio/lib-observability v1.0.0, Lerian's OpenTelemetry foundation.
Multi-tenant development cycle orchestrator following Ring Standards. Auto-detects service stack (PostgreSQL, MongoDB, Redis, RabbitMQ, S3) and executes gate-based implementation…
Frontend development cycle orchestrator with lean gates. Loads tasks from PM team output or backend handoff and executes through Gate 0 implementation-owned checks, Gate 7 review,…
Gate 8: Zero-context implementation steps - 2-5 minute atomic subtasks with complete code, exact commands, TDD pattern. Large Track only.
Intercepts and audits dependency installations (pip, npm, go) before they execute. Validates package identity, checks vulnerabilities, flags supply-chain risk signals, and…
Gate 7 (Full Track) / Gate 3 (Small Track): Implementation tasks - value-driven decomposition into working increments that deliver measurable user value.
Send tasks to Gandalf (AI team member) via webhook and get responses back. Publish to Alfarrábio, send Slack notifications, ask for business context, and more.
Dual-mode skill for lib-observability/runtime — the panic observability trident that turns silent goroutine deaths into production signal.
Voice and tone guidelines for technical documentation. Ensures consistent, clear, and human writing across all documentation.
Patterns and structure for writing functional documentation including guides, conceptual explanations, tutorials, and best practices documentation.
Patterns for organizing and structuring documentation including hierarchy, navigation, and information architecture.
Complete 10-gate pre-dev workflow for large features (>=2 days). Orchestrates topology discovery, research, PRD, feature map, design validation, TRD, API design, data model,…
Load testing skill using k6 — generates tests following the Lerian k6 platform conventions for execution on Palantir (Self-Service Testing).
Gate 0 research phase for pre-dev workflow. Dispatches 4 parallel research agents to gather codebase patterns, external best practices, framework documentation, and UX/product…
Migrates Lerian Go services from .env/YAML configuration of operational knobs (log levels, feature flags, rate limits, timeouts) to the lib-systemplane runtime config client — a…
Gate 2: Feature relationship map - visualizes feature landscape, groupings, and interactions at business level before technical architecture.
Lightweight 5-gate pre-dev workflow for small features (<2 days). Orchestrates topology discovery, research, PRD with UX validation, design validation, TRD, task breakdown, and…