ReddRadar
Topic: prompt-engineering
2,538 skills in this topic.
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ring:dev-property-testing
Gate 5 of development cycle - ensures property-based tests exist
to verify domain invariants hold for all randomly generated inputs.
LerianStudio/ring 169
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ring:systematic-debugging
Four-phase debugging framework - root cause investigation, pattern analysis,
hypothesis testing, implementation. Ensures understanding before attempting fixes.
LerianStudio/ring 169
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ring:dev-multi-tenant
Multi-tenant development cycle orchestrator following Ring Standards. Auto-detects service stack
(PostgreSQL, MongoDB, Redis, RabbitMQ, S3) and targetServices, then executes gate-based implementation
using tenantId from JWT for database-per-tenant isolation via lib-commons v4 tenant-manager (postgres.Manager,
mongo.Manager). Uses event-driven tenant discovery (Redis Pub/Sub via EventListener, TenantCache, TenantLoader).
TenantMiddleware with WithPG/WithMB handles single-module and multi-module services. For targetServices:
M2M credentials from AWS Secrets Manager via secretsmanager package. Requires lib-commons v4 + lib-auth v2.
Each gate dispatches ring:backend-engineer-golang. Loads multi-tenant.md via WebFetch.
LerianStudio/ring 169
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ring:dev-migrate-v4
Analyzes a Go service using lib-commons v2/v3 and generates a visual migration
report showing every change needed to upgrade to lib-commons v4. Produces an
interactive HTML page (via ring:visual-explainer) and optionally generates
refactoring tasks for ring:dev-cycle.
LerianStudio/ring 169
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ring:dev-chaos-testing
Gate 7 of development cycle - ensures chaos tests exist using Toxiproxy
to verify graceful degradation under connection loss, latency, and partitions.
LerianStudio/ring 169
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ring:cycle-management
Development cycle state management — status reporting and cycle cancellation
LerianStudio/ring 169
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ring:using-ring
Mandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents,
don't operate directly) and skill discovery workflow for every conversation.
LerianStudio/ring 169
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ring:dev-llms-txt
Generates or audits llms.txt files for Lerian repositories following the llmstxt.org
specification. Creates LLM-friendly entry points that help AI agents, coding assistants,
and chat models understand a project quickly without parsing full HTML docs.
Also generates CLAUDE.md / AGENTS.md when missing.
LerianStudio/ring 169
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ring:session-handoff
Create handoff documents capturing session state for seamless context-clear and resume
LerianStudio/ring 169
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ring:visual-explainer
Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.
LerianStudio/ring 169
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ring:dev-integration-testing
Gate 6 of development cycle - ensures integration tests pass for all
external dependency interactions using real containers via testcontainers.
LerianStudio/ring 169
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ring:requesting-code-review
Gate 4 of development cycle - dispatches 7 specialized reviewers (code, business-logic,
security, test, nil-safety, consequences, dead-code) in parallel for comprehensive code review feedback.
LerianStudio/ring 169
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ring:dev-implementation
Gate 0 of the development cycle. Executes code implementation using the appropriate
specialized agent based on task content and project language. Handles TDD workflow
with RED-GREEN phases. Follows project standards defined in docs/PROJECT_RULES.md.
LerianStudio/ring 169
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ring:dev-helm
Mandatory skill for creating and maintaining Helm charts following Lerian conventions.
Enforces standardized chart structure, values organization, template patterns,
security defaults, and dependency management.
LerianStudio/ring 169
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ring:dev-goroutine-leak-testing
Goroutine leak detection skill - detects goroutine usage in Go code, runs goleak
to identify memory leaks, and dispatches ring:backend-engineer-golang to fix leaks
and create regression tests using the goleak framework.
LerianStudio/ring 169
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ring:dev-fuzz-testing
Gate 4 of development cycle - ensures fuzz tests exist with proper seed corpus
to discover edge cases, crashes, and unexpected input handling.
LerianStudio/ring 169
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ring:release-guide-info
Generate Ops Update Guide from Git Diff. Produces internal Operations-facing
update/migration guides based on git diff analysis. Supports STRICT_NO_TOUCH (default)
and TEMP_CLONE_FOR_FRESH_REFS modes. Includes tag auto-detection and commit log analysis.
LerianStudio/ring 169
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ring:production-readiness-audit
Comprehensive Ring-standards-aligned 44-dimension production readiness audit. Detects project stack, loads Ring standards via WebFetch, and runs in batches of 10 explorers appending incrementally to a single report file. Categories - Structure (pagination, errors, routes, bootstrap, runtime, core deps, naming, domain modeling, nil-safety, api-versioning, resource-leaks), Security (auth, IDOR, SQL, validation, secret-scanning, data-encryption, multi-tenant, rate-limiting, cors), Operations (telemetry, health, config, connections, logging, resilience, graceful-degradation), Quality (idempotency, docs, debt, testing, dependencies, performance, concurrency, migrations, linting, caching), Infrastructure (containers, hardening, cicd, async, makefile, license). Produces scored report (0-430, max 440 with multi-tenant) with severity ratings and standards cross-reference.
LerianStudio/ring 169
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ring:api-field-descriptions
Patterns for writing clear, consistent API field descriptions including
types, constraints, examples, and edge cases.
LerianStudio/ring 169
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sage
邪修红尘仙·神通秘典总纲。智能路由到专业秘典。当魔尊需要开发、安全、架构、DevOps、AI 能力时，由此索引到最匹配的秘典。
telagod/code-abyss 159
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devops
DevOps 能力索引。Git、测试、DevSecOps、数据库。当用户提到 DevOps、CI/CD、Git、测试时路由到此。
telagod/code-abyss 159
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development
开发语言能力索引。Python、Go、Rust、TypeScript、Java、C++、Shell。当用户提到编程、开发、代码、语言时路由到此。
telagod/code-abyss 159
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data-engineering
数据工程。Airflow、Dagster、Kafka Streams、Flink、dbt、数据管道、流处理、数据质量。当用户提到数据管道、ETL、流处理、数据质量时路由到此。
telagod/code-abyss 159
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architecture
架构设计能力索引。API设计、安全架构、云原生、数据安全。当用户提到架构、设计、API、云原生时路由到此。
telagod/code-abyss 159