| agent-harness-construction |
agent harness, action space, tool definitions, observation formatting, agent recovery, tool design, agent completion rate |
| agentic-engineering |
agentic, eval-first, agent workflow, task decomposition, model routing, agent engineering, eval-driven |
| ai-first-engineering |
ai-first, ai assisted code, ai code review, agent-friendly architecture, ai team process, ai engineering |
| android-clean-architecture |
android, clean architecture, usecase, repository pattern, kmp, kotlin multiplatform, hilt, koin |
| api-design |
api design, rest api, endpoint design, pagination, api versioning, error response, rate limiting |
| article-writing |
write article, blog post, tutorial, newsletter, long-form content, guide, essay |
| autonomous-loops |
autonomous loop, agent loop, multi-agent dag, parallel agents, continuous development, autonomous workflow |
| backend-patterns |
backend, server-side, express, node.js api, graphql, middleware, background jobs |
| blueprint |
blueprint, construction plan, roadmap, multi-pr, multi-session, project plan, step-by-step plan |
| carrier-relationship-management |
carrier management, freight rates, carrier scorecard, rfp freight, routing guide, transportation management, carrier onboarding |
| claude-api |
claude api, anthropic sdk, messages api, tool use, streaming, prompt caching, claude agent sdk |
| clickhouse-io |
clickhouse, olap, analytical queries, mergetree, column-oriented, real-time analytics, data engineering |
| coding-standards |
coding standards, best practices, code quality, naming conventions, linting, formatting, refactoring |
| compose-multiplatform-patterns |
compose multiplatform, jetpack compose, compose ui, composable, recomposition, compose navigation, compose state |
| configure-ecc |
configure ecc, install ecc, setup everything claude code, install skills, ecc installer, ecc setup |
| content-engine |
social media content, x post, linkedin post, content calendar, repurpose content, tiktok script, youtube script |
| content-hash-cache-pattern |
content hash, file cache, sha-256 cache, cache invalidation, file processing cache, pdf cache, cache pattern |
| continuous-agent-loop |
continuous loop, agent loop, quality gates, autonomous agent, loop pattern, continuous-pr, rfc-dag |
| continuous-learning |
continuous learning, pattern extraction, learned skills, session evaluation, stop hook, skill extraction |
| continuous-learning-v2 |
instinct, learned behavior, confidence scoring, project-scoped learning, behavior extraction, instinct library |
| cost-aware-llm-pipeline |
llm cost, model routing, budget tracking, api cost optimization, token usage, prompt caching, cost-aware |
| cpp-coding-standards |
c++ standards, cpp coding, c++ core guidelines, raii, smart pointer, modern c++, c++ review |
| cpp-testing |
c++ test, googletest, gtest, ctest, cpp unit test, sanitizer, c++ coverage |
| crosspost |
crosspost, post everywhere, multi-platform post, distribute content, share on all platforms, social distribution |
| customs-trade-compliance |
customs, tariff classification, hs code, trade compliance, duty optimization, import export, incoterms |
| database-migrations |
database migration, schema change, alter table, migration rollback, zero-downtime migration, prisma migrate, flyway |
| deep-research |
deep research, research report, competitive analysis, due diligence, investigate, web research, cited report |
| deployment-patterns |
deployment, ci/cd, blue-green, canary, rolling deployment, health check, production release |
| django-patterns |
django, django rest framework, drf, django orm, django models, django middleware, django project |
| django-security |
django security, django authentication, django csrf, django xss, django sql injection, django deployment security |
| django-tdd |
django test, pytest-django, factory_boy, django tdd, django api test, django coverage |
| django-verification |
django verification, django pre-deploy, django migration check, django lint, django security scan, django pr review |
| dmux-workflows |
dmux, multi-agent, parallel agents, tmux agent, split work, run in parallel, agent orchestration |
| docker-patterns |
docker, docker compose, dockerfile, container, multi-container, docker networking, docker volume |
| e2e-testing |
e2e test, playwright, end-to-end, page object model, browser test, integration test, flaky test |
| energy-procurement |
energy procurement, electricity tariff, ppa, demand charge, energy rfp, utility bill, renewable energy |
| enterprise-agent-ops |
agent ops, agent observability, agent lifecycle, agent metrics, agent security, long-running agent, agent monitoring |
| eval-harness |
eval harness, eval-driven development, pass@k, capability eval, regression eval, agent benchmark, edd |
| exa-search |
exa search, neural search, web search, code search, company research, people lookup, exa mcp |
| fal-ai-media |
generate image, create video, text to speech, fal.ai, media generation, text-to-image, ai video |
| foundation-models-on-device |
on-device llm, apple intelligence, foundationmodels, generable, ios 26 ai, on-device generation, swift ai |
| frontend-patterns |
react, next.js, frontend, state management, component, zustand, react query |
| frontend-slides |
presentation, slides, pitch deck, html presentation, convert pptx, talk deck, slide design |
| golang-patterns |
go, golang, go patterns, go modules, go packages, idiomatic go, go code review |
| golang-testing |
go test, golang test, table-driven test, go benchmark, go fuzz, go coverage, go tdd |
| inventory-demand-planning |
demand forecast, safety stock, inventory planning, replenishment, abc analysis, sku planning, demand planner |
| investor-materials |
pitch deck, investor memo, financial model, fundraising, one-pager, use of funds, accelerator application |
| investor-outreach |
investor email, cold outreach, warm intro, investor follow-up, vc outreach, fundraising email, investor update |
| iterative-retrieval |
iterative retrieval, context retrieval, subagent context, progressive refinement, rag pipeline, multi-agent context, token optimization |
| java-coding-standards |
java standards, java coding, java naming, java immutability, java optional, java streams, spring boot java |
| jpa-patterns |
jpa, hibernate, entity design, n+1 query, spring data jpa, hikaricp, jpa relationship |
| kotlin-coroutines-flows |
kotlin coroutines, flow, stateflow, sharedflow, structured concurrency, coroutine scope, kotlin async |
| kotlin-exposed-patterns |
exposed orm, kotlin database, exposed dsl, exposed dao, hikaricp kotlin, flyway kotlin, jetbrains exposed |
| kotlin-ktor-patterns |
ktor, ktor server, ktor routing, ktor plugins, ktor auth, ktor websocket, ktor test |
| kotlin-patterns |
kotlin, kotlin idioms, sealed class, data class, kotlin dsl, kotlin extension, gradle kotlin |
| kotlin-testing |
kotlin test, kotest, mockk, kotlin tdd, kover, property-based test, kotlin coverage |
| liquid-glass-design |
liquid glass, ios 26 design, glass effect, glasseffect, morphing transition, swiftui glass, apple design |
| logistics-exception-management |
freight exception, shipment delay, freight claim, carrier dispute, delivery issue, shipping damage, logistics exception |
| market-research |
market research, competitive analysis, tam sam som, market sizing, competitor comparison, industry analysis, due diligence |
| nanoclaw-repl |
nanoclaw, claw repl, session management, claw.js, repl session, model switching |
| nutrient-document-processing |
nutrient api, document processing, pdf convert, ocr, document redaction, pdf form fill, document extraction |
| perl-patterns |
perl, perl module, modern perl, perl 5.36, perl refactor, perl idioms, perl code |
| perl-security |
perl security, taint mode, perl injection, dbi parameterized, perl xss, perl input validation, perl web security |
| perl-testing |
perl test, test2, test::more, prove, perl coverage, devel::cover, perl tdd |
| plankton-code-quality |
plankton, auto-format, write-time linting, code quality hook, posttooluse hook, auto-lint, plankton quality |
| postgres-patterns |
postgresql, postgres, sql query, index optimization, row level security, connection pooling, postgres schema |
| production-scheduling |
production scheduling, job sequencing, line balancing, changeover optimization, bottleneck, manufacturing schedule, drum-buffer-rope |
| project-guidelines-example |
project guidelines, project template, project skill example, project-specific skill, skill template |
| prompt-optimizer |
optimize prompt, improve prompt, rewrite prompt, prompt engineering, better prompt, prompt quality, help me prompt |
| python-patterns |
python, pythonic, pep 8, type hints, python idioms, python module, python refactor |
| python-testing |
pytest, python test, python tdd, python fixtures, python mocking, python coverage, parametrize |
| quality-nonconformance |
quality control, non-conformance, root cause analysis, capa, spc, ncr, supplier quality |
| ralphinho-rfc-pipeline |
rfc pipeline, dag execution, work unit, merge queue, multi-agent pipeline, rfc decomposition, quality gate |
| regex-vs-llm-structured-text |
regex vs llm, structured text parsing, text extraction, hybrid parsing, regex pipeline, form parsing, document parsing |
| returns-reverse-logistics |
product returns, reverse logistics, rma, refund processing, return fraud, warranty claims, disposition |
| search-first |
search first, research before coding, find existing solution, existing library, before writing code, search for packages |
| security-review |
security review, authentication, authorization, secrets management, input validation, api security, xss prevention |
| security-scan |
security scan, agentshield, claude config audit, mcp security, hook security, settings.json audit, configuration security |
| skill-stocktake |
skill stocktake, audit skills, skill quality, skill review, skill checklist, evaluate skills |
| springboot-patterns |
spring boot, spring mvc, webflux, spring data, spring events, spring controller, spring service layer |
| springboot-security |
spring security, jwt spring, oauth2 spring, spring csrf, spring rate limiting, spring auth, spring boot security |
| springboot-tdd |
spring boot test, junit 5, mockito, mockmvc, testcontainers, jacoco, spring tdd |
| springboot-verification |
spring boot verification, spring boot pr, spring boot build, spring boot lint, spring boot coverage, spring pre-deploy |
| strategic-compact |
compact, context limit, context pressure, long session, compaction, context management, token limit |
| swift-actor-persistence |
swift actor, thread-safe persistence, swift data persistence, actor model swift, offline-first swift, swift local storage |
| swift-concurrency-6-2 |
swift 6.2, approachable concurrency, swift concurrency, mainactor, @concurrent, data-race safety, swift migration |
| swift-protocol-di-testing |
swift dependency injection, swift protocol mock, swift testable, swift testing, protocol-based di, swift mock filesystem |
| swiftui-patterns |
swiftui, observable, navigationstack, swiftui state, swiftui binding, swiftui view, swiftui performance |
| tdd-workflow |
tdd, test-driven development, write tests first, red green refactor, test coverage, failing test, test before code |
| verification-loop |
verification, verify code, quality gates, pre-pr check, build verify, lint check, verification loop |
| video-editing |
video editing, cut footage, ffmpeg, remotion, vlog, video workflow, subtitle overlay |
| videodb |
videodb, video index, video search, desktop capture, video transcoding, video overlay, live stream |
| visa-doc-translate |
visa document, translate document, ocr translation, bilingual pdf, visa application, document translation |
| x-api |
x api, twitter api, post tweet, tweet thread, x timeline, x search, twitter bot |