Use when when a new version or variant of a tool claims performance improvements
Explains how to use Synapse RuntimeContext API. Use when the user asks about "RuntimeContext", "ctx.", "logging", "progress tracking", "set_progress", "set_metrics",…
session-manager protocol plus Runtime Continuity v2 as a CLI: assess / log / checkpoint / archive / restore / status / warm / host-switch / resume-bundle / list-contexts.
Use to inspect, restart, and verify local frontend/backend runtimes with targeted probes.
Use when a runtime claim remains unable-to-check after static verification and a reviewed command ID can collect bounded dynamic evidence.
Runtime HAL for multi-runtime agent orchestration. Detects active AI assistant (Claude Code, Codex, Gemini, Cursor) and exposes uniform interface for startup injection, GUPP…
Display a comprehensive runtime environment report covering detected provider, available tools, AIWG version, and installed frameworks
Алгоритм рантайм-расследования багов в 1С BSL: граф вызовов + ключевые переменные → пробы → трасса → цикл гипотез.
Read product runtime observability artifacts (structured JSONL events plus the raw fallback log) and produce a reviewable analysis report covering repeated errors, slow…
Emit info-level logs to file during task execution, similar to logger.info() calls in code
Why ~/.local/share/worldarchitect-runners/ is a runtime mirror, not the source — and how to sync changes correctly.
Choose Path 1 Lab MCP, Path 2 ahujasid bridge, or CLI appendix from constraints; Connector hosts Path 1 only with Lab add-on inside Blender.
Use when when you need to empirically validate that one mass spectrometry data processing library achieves higher throughput than competing alternatives.
Low-level OCI container runtime patterns using Linux namespaces and cgroups. Namespace isolation (pid/net/mnt/uts/ipc), cgroup resource caps, rootless execution, OCI bundle…
Automatically improve OpenClaw and 1ai-skills at runtime. Analyze performance, detect gaps, enhance skills, and self-optimize during operation.
Expose one explicit Cortex Agent project through the standard, read-only Management API MCP stdio adapter.
Product Studio public entry point. Use for any bounded product engagement, from one landing page or feature to a complete software project.
Generate images and videos via Runware API. Access to FLUX, Stable Diffusion, Kling AI, and other top models.
Calculate a startup's net monthly burn and cash runway by combining bank balances from Mercury with card and bill spend from Ramp, offset by revenue.
Use when reasoning about cash runway — burn shape, fundraise triggers, layoff-vs-cut-vs-grow decisions. Triggers on 'how long do we have', 'should we raise', 'cut or grow'.
Runway common errors — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway core workflow a — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway core workflow b — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway cost tuning — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway hello world — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway install auth — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway local dev loop — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Cash runway as a distribution, not a number — Monte Carlo simulated. Use when someone asks how long their cash lasts, when to start fundraising, or how burn/revenue volatility…
Runway performance tuning — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Turn burn and cash into a clear runway picture and a raise decision — months left, default-alive vs default-dead, and what to cut or change.
Runway prod checklist — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Für Runway und Milestone Monitor: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Runway upgrade migration — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway webhooks events — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Capture software requirements through a structured interview and normalize the answers into the canonical rupify-model without inventing missing information.
Se séparer d''un salarié d''un commun accord (rupture conventionnelle). Méthode professionnelle française, avec ses pièges et ses questions à poser.
Mettre fin à une période d''essai. Méthode professionnelle française, avec ses pièges et ses questions à poser.
Use when targeting 《农村经济》(Rural Economy — 四川省社会科学院主办的农村经济综合月刊, 1983 年创刊, CN51-1029/F, ncjj.alljournal.cn 在线投稿, 摘要≤150字+顺序编码参考文献) or deciding whether a Chinese 三农/农村经济 manuscript…
Audit rural health network software for telehealth readiness, provider coverage mapping, patient transportation coordination, referral network optimization, Critical Access…
Manage high-traffic periods by triaging the queue, batching prep, and calling for backup.
Настройка прокси и работа с API из России: конфиги, подключения, альтернативы заблокированным сервисам.
Правила сокращений в русском тексте по справочнику Мильчина и Чельцовой. Используй при работе с любым русским текстом, где встречаются или могут потребоваться сокращения:…
Правила цитирования, оформления примечаний и библиографических ссылок в русском тексте по справочнику Мильчина и Чельцовой и ГОСТ 7.1-2003.
Переписывать развёрнутые русскоязычные тексты в живом человеческом стиле — без AI-штампов, copula-патологии, канцелярита, нанизывания родительных падежей и отглагольных…
Правила оформления перечней (списков) в русском тексте по справочнику Мильчина и Чельцовой. Используй при создании или редактировании любых списков, перечислений, нумерованных и…
Правила написания имён собственных, прописных букв и кавычек в русском тексте по справочнику Мильчина и Чельцовой.
Правила оформления чисел, дат, времени и знаков в русском тексте по справочнику Мильчина и Чельцовой.
All user-facing titles created by the agent must be in Russian. Applies to spawned tasks (mcp__ccd_session__spawn_task), chapter markers (mcp__ccd_session__mark_chapter),…
Правила типографики и оформления русского текста по справочнику Мильчина и Чельцовой: выделения (курсив, полужирный, капитель), заголовки, эпиграфы, посвящения, тире и дефисы,…
Pryamoy Russkiy (Straight Russian) — AI assistant that tells it like it is. Direct answers, no fluff, occasional profanity.
Expert in Rust development with focus on safety, performance, and async programming
Rust compiler skill for systems programming. Use when selecting RUSTFLAGS, configuring Cargo profiles, tuning release builds, reading assembly or MIR output, understanding…
Rust documentation conventions (RFC 1574). Apply when writing doc comments on public Rust items. Covers summary sentences, section headings, type references, and examples.
Deliver 5-8 sharp criticisms of a provided fiction document, one at a time, with a suggested fix for each, editing the document after each response.
Rutter integration. Manage data, records, and automate workflows. Use when the user wants to interact with Rutter data.
Generate and manage vector embeddings for semantic search and RAG retrieval across knowledge bases.
Portable WASM embedding generation using ONNX Runtime with SIMD acceleration and parallel workers. Use when generating text embeddings in browsers without a server, running…
Train RuView models — camera-free WiFlow pose (10 sensor signals, no labels), camera-supervised pose (MediaPipe + ESP32 CSI → 92.9% PCK@20, ADR-079), RuVector contrastive…
Ruzzy is a coverage-guided Ruby fuzzer by Trail of Bits. Use for fuzzing pure Ruby code and Ruby C extensions.
Professional data-cleaning spec for this project (FINS5557 RV forecasting). Must trigger when cleaning/parsing/aligning any raw data — 5-minute S&P 500 CFD intraday data, Wind…