Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.
Generate content for TRMNL e-ink display devices using the TRMNL CSS framework and send via the trmnl CLI.
Muda o perfil de instalação deste projeto (com diff prévio dos packs). Use sempre que o usuário disser "trocar perfil", "/trocar-perfil", "esse projeto virou outra coisa", "agora…
Modo de comunicação ultra-comprimido para PT-BR. Corta uso de tokens ~70% mantendo precisão técnica total. Diagnósticos em telegrafia, ações no imperativo.
Gera mensagens de commit concisas no formato Conventional Commits. Assunto <= 50 chars, modo imperativo, sem enrolação. Invoca com /troglodita-commit.
Review de código em uma linha. Formato: L
: . . Invoca com /troglodita-review.
Assist with TRON TRX transactions, bandwidth, energy, and TRC-20 token transfers.
Demo of x402 payment protocol by fetching a protected image. Triggers: '演示x402-payment' or 'demo x402-payment
Work with TronLink wallet - manage TRX and TRC-20 tokens, stake for energy/bandwidth, vote for super representatives, and interact with TRON dApps.
Detects and eliminates AI writing tropes that make text sound artificial or formulaic. Use when generating text content, writing documentation, creating code comments, or…
Für Troubled Portfolio Rescue: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Guides diagnosis and resolution when problems occur. Use when user mentions 動かない, エラーが出た, 壊れた, うまくいかない, broken, doesn't work, error. Do NOT load for: 正常なビルド, 新機能実装, レビュー.
Troubleshoots Monte Carlo AI agent alerts and traces — eval score drops, latency/token spikes, trajectory and validation breaches.
Troubleshooting protocol with MiniMax subagent delegation - NEVER stop early, use all resources before asking user
Use when diagnosing issues with Apache Cassandra: gc death spiral, compaction death spiral, tombstone storm, disk space exhaustion, or hint overflow.
Diagnose and fix common Algorand errors including smart contract failures, transaction rejections, and SDK exceptions.
Diagnoses Hermes Mobile "can't reach your computer" errors, pairing failures, and misleading connectivity banners.
Interpret Transcend Agent Governance MCP errors that look like policy denials or approval holds. Use when a governed tool call fails with deny, forbidden,…
Haeufige 3D-Druckfehler durch systematische Symptomanalyse diagnostizieren und beheben. Umfasst Haftung, Fadenziehen, Schichtversatz, Verzug und Unter-/Ueberextrusion.
Diagnose and fix common AEM 6.5 LTS replication issues including blocked queues, connectivity failures, and content distribution problems
Chromatographische Trennprobleme systematisch diagnostizieren und loesen: Symptome dokumentieren, Grundursachen fuer Peakform- und Retentionsanomalien identifizieren,…
Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, root causes, and actionable solutions.
Diagnoses and resolves MCP server registration failures, GPU detection, BigQuery authentication, index build failures, import errors, search quality issues, and performance…
Diagnoses dbt Cloud/platform job failures by analyzing run logs, querying the Admin API, reviewing git history, and investigating data issues.
Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion.
Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues.
List cited file evidence and materialize or export only the exact user-selected items.
Summarize one group over an explicit time scope from fully traversed cited evidence.
AWS Lambda handler patterns with CDK infrastructure conventions. Auto-activates when working with Lambda handler or CDK files.
Read or build a cited person and relationship profile through durable operations.
Recall a bounded cited message timeline by person, conversation, direction, date, or phrase.
Troy's handoff verifier — checks that an agent completed its work correctly and that the output is ready to pass to the next agent.
Troy's project status snapshot — reads open_tasks.md and the feature tree and produces a clear status report in under 10 seconds.
tRPC end-to-end type safety, procedures, routers, middleware, and React integration.
Check that a tRPC change is safe for released desktop, mobile, CLI, and SDK builds, pick the compatible pattern, and decide when a deprecated procedure can be removed.
Map tRPC route handler files (server) to their client call sites by walking the configured `t.router({...})` wiring and matching `...{mutate,query,...}`…
Build end-to-end type-safe APIs with tRPC — routers, procedures, middleware, subscriptions, and Next.js/React integration patterns.
TRPC router development guide. Use when creating or modifying apps/server/src/routers,
Build and verify a TensorRT engine from a Hugging Face model ID or ONNX file, with numerical parity checked against ONNX Runtime.
Validate and analyze TensorRT performance data from paired layer-info JSON and profile/latency JSON files.
Compile a PyTorch model to a TensorRT engine via Torch-TensorRT — AOT or JIT — under the new strong-typing default.
Systematic approach to exploring the TensorRT-LLM codebase before implementing new features or optimizations.
Use when you have a trained NeatMS neural network model (.h5 format) and need to assess its classification performance at a specific decision threshold (e.g., 0.01) to de — from…
TrueConf integration. Manage data, records, and automate workflows. Use when the user wants to interact with TrueConf data.
TrueLayer integration. Manage data, records, and automate workflows. Use when the user wants to interact with TrueLayer data.
Use when editing, reading, searching, or exploring files with trueline MCP tools (trueline_read, trueline_edit, trueline_search, trueline_outline, trueline_verify,…
Manage TrueNAS SCALE via API. Check pool health, manage datasets and snapshots, monitor alerts, control services, manage apps, orchestrate Dockge container stacks, and manage…
Domain-agnostic TrueSkill batch ranking via LLM-as-judge. Ranks any list of text items using overlapping subsets dispatched to Codex Spark workers. Swappable rubrics.
Ensure real-time accurate scheduling and planning across UTC, server time, NTP-sourced time, user local time, and arbitrary time zones.
Truework integration. Manage data, records, and automate workflows. Use when the user wants to interact with Truework data.
Use when sweeping a whole dependency corpus or codebase for every instance of one known bug class — "audit our gems/modules/packages for X", "we fixed this here, where else does…
基于 trumpstruth.org/feed 汇总特朗普相关公开推文（RSS），按“Evidence 模式/Latest 模式/Time 模式”输出证据与金融教育分析，并以特朗普口吻进行对话。
唐纳德·特朗普（Donald Trump）的思维框架与行为逻辑。基于著作、长访谈、辩论、 心理分析、前幕僚回忆录、重大决策记录共6个维度的深度调研（320KB+原始资料）， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：（1）思维顾问——用特朗普视角分析谈判、权力、传播问题； （2）行为预判——...
Orchestrate trunk-based development — short-lived branches, small PRs, CI gating, and merge-to-trunk discipline.
Truora integration. Manage data, records, and automate workflows. Use when the user wants to interact with Truora data.
Truppendienstgericht Zuständigkeit Verfahren: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Truss integration. Manage data, records, and automate workflows. Use when the user wants to interact with Truss data.
Trusted Flagger Beschwerdemanagement DSA: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Gate frontmatter MCP servers, hooks, and skills behind admin trust when plugin-only or hook-only modes are active.
Fetch A-share Hong Kong and US market evidence via Longbridge for market data price action FX ADR/AH premium filings news consensus financial snapshots and market-screen signals.