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Hot-reload a Python function implementation from the latest file content without restarting the process. Use this to apply code fixes live after identifying a bug with watch/trace.

日本語の概要は準備中です。原文の説明を表示しています。

Assess delivery health metrics. For software: DORA + APEX. For content/AI/service products: product-type-appropriate metrics.

日本語の概要は準備中です。原文の説明を表示しています。

Repurpose existing content into a native Threads post or thread. Take a LinkedIn post, X thread, blog, YouTube script, or newsletter and rewrite it for Threads: warm the tone, de-corporate it, refit to a short post or light thread, rebuild the hook to clear the soft fold, strip off-platform artifacts, run the humanizer, publish via Publora on approval. Not for writing from scratch (use threads-post-writer), auditing a draft (use threads-humanizer), or a hook teardown (use threads-hook-extractor).

日本語の概要は準備中です。原文の説明を表示しています。

Draft a single Threads post or a multi-post thread using a 2026 Threads hook formula (warm contrarian, data-point, build-in-public, quote-post, mini-list, relatable, listicle, story, curiosity-gap, how-I teardown), picked by goal (replies, reposts, likes, quotes). Respects the 500-char limit and one-hashtag cap, runs the humanizer pass, and publishes via Publora, which auto-splits long content into a thread. Not for auditing a draft (use threads-humanizer) or hook teardown (use threads-hook-extractor).

日本語の概要は準備中です。原文の説明を表示しています。

Create or edit Czech club-member tips in src/jg/coop/data/tips for Discord synchronization. Use for tip content, filenames, headings, emoji identity, symbolic Discord references, voice, or parser compatibility.

日本語の概要は準備中です。原文の説明を表示しています。

Write or edit Czech junior.guru handbook content under src/jg/coop/web/docs/handbook. Use for drafting, rewriting, structuring, or reviewing handbook pages while preserving their voice, inclusivity, practical focus, and brand style.

日本語の概要は準備中です。原文の説明を表示しています。

Use ManagedCode.MimeTypes when a .NET application needs consistent MIME type detection, extension mapping, and content-type decisions for uploads, downloads, or HTTP responses.

日本語の概要は準備中です。原文の説明を表示しています。

Use ManagedCode.MarkItDown when a .NET application needs deterministic document-to-Markdown conversion for ingestion, indexing, summarization, or content-processing workflows.

日本語の概要は準備中です。原文の説明を表示しています。

Create and manage articles on the PANews platform. All operations require a valid user session. Triggers: write and publish new articles, view / edit / delete drafts, revise and resubmit rejected articles, upload images, search tags, apply for a column, polish or review article content.

日本語の概要は準備中です。原文の説明を表示しています。

Generates 3 alternative Stitch prompts for A/B testing screen concepts — vary layout, visual style, or content while keeping the underlying information architecture consistent.

日本語の概要は準備中です。原文の説明を表示しています。

Generates design variants of existing Stitch screens using the native variant API. Explore alternative layouts, color schemes, fonts, or content with configurable creativity levels.

日本語の概要は準備中です。原文の説明を表示しています。

Edits existing Stitch screens with text prompts — the iteration tool. Change colors, layout, content, or style without regenerating from scratch. Supports refinement loops via output_components suggestions.

日本語の概要は準備中です。原文の説明を表示しています。

Convert Claude Code plugins into generic, platform-agnostic format. Supports full conversion (skills, agents, hooks), flatten mode (skills only — agents converted to skills, hooks absorbed), or nested mode (agents nested as pure markdown within parent skills, hooks absorbed). Full mode supports per-group or unified output layouts — unified merges all groups into a single directory organized by component type. Strips Claude Code-specific implementation details to produce clean markdown files preserving only the intent and instructions. Use when asked to "make this portable", "convert to generic format", "export plugin", "create universal skills", "strip platform dependencies", "make harness-agnostic", "decouple from Claude Code", "flatten to skills only", "nest agents in skills", or when the user wants their plugin content usable outside Claude Code. Also use when the user wants to share skills with teams using different agent frameworks.

日本語の概要は準備中です。原文の説明を表示しています。

Use when verifying that a model in the imp inference engine produces coherent output without repetition loops, token-stuck states, or state corruption across turns or streams. Triggers on "degenerates", "check degeneration", "repetition loop", "own own own", "stuck token", "empty content", "multi-turn regression", "does it still work", "NIAH", and after enabling CUDA graphs / changing forward pass / MoE routing / KV cache or KV dtype / GDN state or scan / sparse attention / PDL / speculation (MTP, n-gram) / ragged prefill / batched-decode kernels (smallm, producer quantize) / FA2 softmax.

日本語の概要は準備中です。原文の説明を表示しています。

Use when working on or testing imp-server and its HTTP APIs - OpenAI/Anthropic endpoints, /v1/chat/completions, /v1/messages, /v1/responses, SSE streaming, tool calling, json_schema/regex/GBNF constrained decoding, thinking/reasoning_content, cache_control/prefix cache, model loading and swapping, request priority, X-Request-Id, OTLP tracing / traceparent / Jaeger, /metrics, container env (IMP_SET), "server returns 404/garbage", API compliance. Do NOT use for CLI-only inference (imp-cli), kernel work (sm120-cuda-expert), or pure output-quality checks (check-degeneration).

日本語の概要は準備中です。原文の説明を表示しています。

Structures investor portal organization with document hierarchy, access permissions, and communication archive management. Use when managing investor portals, organizing LP documentation, or maintaining investor communication records.

日本語の概要は準備中です。原文の説明を表示しています。

Structures investor day content with long-term strategy presentation, financial targets, and capital allocation framework communication. Use when preparing investor days, designing strategy presentations, or building financial target frameworks.

日本語の概要は準備中です。原文の説明を表示しています。

Structures S-1/F-1 prospectus content with business description, risk factors, MD&A, and financial presentation requirements. Use when preparing IPO prospectuses, drafting SEC filings, or structuring offering documents.

日本語の概要は準備中です。原文の説明を表示しています。

PowerPoint presentation generation using python-pptx. Create slides from Claude output, data analysis, or structured content. Covers slide templates, shapes, charts, tables, and themed presentations. Use for generating .pptx files programmatically.

日本語の概要は準備中です。原文の説明を表示しています。

Configurable regex-based alert system for detecting patterns in tool calls and session activity. Supports error triggers, content regex matching, token threshold triggers, and pattern detection with configurable actions.

日本語の概要は準備中です。原文の説明を表示しています。

Audit content and assets for brand compliance — style guide validation, tone of voice checking, visual identity consistency, brand asset management, and cross-channel coherence.

日本語の概要は準備中です。原文の説明を表示しています。

LLM-as-judge evaluation framework with 5-dimension rubric (accuracy, groundedness, coherence, completeness, helpfulness) for scoring AI-generated content quality with weighted composite scores and evidence citations

日本語の概要は準備中です。原文の説明を表示しています。

Astro framework expert including components, content collections, and integrations

日本語の概要は準備中です。原文の説明を表示しています。

Populate domain specs (glossary, entity definitions, use-cases) from SPEC.md content during implementation.

日本語の概要は準備中です。原文の説明を表示しています。