LLMを用途に合わせて追加学習するために、Unslothの導入やAPIの利用、コードの問題解決を支援。LoRA・QLoRAによる学習の高速化と省メモリ化も扱います。
- Unslothで追加学習を始めたいとき
- LoRA・QLoRAの学習方法を確認したいとき
- UnslothのAPIを使って実装したいとき
4,462 件 ・ 関連度順
概要と使いどころ
LLMを用途に合わせて追加学習するために、Unslothの導入やAPIの利用、コードの問題解決を支援。LoRA・QLoRAによる学習の高速化と省メモリ化も扱います。
複数の学習済みLLMを再学習せずに統合し、数学・コード生成・会話などの能力を組み合わせる手順を案内します。統合手法の選択から設定作成、評価までを扱います。
複数のAIエージェントの作成や状態確認、休止・再開、名前変更、設定の書き出し・読み込み、プラグイン管理をAI MaestroのCLIで行うスキル。
cogneeの取り込み速度や検索の待ち時間、LLM利用費を見直し、並行処理数・分割サイズ・呼び出し制限・モデル選択を用途に合わせて調整するスキル。
コードの変更を、関数同士の関係や影響範囲からレビューするスキル。リスク別に問題とテストの不足を整理し、具体的な修正案とマージの判断を提示します。
Add a macOS menu bar status indicator for NanoClaw. Shows a bolt icon with a green/red dot indicating whether NanoClaw is running, with Start, Stop, and Restart controls. macOS only.
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。
Re-run or deepen the agent's identity interview. Drives the SHARED bootstrap answer bank (state/interview.json) via `gbrain bootstrap interview --set/--show/--confirm`, then re-renders the identity files with `gbrain bootstrap render --only <FILE> --force`. One answer store, two surfaces: first-boot bootstrap and this re-run skill write the same bank, so an updated answer flows into SOUL.md, USER.md, ACCESS_POLICY.md, and HEARTBEAT.md without hand-editing rendered files. Every answer is the user's own words — never invented.
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。
Migrate a brain from gbrain-base (or any pack) to gbrain-base-v2's 14-canonical-type taxonomy via gbrain onboard --check + the unify-types Minion handler. Collapses 94 noisy types to 15 canonical with subtypes, alias rows, and link rows. Triggers when an agent notices pack_upgrade_available, type_proliferation, or asks "what is the canonical taxonomy / how do I clean up my page types".
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。
Filing gate for ALL brain writes. Consulted before creating any new brain page to determine the correct path. Reads the ACTIVE schema pack via `gbrain schema show --json` — no hardcoded directory table. Also runs periodic taxonomy drift detection via `gbrain schema review-orphans`.
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。
Prepares tax materials as a two-link chain — month-end-prep confirms the books are closed and reconciled first, then tax-season-organizer calculates the quarterly estimated payment or builds the year-end 1099-NEC list and accountant packet from those closed numbers. Requires a ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); uses Gusto, PayPal, and Stripe when connected, else CSV upload. US federal tax math; a non-US business gets the closed-books packet. Prep material for a CPA, never tax advice, nothing filed. Trigger on "quarterly taxes," "estimated tax payment," "how much should I set aside," "1099s," "1099-NEC," "W-9s," "year-end tax prep," "get my books ready for my accountant," any phrasing that suggests a tax deadline is coming, or a question about net profit or YTD income that sounds like worry about a tax bill. An owner who says the period's books are already closed routes to tax-season-organizer directly.
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。
Answers one question for an SMB owner — is the growth engine actually working? Pulls sales trend by channel, funnel conversion, campaign return, best and worst performing products, and customer sentiment from whatever is connected, then ends with the three growth actions worth taking this week. The growth-side twin of business-pulse, which covers the finance side. Use this whenever the owner asks how marketing or sales is performing, whether a campaign paid off, where leads are coming from, why the pipeline is stalling, which products are moving, or says anything like "is my marketing working," "growth check," "how's the funnel," or "where should I put my money next month." Reach for it even when the owner names a single channel rather than growth overall.
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。
Guided updates to an opportunity - push the stage, move the close date, set next steps, fix amount or forecast category. Shows the before/after, writes what you ask for or accept, and verifies with a record link. Use when the user says "push [deal] to [stage]", "move the close date on [opp]", "update next steps on [account]", "mark [deal] commit", or accepts a suggested update from another skill.
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。
Analyze and improve business processes. Trigger with "this process is slow", "how can we improve", "streamline this workflow", "too many steps", "bottleneck", or when the user describes an inefficient process they want to fix.
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。
Interactive PDF viewer. Use when the user wants to open, show, or view a PDF and collaborate on it visually — annotate, highlight, stamp, fill form fields, place signature/initials, or review markup together. Not for summarization or text extraction (use native Read instead).
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。
How agentmemory wires into host coding agents via the connect command. Use when installing agentmemory into a specific agent, when asked which agents are supported, or when a connect adapter writes the wrong config path.
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。
Show what happened in recent past sessions on this project as a clean timeline. Use when the user asks "what did we do last time", "session history", "past sessions", or wants an overview of previous work.
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。
List recent git commits linked to agent sessions, optionally filtered by branch or repo. Use when the user asks "show agent commits", "what has the agent shipped", "list linked commits", or wants commits with their session context.
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。
How to build Mastra frontend interfaces with the @mastra/playground-ui design system. This skill should be used when creating or modifying any application UI — pages, components, styling, or tokens — in this repo or in an external consumer of the design system. The docs site has its own styling and is out of scope.
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 a loop that runs a prompt now and follows up either on a fixed schedule or through self-paced wakeups. Usage - /loop check the build, /loop 5m check the build, /loop check the PR every 30m. /loop list to show jobs, /loop clear to cancel all.
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 doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number), planning a survey sample size with finite-population correction and per-segment minimums, or scoring candidate market segments against Kotler's measurable/substantial/accessible/differentiable/actionable criteria. Outputs always show the method and the assumptions. For market-research analysts and product-marketing at the sizing/survey/segmentation moment. Distinct from marketing-skill (campaign analytics, attribution, demand-gen) — this is the evidence-building methodology, not live-campaign optimization.
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。
Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. Use when the user runs /si:memory-status or asks how full or healthy the agent memory is.
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。
Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments. Use when exploring revenue models, evaluating pricing strategies, or deciding how to monetize a product.
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。
Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives. Use when creating a value proposition, analyzing customer value delivery, or articulating why customers should choose your product.
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。
The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they have no model of intent. Defines what counts as documented intent, what counts as implementation evidence, which mismatches matter, and how to avoid hand-wavy findings. Use when auditing AI-built code, reviewing access control against documented permissions, or checking whether a codebase matches its own documentation.
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。