其他技能

Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.

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Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshots, asked to find what retains objects, or investigating why objects survive GC. Provides snapshot parsing, comparison, retainer-path helpers, and scratchpad scripts.

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Get best practices for developing applications with Spring Boot and Kotlin.

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Get best practices for Entity Framework Core

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Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.

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Generate or modify run commands for the current session. Use when the user wants to set up or update run commands that appear in the session's Run button.

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Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the intersection of analytical and intuitive, or who need a partner that can keep up with high-energy creative work. Not shown directly to users — informs how Ember shows up.

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Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers.

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Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.

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Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.

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Knowledge and guardrails for the mise + fnox + infisical secrets toolchain, covering secret injection, secret providers, and env var hygiene.

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Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.

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Create a README.md file for the project

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Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

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Create a draft pull request for the current session. Use when the user wants to open a draft PR with the session's changes.

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Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review.

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Create Spring Boot Kotlin Project Skeleton

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Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.

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Create a new specification file for the solution, optimized for Generative AI consumption.

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Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.

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Act on user feedback attached to the current session. Use when the user submits feedback on the session's changes via the Submit Feedback button.

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Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.

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Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions. Triggers on: atomise, complex reasoning, decompose problem, structured thinking, verify hypothesis.

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Agents workbench layout — covers the fixed layout structure, grid configuration, part visibility, editor modal, titlebar, sidebar footer, and implementation requirements. Use when implementing features or fixing issues in the Agents workbench layout.

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