热门技能
当前社区里最受关注、增长最快的技能。
hermes-agent-operator
hermeum
Scaffold a complete, commented HermesAgent custom resource YAML manifest. Reads the HermesAgent CRD schema from the live cluster (or falls back to the repo CRD file) so the output always matches the deployed spec version.
fixing-flaky-tests
PostHog
Guides an agent through reproducing, root-causing, fixing, and validating flaky tests in the PostHog monorepo. Use when a test fails intermittently in CI but passes on rerun or locally, when hogli ci:insights or the debugging-ci-failures skill classifies a failure as a flaky test, when given a GitHub Actions URL for a flaky job, when asked to check Trunk Flaky Tests for a test, PR, or master, or when asked to deflake, stabilize, or fix a flaky Jest, pytest, or Playwright test. Core discipline: reproduce locally before changing anything, fix the root cause (never mask it with sleeps, retries, or bigger timeouts), and prove the fix with an N-run validation loop sized to the observed failure rate. Stabilizing is not the only valid outcome — the skill also gates whether the test should exist, so deleting a test that catches nothing real, or re-leveling one that flakes because of the level it runs at, are first-class endings.
agent-orchestration
Jamie-BitFlight
Scientific delegation framework for orchestrators coordinating sub-agents. Provides WHERE-WHAT-WHY context patterns while preserving agent autonomy. Use when delegating tasks, structuring sub-agent prompts, planning multi-agent workflows, or coordinating specialist agents.
claude-code-plugins
melodic-software
"Cite which project depends on which from build manifests, with the file and declaration on every edge. Use when: 'map dependencies', 'project reference graph', 'dependency graph', 'what references what', 'internal dependencies', 'package references', 'which projects depend on which'. Skip when: the question is which repositories exist, which is /architecture:map-landscape, shallow modules, which is /architecture:improve, or source imports and call graphs."
lsp
atopile
"How the atopile Language Server works (pygls), how it builds per-document graphs for completion/hover/defs, and the invariants for keeping it fast and crash-proof."
youlianvr
Work with Gmail — send and read emails on behalf of the user using the local SMTP/IMAP script. This skill is a legacy/local fallback; the canonical primary route for Google Workspace operations is the configured google-workspace MCP when its exact operation is verified. Can: send emails with attachments, read the inbox with Gmail-query search (from:, subject:, etc.), check mail. Use this skill when the user asks to: - Send an email / write to someone / write to email - Check mail / see what arrived / is there a reply - Write to someone on my behalf / reply to an email - Attach a file to an email / send with attachment - Get an archive password / request access via email - Any email-related task (send, read, check, monitor inbox) ⚠️ REQUIRES GMAIL_ADDRESS + GMAIL_APP_PASSWORD in .env. Without them, every email command will fail at auth. NOT for: Telegram messaging, SMS, or other non-email communication channels.
contract-and-proposal-writer
youlianvr
"Generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, SOWs, NDAs, and MSAs. Structured Markdown output with docx conversion instructions. Covers US (Delaware), EU (GDPR), UK, and DACH (German law) jurisdictions. Not a substitute for legal counsel — use as strong starting points. Use when drafting a freelance contract, preparing a client proposal, writing an SOW for a new engagement, or producing an NDA before sharing sensitive material."
deep-research
youlianvr
"Run a disciplined, multi-source research investigation for a high-stakes question or decision — fan-out web search across many channels, parallel batched searches, source triangulation (each claim backed by ≥3 independent sources), an adversarial review pass, and every source saved to its own file with verbatim quotes for reuse. Use when a low-quality answer is expensive: strategy work, comparing N products/methods/markets, validating a hypothesis with external data, or mapping how a field works. NOT for quick fact-checks (answer directly), structured 12-dimension competitor scoring (use competitive-teardown), or fast topic overviews where the decision risk is low (use the research router instead)."
diagnosing-bugs
youlianvr
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
fedora-warm-colors
youlianvr
Make a Fedora GNOME (Wayland) display look warm and pleasant like Windows instead of cold/washed out. Use when the user asks to fix cold colors, set up gamma, night light, color temperature, or "make it like Windows" on Fedora/GNOME/Wayland.
diagram-generator
youlianvr
generate, refine, validate, and render diagrams from natural language, notes, code snippets, schemas, tables, or existing diagram source. use for flowcharts, swimlanes, sequence diagrams, state diagrams, er diagrams, class diagrams, architecture/c4-style diagrams, dependency graphs, gantt charts, mind maps, user journeys, sankey-style flows, org charts, network graphs, and other visual models. supports mermaid by default, graphviz dot for complex graph layout, plantuml for uml-heavy engineering diagrams, and svg output when direct markup is more reliable.
agent-reach
youlianvr
'MUST USE when user wants to research/search/look up anything on the internet — e.g. research X / look up X /
aggg2-persona
youlianvr
Use for ANY communication with the user — how to speak and respond: when to explain simply and step by step, when briefly, how to react to a difficult situation, how to verify your own answers, how to reduce the interlocutor's load, how not to pass guesses off as facts. Covers: tone and style (calm, human, no sugarcoating), adaptation to the interlocutor (pace, level, mood), "explain step by step" mode, how to explain complex things (audience → layers → analogy → comprehension check), visual presentation (tables, hierarchy, highlighting, diagrams), importance of no hallucinations (fact checking, "verify" instead of guessing), testing answers through a beginner's eyes, answer structure (result first, next step last). Not for techniques (web-research-camoufox, db-first-search) — this skill is about HOW to speak.
browser-automation
youlianvr
Drive browsers and desktop GUIs — choose the right tool for the job. Covers agent-browser (standalone CDP), browser-skill (user's real browser via bsk), and computer-use (desktop GUI via cua-driver). Use when interacting with websites, web apps, native apps, or the desktop.
find-the-original-image
youlianvr
Reverse image search across Yandex, Google Lens, Bing Visual Search, TinEye and Baidu to find where a picture came from and who published it first. Use when reverse image searching, identifying a photo, face, logo, product, uniform or building, tracing a profile picture or avatar, finding the oldest copy of an image, checking whether a photo is stock or a repost, or reverse-searching a video by keyframes. Applies to romance and investment scam investigation, fake-profile and synthetic-identity detection, disinformation and media verification, counterfeit and brand-infringement work, and insurance claim review. Reference at useosint.com/skills/find-the-original-image. NOT for authenticity / deepfake / manipulation detection (use is-this-photo-real).
handoff
youlianvr
Compact the current conversation into a handoff document for another agent to pick up. References existing artifacts (PRDs, plans, ADRs, issues, commits, diffs) by path or URL instead of duplicating them. Use when user wants to hand off the conversation to a fresh agent or starts a new session that picks up prior work.
git
youlianvr
"Standardized Git operations: conventional commits, branch naming, workflow rules. Create commits with auto-detected type/scope, manage branches, run workflow operations. Use when committing changes, managing branches, or any git workflow task."
free-tool-strategy
youlianvr
"When the user wants to build a free tool for marketing — lead generation, SEO value, or brand awareness. Use when they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool,' 'lead gen tool,' 'build something for traffic,' 'interactive tool,' or 'free resource.' Covers idea evaluation, tool design, and launch strategy. For pure SEO content strategy (no tool), use seo-audit or content-strategy instead."
debug-incident-protocol
youlianvr
Use when the user says: "doesn't work", "still broken", "hung/frozen", "disappeared after update", "used to work", "metric is zero but UI OK" — or when you need to investigate an incident, find the hang root cause, verify a process was actually restarted. Covers: facts before theories (storage/logs/PID), symptom vs root cause, silent failure by metrics, single consumer, restart ritual, hang localization via progress marker, timeouts, cache masking. Do not use for test writing (testing-discipline) and refactoring (agent-refactor-safety).
dataviz
youlianvr
Choose and produce an appropriate chart/dashboard/visual explanation from data, with legible encodings and source/assumption notes.
grill-me
youlianvr
"Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions 'grill me', 'grill with docs', 'stress-test against docs'. Two modes: plain grill (one question at a time, recommended answers) and docs-anchored grill (challenges the plan against CONTEXT.md glossary and docs/adr/ records, updating them inline)."
dolphin-windows-theme
youlianvr
Make the Dolphin file manager (flatpak on GNOME/Fedora) look like Windows 11 File Explorer — dark gray #1F1F1F background, white text, blue #0078D4 selection. Use when the user says "dolphin dark theme", "dolphin like on Windows", "like Windows Explorer", "white text dolphin", "dolphin not dark", "theme dolphin dark", "windows 11 dark dolphin", or a flatpak Qt/KDE app ignores ~/.config/kdeglobals and stays light. Covers kdeglobals/color-scheme placement inside the flatpak sandbox, QT_QPA_PLATFORMTHEME=kde, flatpak overrides, and pixel-verification without seeing the screen.
disk-formatting
youlianvr
Format, repartition and mount disks/partitions on Fedora Linux (ext4, btrfs, NTFS, FAT32, exFAT). Use when the user asks to format a disk, create a partition, fix a read-only NTFS drive, wipe a disk, make a USB stick, or mount a formatted disk with fstab.
android-adb-automation
youlianvr
Dump+parse UI hierarchy, tap/type/swipe, handle MIUI security restrictions, read SMS from inbox, open incognito tabs. Use when the user wants to automate, control, or drive an Android phone/tablet via USB (form filling, app flows, SMS codes, signup flows), or when adb shell input fails with SecurityException/INJECT_EVENTS on MIUI/Xiaomi devices.