📋 未加载 Skill 审查报告

生成: 2026-07-11 · 总skill: 145 · 已加载: 108 · 未加载: 44 · 本次删除: apple-notes, apple-reminders, findmy, imessage, macos-computer-use, minecraft-modpack-server

creative (2)

创意/音乐

SkillDescription
creative-ideationGenerate project ideas via creative constraints.
songwriting-and-ai-musicSongwriting craft and Suno AI music prompts.

devops (7)

Hermes 运维工具,大部分已用

SkillDescription
credential-testing-pitfallAvoid truncated/redacted credentials in API testing. When user provides keys/tokens, write them to file first, never inl
file-transfer-troubleshootingWhen transferring files between machines (Ubuntu→Mac via Tailscale or similar), covers the python3 http.server 127.0.0.1
hermes-connection-rescue快速诊断和修复 Hermes 连接问题 (TUI APIConnectionError / WeChat session expired / CLOSE-WAIT / proxy)
hermes-custom-providerAdd any OpenAI-compatible custom LLM provider to Hermes config, update fallback chains, and verify connectivity. Covers
hermes-profile-isolationUse Hermes Profiles to isolate gateway platforms with independent models, configs, and credentials. When you need differ
install-proxy-on-gfw-serverInstall and run mihomo (Clash Meta kernel) on a mainland Chinese server to proxy traffic through a subscription-based pr
tailscale-network-bridge>

github (2)

GitHub 辅助工具

SkillDescription
github-repo-managementClone/create/fork repos; manage remotes, releases.
github-repo-troubleshootingSystematic approach for investigating GitHub repository access issues - 404 errors, timeouts, private repos, and authent

mcp (1)

MCP 排错

SkillDescription
mcp-closedresource-errorFix MCP call failed ClosedResourceError when MCP servers crash or lose connection

media (2)

B站下载工具

SkillDescription
bilibili-cookie-downloadDownload videos from Bilibili using yt-dlp with user-provided logged-in browser cookies
bilibili-video-downloadDownload videos from Bilibili (bilibili.com) through the anti-scraping barrier. Covers the failed-tool fallback chain an

mlops (10)

ML 框架和模型,3.6GB 服务器跑不动但保留以备未来用

SkillDescription
audiocraftAudioCraft: MusicGen text-to-music, AudioGen text-to-sound.
ggufGGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware,
google-gemini-providerConfigure and troubleshoot Google Gemini as an LLM provider in Hermes. Covers API key formats, the June 2026 Auth Key tr
lm-evaluation-harnesslm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).
modalServerless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure ma
peftParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B)
segment-anythingSAM: zero-shot image segmentation via points, boxes, masks.
stable-diffusionState-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating im
trl-fine-tuningTRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.
vllmvLLM: high-throughput LLM serving, OpenAI API, quantization.

productivity (5)

生产力工具,部分区域相关

SkillDescription
handle-cloud-storage-file-accessSystematic approach for accessing files shared via cloud storage links when encountering authentication, network, or per
handle-file-sharing-and-network-issuesGuide for dealing with Google Drive links, network restrictions, and alternative file sharing methods when automated acc
quark-cloud-drive-accessHow to navigate and access files shared via Quark Cloud Drive, including limitations and workarounds for login requireme
regional-account-managementGuidelines and workflows for registering, configuring, and managing region-restricted digital accounts (Apple ID, Google
teams-meeting-pipelineOperate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline status, replay jobs, ma

research (1)

论文写作

SkillDescription
research-paper-writingWrite ML papers for NeurIPS/ICML/ICLR: design→submit.

security (3)

安全加固/扫描,✓ 值得加载

SkillDescription
security-and-hardeningMinimize attack surface, validate before executing destructive commands, verify output integrity, and follow the princip
server-security-hardeningHarden a Linux server against brute-force attacks: audit, fail2ban, SSH hardening, UFW firewall.
snyk-scan-before-installRun Snyk agent-scan on skills before installing them. Detects prompt injections, malware payloads, hardcoded secrets, an

software-development (11)

开发方法论,按需加载

SkillDescription
api-and-interface-designDesign stable, well-documented APIs and interfaces that are hard to misuse. Covers REST API patterns, TypeScript interfa
debugging-hermes-tui-commandsDebug Hermes TUI slash commands: Python, gateway, Ink UI.
desktop-to-cloud-agentTransform a desktop 3D interactive application (e.g., Unity-based virtual companion) into a cloud-hosted WeChat Mini Pro
doubt-driven-developmentThink before you write, doubt over confidence, clarity over speed. Override your default mode of confidently predicting
hermes-agent-skill-authoringAuthor in-repo SKILL.md: frontmatter, validator, structure.
incremental-implementationBuild in thin vertical slices — implement one piece, test it, verify it, then expand. Avoid implementing an entire featu
performance-optimizationOptimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or
requesting-code-review>
source-driven-developmentGround every framework-specific code decision in official documentation. Don't implement from memory — verify, cite, and
subagent-driven-developmentExecute plans via delegate_task subagents (2-stage review).
test-driven-developmentTDD: enforce RED-GREEN-REFACTOR, tests before code.