photonics-dhl
- 197 skills
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- 21 hours ago last updated
- ▌ Codex · photonics-dhlDelegate coding tasks to OpenAI Codex CLI agent. Use for building features, refactoring, PR reviews, and batch issue fixing. Requires the codex CLI and a git repository.
- ▌ Ideation · photonics-dhl bundleGenerate project ideas through creative constraints. Use when the user says 'I want to build something', 'give me a project idea', 'I'm bored', 'what should I make', 'inspire me', or any variant of 'I have tools but no direction'. Works for code, art, hardware, writing, tools, and anything that can be made.
- ▌ Codebase Inspection · photonics-dhlInspect and analyze codebases using pygount for LOC counting, language breakdown, and code-vs-comment ratios. Use when asked to check lines of code, repo size, language composition, or codebase stats.
- ▌ Nemo Curator · photonics-dhl bundleGPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.
- ▌ Tensorrt LLM · photonics-dhl bundleOptimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.
- ▌ Scrapling · photonics-dhlWeb scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
- ▌ Obliteratus · photonics-dhl bundleRemove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to excise guardrails while preserving reasoning. 9 CLI methods, 28 analysis modules, 116 model presets across 5 compute tiers, tournament evaluation, and telemetry-driven recommendations. Use when a user wants to uncensor, abliterate, or remove refusal from an LLM.
- ▌ Canvas · photonics-dhl bundleCanvas LMS integration — fetch enrolled courses and assignments using API token authentication.
- ▌ Siyuan · photonics-dhlSiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
- ▌ Popular Web Designs · photonics-dhl bundle54 production-quality design systems extracted from real websites. Load a template to generate HTML/CSS that matches the visual identity of sites like Stripe, Linear, Vercel, Notion, Airbnb, and more. Each template includes colors, typography, components, layout rules, and ready-to-use CSS values.
- ▌ Webhook Subscriptions · photonics-dhlCreate and manage webhook subscriptions for event-driven agent activation. Use when the user wants external services to trigger agent runs automatically.
- ▌ Opencode · photonics-dhlDelegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.
- ▌ Architecture Diagram · photonics-dhl bundleGenerate professional dark-themed system architecture diagrams as standalone HTML/SVG files. Self-contained output with no external dependencies. Based on Cocoon AI's architecture-diagram-generator (MIT).
- ▌ Github Repo Management · photonics-dhl bundleClone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ Segment Anything Model · photonics-dhl bundleFoundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts, or automatically generate all object masks in an image.
- ▌ Stable Diffusion Image Generation · photonics-dhl bundleState-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.
- ▌ Optimizing Attention Flash · photonics-dhl bundleOptimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.
- ▌ Dirac Debug Ops · photonics-dhl bundleUse when the user asks to debug Dirac_solver execution, verify OpenClaw execution capability, or validate state synchronization across queue, bridge, and progress sync files.
- ▌ Dirac Planner · photonics-dhlUse for Dirac benchmark planning when selecting case scope, tolerance gates, and execution budgets before running harness/Octopus.
- ▌ Dirac Executor · photonics-dhlUse for Dirac execution stage to run harness and Octopus with endpoint fallback and audit artifacts.
- ▌ Dirac Reviewer · photonics-dhlUse for strict production gate reviews of Dirac orchestration outputs across physics quality, KB quality, UI readiness, and contract completion.
- ▌ Dirac Vector Kb Ops · photonics-dhlUse when the user asks to build, refresh, validate, or inspect the Dirac DFT/TDDFT vector knowledge base, including ingestion status and retrieval quality.
- ▌ Octopus Parallel Perf · photonics-dhlUse when running Octopus DFT/TDDFT calculations — select optimal mpirun -np and ParStates/ParDomains/OMP configuration for the system size. For new molecules or large systems, run a quick parallel scaling benchmark first.
- ▌ Repo Map · photonics-dhlUse when entering the repo for the first time, running a read-only codebase audit (Phase 0), or needing a directory/dependency/service/data map. Do NOT use for editing code or refactoring — this skill is strictly read-only.
- ▌ Docs Sync · photonics-dhlUse when project files or task status change, before handoff/compaction/deployment, or when stale docs, old memory, conflicting CURRENT claims, version drift, or bloated context could misroute the next session.
- ▌ Test Gate · photonics-dhlUse after any code change before claiming completion, and when preparing phase acceptance evidence. Do NOT use to design new test frameworks — this is a pass/fail gate, not a test-authoring guide.
- ▌ API Contract · photonics-dhlUse when designing, adding, or changing any backend API endpoint, event, or frontend-backend data schema. Do NOT use for internal function signatures that never cross a process boundary.
- ▌ Infra Runbook · photonics-dhlUse when writing deployment/backup/restore runbooks, changing Docker/compose/network topology, or preparing a production operation. Do NOT use for local dev-only one-off commands.
- ▌ Security Review · photonics-dhlUse when reviewing code that touches auth, permissions, uploads, secrets, sandbox execution, logging, or before any public release. Do NOT use for purely cosmetic or docs-only changes.
- ▌ Architecture Guard · photonics-dhlUse before modifying code that touches module boundaries, AI/Provider SDK calls, or the monorepo layout. Do NOT use for pure content/documentation edits that don't change code structure.
- ▌ Database Migration · photonics-dhlUse when writing, reviewing, or applying any database schema migration or deciding what belongs in the database vs object storage. Do NOT use for read-only queries or seed data scripts.
- ▌ Mermaid · photonics-dhlMermaid diagram generation skill for creating knowledge trees, flowcharts, sequence diagrams, and concept visualizations. **Trigger when**: User says "生成图表", "画个图", "mermaid", "知识树", "流程图", "生成mermaid", "画流程图", "knowledge graph", "flowchart" **Also trigger when**: User wants to visualize: - Concept relationships (knowledge trees) - Process flows (workflows, procedures) - System architecture - State machines - Entity relationships - Sequence/timeline diagrams **DO NOT trigger for**: Complex 3D visualizations (use image-generation), detailed technical drawings (use diagram-generator or image-generation). Make sure to use this skill whenever the user wants to visualize relationships, processes, or structures. Mermaid is free and fast - prefer it over image-generation for simple diagrams.
- ▌ Tex2docx · photonics-dhlLaTeX (ctexart) → DOCX 格式保持转换。三步流程： 1. python-docx 生成匹配 ctexart 样式的 reference.docx 模板 2. pandoc + reference.docx 执行转换（公式→OMML、图片嵌入） 3. python-docx 后处理（中文字体、图注识别、表格线型、图片尺寸） 触发场景： - 用户需要将 LaTeX 文件转为 Word 文档并保持格式 - 用户说"转 docx"、"输出 Word 版本"、"转成 Word" - 中期报告、论文等需要提交 DOCX 格式时 依赖：python-docx、pandoc 3.x
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- ▌ Bishe Guider · photonics-dhl bundle中文学术毕业论文（本科/硕士/博士）全流程写作指导与质量检查 Skill。 用于辅助毕业论文的撰写、修改、审查与定稿，覆盖写作风格、文献检索、 论文结构规范、排版语法、实验规范、盲审合规性、图表一致性等维度。 使用场景： (1) 撰写或修改论文章节内容时，确保符合学术写作规范 (2) 润色文本，去除 AI 写作痕迹，使行文自然如人类研究者亲笔 (3) 检索、筛选和管理学术参考文献 (4) 检查论文结构、逻辑一致性、盲审匿名性、图表风格一致性 (5) 定稿前的全面复盘检查
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- ▌ Paper Search · photonics-dhl学术论文搜索技能，集成多个学术数据库进行文献发现。 触发条件： - 用户需要搜索特定论文 - 用户需要查找某领域的代表性文献 - 用户需要按 DOI/标题查找论文 核心能力： - PubMed / ArXiv / Semantic Scholar 联合搜索 - 按标题匹配查找论文 - 获取论文引用和参考文献
- ▌ Latex Posters · photonics-dhlCreate professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
- ▌ Paper Writing · photonics-dhl bundle英文期刊论文AI辅助撰写。从Gap识别到定稿的全流程pipeline，整合三源文献、Gap-driven规划、审稿人友好写作、反AI痕迹。当用户需要写英文期刊论文时触发。中文毕业论文请用bishe-guider。
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- ▌ Referee Review · photonics-dhl审稿人专用技能。当用户提到以下任何场景时必须自动触发： - "审稿"、"审稿意见"、"审稿信"、"写审稿意见"、"帮我看这篇论文作为审稿人" - "review this paper"、"referee report"、"peer review" - "评价这篇稿件"、"给这篇论文写审稿意见"、"作为审稿人" - 收到期刊审稿邀请、需要提交审稿报告 7阶段系统化审稿流程（初评→逐节→统计→可复现→图表→研究诚信→写作质量）。 生成中英双语标准审稿信，含物理/光学实验特有审查项。 注意：本 skill 是"审别人的论文"，不是自审（paper-review）也不是写作诊断（academic-craft）。
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- ▌ Literature Sync · photonics-dhl文献同步技能，管理 Zotero 和 Obsidian 之间的文献笔记同步。 触发条件： - 用户说"同步 Zotero 文献" - 用户说"导入这篇论文到 Obsidian" - 用户说"更新文献笔记" 自动触发：当用户提及文献管理或需要导入论文时。
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- ▌ Optics Learning · photonics-dhl光学学习技能，提供知识树构建、概念可视化和学习进度跟踪。 触发条件： - 用户说"帮我梳理XX知识体系" - 用户说"构建XX的学习路径" - 用户说"我需要学习超表面光学" - 用户询问某个光学概念的前置知识 自动触发：当用户表达学习光学领域知识的需求时。
- ▌ Word Form Filler · photonics-dhl填写 Word (.docx) 表格表单，格式零破坏。完整流程： 1. 用 python-docx 深度解析文档结构（段落/表格/合并单元格/表单域） 2. 定位可填写区域（区分指引行 vs. 内容行） 3. 保留原始格式（rPr/pPr）写入内容 4. 备份原文件 → 写入 → 验证 → Humanizer 润色 触发场景： - 明确填写类："帮我填表"、"填写申请表"、"填写 Word 表单"、"填这个 docx" - 修改内容类："修改这个表格"、"在这个 docx 里填入"、"更新 Word 表格内容" - 批量操作类："批量填表"、"把这些信息填到表格里"、"生成填写好的 Word 文档" - 文件路径指向 .docx 且语境为填写/修改/填入内容 - 提到"表格"、"表单"、"申请表"且目标文件是 Word 格式 - 任何需要在 .docx 表格中写入内容且保持格式的场景 依赖：python-docx（pip install python-docx）
- ▌ Academic Research · photonics-dhl智能学术研究技能 v2.0 - 数据驱动的可验证文献综述生成 触发条件： - 用户需要文献调研并生成可验证的学术综述 - 用户需要"帮我写一篇关于X的综述" - 用户需要基于真实文献的LaTeX论文 核心工作流： 1. OpenAlex 论文发现（按相关性排序） 2. 多字段关键词分组（PCA/OR/等离子体/超表面等） 3. LaTeX + BibTeX 导出 4. 引用图谱生成 数据保证：所有论文信息（作者/年份/期刊/引用数/DOI）均来自真实API响应， 摘要从 inverted_index 重建，数值可溯源。
- ▌ Diagram Generator · photonics-dhlAdvanced diagram generation skill supporting DrawIO, Mermaid, and Excalidraw formats for creating professional technical diagrams. **Trigger when**: User says "生成图表", "DrawIO", "excalidraw", "专业技术图", "architecture diagram", "系统架构图", "wireframe" **Also trigger when**: User wants: - Professional architecture diagrams - UML diagrams with more detail than Mermaid - Interactive diagrams (Excalidraw) - Technical drawings with precise shapes - Network diagrams - UI wireframes **DO NOT trigger for**: Simple flowcharts (use mermaid), photo-realistic images (use image-generation). Make sure to use this skill when the user needs more sophisticated diagrams than Mermaid can provide, or when they specifically request DrawIO/Excalidraw format.
- ▌ Literature Review · photonics-dhl bundle系统性文献综述撰写。整合 Pautasso (2013) 综述写作规则和 C-C-C 结构原则。当用户需要写文献综述时触发。
- ▌ Scientific Slides · photonics-dhlBuild slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
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- ▌ Scientific Writing · photonics-dhl科研写作工艺——段落/语言层面的写作工具。两阶段写作流程、段落清晰度检查、反向大纲、7条全局原则、段落角色标注、Claim-Evidence映射。当用户需要优化段落质量、改善逻辑流、做语言层面润色时触发。不负责论文结构规划（那是paper-writing）。
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- ▌ Statistical Analysis · photonics-dhlGuided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.
- ▌ Scientific Visualization · photonics-dhlMeta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
- ▌ 1password · photonics-dhl bundleSet up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
- ▌ Blender MCP · photonics-dhlControl Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use when user wants to create or modify anything in Blender.
- ▌ Google Workspace · photonics-dhl bundleGmail, Calendar, Drive, Contacts, Sheets, and Docs integration for Hermes. Uses Hermes-managed OAuth2 setup, prefers the Google Workspace CLI (`gws`) when available for broader API coverage, and falls back to the Python client libraries otherwise.
- ▌ Neuroskill Bci · photonics-dhl bundleConnect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load, drowsiness, heart rate, HRV, sleep staging, and 40+ derived EXG scores) into responses. Requires a BCI wearable (Muse 2/S or OpenBCI) and the NeuroSkill desktop app running locally.
- ▌ Parallel CLI · photonics-dhlOptional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.
- ▌ Academic Paper Review · photonics-dhl bundle多视角模拟学术论文评审 — 模拟国际期刊同行评审流程。支持 quick（EIC 单人快审）、methodology（方法论专项）、full（5视角完整评审）三种模式。从方法论严谨性、领域专业度、创新性、论证逻辑、期刊适配度五个非重叠视角独立审查，最终合成编辑决定和修订路线图。适用于：投稿前自检、论文质量评估、模拟审稿。
- ▌ Scholars Tea DB Query · photonics-dhl直接查询 Scholar's Tea PostgreSQL 数据库（绕过浏览器/API 故障），用于获取用户、帖子、课题组等社区数据。
- ▌ Telephony · photonics-dhl bundleGive Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls through Bland.ai or Vapi.
- ▌ Oss Forensics · photonics-dhl bundleSupply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis formation/validation, and structured forensic reporting. Inspired by RAPTOR's 1800+ line OSS Forensics system.
- ▌ Research Paper Writing · photonics-dhl bundleEnd-to-end academic paper writing skill covering proposal, structure, writing, formatting, and quality review. Targets Nature, Science, IEEE, NeurIPS, ICML, ICLR, AAAI, ACL, COLM. Emphasizes narrative-driven writing, citation discipline, and iterative refinement.
- ▌ Bioinformatics · photonics-dhlGateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on demand.
- ▌ Academic Revision Coach · photonics-dhl bundle审稿意见结构化解析与修订路线图生成。输入任意格式的审稿意见，输出逐条分类、优先级排序、章节映射的修订路线图。支持多审稿人合并处理、承诺追踪、Response Letter 模板生成。TRIGGER: 收到审稿意见、parse reviews、revision roadmap、help me with my revision、回复审稿人、如何修改论文。
- ▌ Meme Generation · photonics-dhl bundleGenerate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.
- ▌ Hermes Agent · photonics-dhlComplete guide to using and extending Hermes Agent — CLI usage, setup, configuration, spawning additional agents, gateway platforms, skills, voice, tools, profiles, and a concise contributor reference. Load this skill when helping users configure Hermes, troubleshoot issues, spawn agent instances, or make code contributions.
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- ▌ Duckduckgo Search · photonics-dhl bundleFree web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.
- ▌ Gitnexus Explorer · photonics-dhl bundleIndex a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
- ▌ Honcho · photonics-dhlConfigure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Use when setting up Honcho, troubleshooting memory, managing profiles with Honcho peers, or tuning observation, recall, and dialectic settings.
- ▌ Openclaw Migration · photonics-dhl bundleMigrate a user's OpenClaw customization footprint into Hermes Agent. Imports Hermes-compatible memories, SOUL.md, command allowlists, user skills, and selected workspace assets from ~/.openclaw, then reports exactly what could not be migrated and why.
- ▌ Blackbox · photonics-dhlDelegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key.
- ▌ Memento Flashcards · photonics-dhl bundleSpaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with adaptive scheduling, and export/import decks as CSV.
- ▌ Hermes Atropos Environments · photonics-dhl bundleBuild, test, and debug Hermes Agent RL environments for Atropos training. Covers the HermesAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes (serve/process/evaluate). Use when creating, reviewing, or fixing RL environments in the hermes-agent repo.
- ▌ Requesting Code Review · photonics-dhlPre-commit verification pipeline — static security scan, baseline-aware quality gates, independent reviewer subagent, and auto-fix loop. Use after code changes and before committing, pushing, or opening a PR.
- ▌ Test Driven Development · photonics-dhlUse when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle with test-first approach.
- ▌ Subagent Driven Development · photonics-dhlUse when executing implementation plans with independent tasks. Dispatches fresh delegate_task per task with two-stage review (spec compliance then code quality).
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- ▌ Last30days · photonics-dhl bundle热门讨论聚合技能。研究任意话题在 Reddit、X、YouTube、HN、Polymarket、GitHub 等平台上的讨论， 并按真实互动数据（点赞、评论、Polymarket 赔率）合成摘要。 当用户询问"最近的趋势"、"热门讨论"、"某话题的舆论"时触发。
- ▌ MCP Router · photonics-dhlMCP 服务器自动按需加载技能。避免常驻 MCP 导致的 token 浪费。 每次对话开始时检测任务类型，只加载当前任务必需的 MCP 服务器。 复用 github.com/JuliusBrussee/caveman (shrink proxy) 和 github.com/rtk-ai/rtk (output filter) 策略。
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- ▌ Project Memory · photonics-dhl项目错误记录与经验积累技能。当遇到项目错误、需要修复问题、或进行配置修改时，自动记录错误原因和解决方案到项目专属记忆文件，而非根目录 memory。触发场景：项目报错、配置失败、部署问题、SDK集成问题、环境问题。
- ▌ Document Skills · photonics-dhl文档处理技能集。用于处理 Word (docx)、PDF、PowerPoint (pptx)、Excel (xlsx) 等办公文档。 当用户需要创建、编辑、分析文档时触发。
- ▌ Frontend Design · photonics-dhl前端界面设计技能。创建独特、有辨识度的生产级前端界面。 当用户要求设计网页、创建 UI 组件、进行前端开发时触发。 强调大胆的美学方向、独特的排版选择、精细的视觉细节和动效。
- ▌ Token Optimization · photonics-dhlReduces token consumption and API costs by guiding efficient file reading, model selection, context management, prompt patterns, and subagent usage. Always active — shapes how Claude Code operates across all sessions.
- ▌ Superpowers Karpathy · photonics-dhl每次对话和任务开始前必须首先阅读此技能。融合 superpowers 工作流框架与 Karpathy 编码准则，确保在采取任何行动之前正确调用相关技能并遵循高质量编码原则。
- ▌ Base · photonics-dhl bundleQuery Base (Ethereum L2) blockchain data with USD pricing — wallet balances, token info, transaction details, gas analysis, contract inspection, whale detection, and live network stats. Uses Base RPC + CoinGecko. No API key required.
- ▌ Agentmail · photonics-dhlGive the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).
- ▌ Github Code Review · photonics-dhl bundleReview code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.