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Yesterday1 dispatches

#0843
#0843Agents & tools GitHub Trending Weekly14 hours ago
`ECC`, cross-harness operator system for coding agents
70radar
ECCAgent ops framework — shared workflows across coding harnesses
Reusable skills, hooks, memory, evals, and security rules target Codex, Claude Code, Cursor, and more. Useful as an agent workflow template, less as a plug-and-play product.
- Claims 182K+ stars, 28K+ forks, and 170+ contributors; adoption signal is strong enough to inspect, even if the number needs separate due diligence.
- Covers skills, instincts, memory optimization, continuous learning, verification loops, subagents, MCP configs, and legacy command shims across agent harnesses.
- ECC Pro adds a hosted GitHub App for private repos at $19/seat/mo; the OSS layer remains MIT-licensed.
- The practical value is pattern extraction: prompts, hooks, eval loops, and repo rules can be copied into existing Codex or Claude Code setups.
Source: github.com/affaan-m/ECCRead original →
FIG-8431:1
70radar
FIG-8431:1

Fri, May 297 dispatches

#0842
#0842Generative media GitHub Trending Weeklyyesterday
`MoneyPrinterTurbo`: open-source one-click short video generator
60radar
MoneyPrinterTurboOpen-source video generator — turns keywords into short videos
A topic or keyword can produce script, footage, subtitles, music, and a finished HD video. Useful for fast promo-video experiments, but quality and asset sourcing still need review.
- Generates copy, media, subtitles, BGM, and final video from one prompt; Web UI and API both exist for workflow integration.
- Supports 9:16 1080x1920 and 16:9 1920x1080, so the same pipeline can cover Shorts/Reels/TikTok and YouTube-style clips.
- Batch generation creates multiple versions at once; practical for testing hooks, narration, and pacing before choosing one output.
- LLM providers include OpenAI, Gemini, DeepSeek, Ollama, Moonshot, Azure, Qwen, and more; provider choice affects cost, latency, and availability.
- Local setup supports uv sync --frozen, Docker, and Windows one-click package, but video processing gets smoother with more CPU/RAM/GPU.
Source: github.com/harry0703/MoneyPrinterTurboRead original →
FIG-8421:1
60radar
FIG-8421:1
#0841
#0841Agents & tools GitHub Trending Weeklyyesterday
`CCX`, unified proxy for Claude, Codex, OpenAI Images, and Gemini APIs
70radar
CCXAI API proxy — multi-provider routing and failover
One gateway normalizes multiple AI APIs behind one endpoint. Built-in routing, failover, key rotation, and admin UI make multi-provider agent stacks easier to run.
- Single-port backend serves the web UI, admin API, Claude Messages, OpenAI Chat, Codex Responses, OpenAI Images, and Gemini routes.
- Scheduling includes priorities, promotion windows, health checks, failover, and circuit recovery; useful when one provider stalls.
- Per-channel key rotation, model allowlists, custom headers, proxy support, and route prefixes reduce glue code around Claude Code or Codex setups.
- Responses session tracking covers multi-turn workflows, so agent runs can keep state while switching through a unified gateway.
Source: github.com/BenedictKing/ccxRead original →
FIG-8411:1
70radar
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#0840
#0840Infra & SaaS GitHub Trending Weeklyyesterday
`OpenWA`: self-hosted open-source WhatsApp API gateway
70radar
OpenWAWhatsApp API gateway — self-hosted with pluggable infra
Vendor lock-in drops out of the WhatsApp automation stack. Multi-session, webhooks, dashboard, and pluggable infra make it worth testing before paying hosted gateway fees.
- REST API, webhooks with HMAC, API keys, Swagger docs, and a React dashboard are included — enough surface for real app integration.
- Multi-session support lets one instance run multiple WhatsApp accounts, useful for separating products, clients, or regions.
- Infra is configurable: SQLite/PostgreSQL, local/S3, memory/Redis. Start cheap, then move pieces as volume grows.
- Messaging covers text, media, reactions, bulk sends, delivery/read status, groups, channels, labels, proxy, rate limits, CIDR allowlists, and audit logs.
Source: github.com/rmyndharis/OpenWARead original →
FIG-8401:1
70radar
FIG-8401:1
#0839
#0839Agents & tools GitHub Trending Weeklyyesterday
Microsoft `Agent Governance Toolkit` for production agent controls
80radar
Agent Governance ToolkitAI agent governance toolkit — pre-execution policy enforcement
Deterministic policy checks sit between model intent and real tool calls. Useful when agents touch email, DBs, or multi-agent workflows.
- AGT intercepts every tool call, message send, and delegation in app code before execution; denied actions become structurally impossible.
- Covers 10/10 OWASP Agentic Top 10 with policy enforcement, zero-trust identity, sandboxing, and SRE-oriented reliability controls.
- The audit trail records active policy, requested action, and allow/deny reason, which matters once agents operate against real customer or business data.
- Install path is simple: pip install agent-governance-toolkit[full]; still Public Preview, so pin versions before wiring it into production.
Source: github.com/microsoft/agent-governance-toolkitRead original →
FIG-8391:1
80radar
FIG-8391:1
#0838
#0838Agents & tools GitHub Trending Weeklyyesterday
`Taste-Skill`, portable design skills for AI coding agents
60radar
Taste-SkillAgent skill pack — improves design quality of AI-built UIs
Adds reusable frontend taste rules to agents like Codex, Cursor, and Claude Code. Useful for reducing generic AI UI output before handoff.
- Install all skills with npx skills add https://github.com/Leonxlnx/taste-skill; single-skill install uses --skill "design-taste-frontend".
- Default design-taste-frontend is now v2 experimental, with brief inference, design-system mapping, GSAP skeletons, and redesign-audit checks.
- Includes image-generation skills for web, mobile, and brand-kit reference boards; they output frames, then coding agents implement them.
- design-taste-frontend-v1 remains available for pinning when exact old behavior matters.
Source: github.com/Leonxlnx/taste-skillRead original →
FIG-8381:1
60radar
FIG-8381:1
#0837
#0837Agents & tools GitHub Trending Weeklyyesterday
Anthropic opens official `Claude Code Plugins` directory
80radar
Claude Code PluginsCoding agent plugin system — packages MCP, skills, and commands
Plugin discovery now has an Anthropic-managed marketplace. It makes reusable agents, skills, slash commands, and MCP integrations easier to package, but install trust still matters.
- Install flow is built into Claude Code: run /plugin install {plugin-name}@claude-plugins-official or use /plugin > Discover.
- Plugin packages can include .mcp.json, commands/, agents/, and skills/; this turns workflow pieces into reusable tooling.
- External plugins must pass quality and security review, yet Anthropic says it does not control plugin contents after install.
- Skill bundles can expose selected SKILL.md directories without a strict manifest, useful for shipping curated agent capabilities from existing repos.
Source: github.com/anthropics/claude-plugins-officialRead original →
FIG-8371:1
80radar
FIG-8371:1
#0836
#0836Agents & tools GitHub Trending Weeklyyesterday
`Anthropic Cybersecurity Skills`: 754 security skills for AI agents
60radar
Anthropic Cybersecurity SkillsAgent security skill library — maps to five frameworks
A reusable agentskills.io library gives coding agents structured security playbooks. Useful for audits and incident triage, but trust it as guidance, not authority.
- Covers 754 skills across 26 security domains, mapped to ATT&CK, NIST CSF, ATLAS, D3FEND, and AI RMF.
- Works with Claude Code, Codex CLI, Cursor, Gemini CLI, and other agentskills.io platforms, so adoption cost is low.
- Quick start is npx skills add mukul975/Anthropic-Cybersecurity-Skills; useful as a reusable checklist layer for security tasks.
- It is an independent community project, not Anthropic-official. Review skill quality before using it in production workflows.
Source: github.com/mukul975/Anthropic-Cybersecurity-SkillsRead original →
FIG-8361:1
60radar
FIG-8361:1

Wed, May 2711 dispatches

#0835
#0835Agents & tools GitHub Trending Weekly3 days ago
`dotnet/skills`: Official .NET Agent Skills Marketplace
60radar
dotnet/skillsAgent skills repo — curated by the .NET team
Microsoft’s .NET team is packaging task-specific skills for coding agents. Useful if your stack touches C#, but narrow outside .NET work.
- Covers dotnet, dotnet-data, dotnet-diag, dotnet-msbuild, dotnet-nuget, dotnet-test, dotnet-aspnet, dotnet-blazor, and more.
- Installation targets Copilot CLI, Claude Code, VS Code, and Cursor, so the distribution model is agent plugin marketplace, not just docs.
- Skill areas include build failures, EF data access, NuGet modernization, diagnostics, testing, upgrades, ASP.NET Core, Blazor, MAUI, and LLM integration.
- The dashboard tracks accuracy and efficiency scoring trends, making this closer to a maintained agent toolchain than a prompt dump.
Source: github.com/dotnet/skillsRead original →
FIG-8351:1
60radar
FIG-8351:1
#0834
#0834Agents & tools GitHub Trending Weekly3 days ago
`claude-code-harness`, a Plan→Work→Review Loop for `Claude Code`
70radar
claude-code-harnessCoding agent harness — file-based plan, work, review loop
Turns agent coding into a gated delivery flow: spec first, approved slice next, verification before release. Useful when raw chat-based coding keeps drifting.
- /harness-plan generates spec.md and Plans.md with scope, acceptance criteria, unknowns, and stop conditions; planning moves out of chat.
- /harness-work limits implementation to the approved slice and expects TDD plus verification, reducing uncontrolled agent edits.
- /harness-review separates review from implementation; this is a practical guardrail for solo PR quality.
- Install path is short: marketplace add, plugin install, then /harness-setup; the first usable test can be one small README task.
Source: github.com/Chachamaru127/claude-code-harnessRead original →
FIG-8341:1
70radar
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#0833
#0833Agents & tools GitHub Trending Weekly3 days ago
Anthropic Open-Sources `Knowledge Work Plugins` for `Claude Cowork`
60radar
Knowledge Work PluginsClaude plugin repo — role-based agent workflow bundles
Role-specific plugin bundles combine skills, connectors, slash commands, and sub-agents. The repo is more useful as a template for repeatable AI workflows than as a plug-and-play solo stack.
- The repo ships 11 plugins across productivity, sales, support, PM, marketing, legal, finance, data, and enterprise search.
- Each plugin bundles skills, connectors, slash commands, and sub-agents, giving a concrete structure for packaging repeatable agent workflows.
- Connector lists skew enterprise: Slack, Notion, Linear, Jira, Figma, HubSpot, BigQuery, and Microsoft 365 dominate.
- Best takeaway is the plugin architecture: encode role context, tool access, and workflow commands instead of rewriting prompts every time.
Source: github.com/anthropics/knowledge-work-pluginsRead original →
FIG-8331:1
60radar
FIG-8331:1
#0832
#0832Generative media GitHub Trending Weekly3 days ago
`SANA` expands into image, video, and controllable world-model generation
70radar
SANAGenerative media model stack — optimized for high-res image and video
A research repo has become a full training/inference stack for high-res media. Useful for custom pipelines, but heavy for quick SaaS integration.
- SANA-WM adds 720p, 1-minute video with 6-DoF camera control; strong for simulation and controllable scene generation ideas.
- SANA-Video supports text-to-video and image-to-video, with LTX-VAE and LTX2 Refiner paths up to 2K output.
- SGLang support exposes high-performance serving through an OpenAI-compatible API, making product integration less painful.
- ComfyUI, Hugging Face, diffusers, and training recipes are all mentioned; the repo is closer to a platform than a single model drop.
Source: github.com/NVlabs/SanaRead original →
FIG-8321:1
70radar
FIG-8321:1
#0831
#0831Agents & tools GitHub Trending Weekly3 days ago
`chrome-devtools-mcp` brings Chrome DevTools to coding agents
80radar
chrome-devtools-mcpMCP server — exposes Chrome DevTools to coding agents
Coding agents can now inspect live Chrome through MCP: traces, network, screenshots, console, and Puppeteer actions. Useful now for frontend debugging, but isolate sensitive sessions.
- Runs as an MCP server for Antigravity, Claude, Cursor, Copilot, and similar agents; also ships a CLI for non-MCP use.
- Performance tooling records Chrome traces and can enrich lab results with CrUX field data; disable that path with --no-performance-crux.
- Debug surface includes network requests, screenshots, and source-mapped console stack traces, so agents can diagnose UI failures closer to a real browser.
- Sensitive browser contents are exposed to connected MCP clients. Use a separate Chrome profile, test account, or throwaway session.
- Usage statistics are on by default; opt out with --no-usage-statistics or CHROME_DEVTOOLS_MCP_NO_USAGE_STATISTICS.
Source: github.com/ChromeDevTools/chrome-devtools-mcpRead original →
FIG-8311:1
80radar
FIG-8311:1
#0830
#0830Agents & tools GitHub Trending Weekly3 days ago
`Routa`: Workspace-First Multi-Agent Board for Software Delivery
70radar
RoutaMulti-agent dev platform — board-based task and review orchestration
Agent work moves out of one chat thread into a shared board. Useful for longer coding jobs where tasks, evidence, traces, and review gates must stay visible.
- Routa uses a Kanban board as the coordination bus, with separate specialist prompts and evidence contracts per lane.
- Web and desktop share one contract via api-contract.yaml; Next.js, Tauri, Axum, REST, and SSE sit behind the same semantics.
- Review is split into trace monitoring, policy/evidence checks, and gate verification, reducing blind trust in one reviewer persona.
- Supports MCP, ACP, A2A, AG-UI, and A2UI, so it targets multi-agent orchestration rather than another single coding chat.
Source: github.com/phodal/routaRead original →
FIG-8301:1
70radar
FIG-8301:1
#0829
#0829Generative media GitHub Trending Weekly3 days ago
`Presenton`: open-source AI presentation generator and API
80radar
PresentonAI presentation generator — self-hosted with editable PPTX export
Self-hosted deck generation with BYOK, local models, and editable PPTX export. Strong fit when slide output must be automated without SaaS lock-in.
- Runs via Docker or desktop apps for macOS, Windows, and Linux — useful for keeping documents and prompts off third-party SaaS.
- Model support spans OpenAI, Gemini, Claude, Bedrock, Ollama, LM Studio, and custom endpoints, so cost and privacy are configurable.
- Exports editable PPTX and PDF, not just static images. That matters for client decks, sales material, and reusable templates.
- Includes an AI presentation generation API and built-in MCP server, making slide creation scriptable from agents or internal tools.
- Apache 2.0 license plus custom HTML/Tailwind templates lowers lock-in; the tradeoff is hosting and template maintenance work.
Source: github.com/presenton/presentonRead original →
FIG-8291:1
80radar
FIG-8291:1
#0828
#0828Infra & SaaS GitHub Trending Weekly3 days ago
`Dograh`, open-source voice agent platform for self-hosting
80radar
DograhVoice agent platform — open-source self-hosting support
Production voice bots can now run from a docker compose setup with built-in LLM, STT, and TTS. Good fit for testing call automation without per-minute SaaS lock-in.
- Dograh positions itself as a BSD 2-Clause, self-hostable alternative to Vapi and Retell; source-level customization is the main wedge.
- Local setup is one docker compose up flow, then localhost:3010 opens the builder. First startup takes 2-3 minutes.
- No API keys are required at start because LLM, TTS, and STT are bundled. External providers can be plugged in later.
- Telephony integrations include Twilio, Vonage, Vobiz, and Cloudonix; useful for inbound and outbound call products.
Source: github.com/dograh-hq/dograhRead original →
FIG-8281:1
80radar
FIG-8281:1
#0827
#0827Agents & tools GitHub Trending Weekly4 days ago
`Cursor` Official Plugin Spec and Marketplace Repo
80radar
CursorAI coding IDE — agent and plugin workflows
Plugins now have a concrete manifest, skills, rules, and MCP layout. The useful part is not the list itself, but the repeatable packaging pattern for agent workflows.
- Each plugin is a standalone root directory with .cursor-plugin/plugin.json, making distribution and validation manifest-driven.
- The catalog covers memory updates, PR review canvases, docs canvases, SDK integrations, and parallel agent orchestration.
- create-plugin scaffolds and validates new plugins, lowering the setup cost for reusable internal workflows.
- orchestrate points to a planner-worker-verifier pattern for large tasks, useful when one agent session gets too wide.
Source: github.com/cursor/pluginsRead original →
FIG-8271:1
80radar
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#0826
#0826Agents & tools GitHub Trending Weekly4 days ago
`CLI-Anything` turns desktop software into agent-ready CLIs
80radar
CLI-AnythingAgent CLI hub — wraps GUI software for command-line control
Agent workflows can now drive GUI-heavy tools through generated command-line harnesses. The useful angle is broader than coding: media, CAD, documents, and app automation become scriptable.
- CLI-Hub installs community CLIs with pip install cli-anything-hub and cli-hub install <name>; discovery and setup are packaged as one flow.
- Recent merged harnesses cover Rekordbox, Calibre, 3MF, MiniMax, and UEAtelier, pushing agents into media, ebooks, 3D, TTS, and Unreal workflows.
- Security hardening matters: untrusted XML/SVG/ODF/MLT/MusicXML/CSL parsing now routes through defusedxml, reducing plugin-style automation risk.
- The strongest signal is the SKILL.md unification under top-level skills/; CLIs are being packaged as reusable agent capabilities, not one-off scripts.
Source: github.com/HKUDS/CLI-AnythingRead original →
FIG-8261:1
80radar
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#0825
#0825Agents & tools GitHub Trending Weekly4 days ago
`Orca`, an IDE for running multiple coding agents in parallel
80radar
OrcaCoding agent IDE — parallel CLI agent runs
Bring your own subscriptions and run CLI agents side by side across worktrees. Strong fit for parallel repo work if agent cost is already budgeted.
- Supports Claude Code, Codex, Grok, Gemini, OpenCode, and other CLI agents, so it avoids locking the workflow to one vendor.
- Each task gets its own git worktree; fewer stash and branch conflicts when testing multiple agent outputs in parallel.
- Built-in diffs, quick edits, commits, GitHub links, and Actions checks turn agent runs into reviewable work, not loose terminal sessions.
- SSH support and mobile companion apps expand usage beyond a single laptop. Useful when long-running agents need remote monitoring.
Source: github.com/stablyai/orcaRead original →
FIG-8251:1
80radar
FIG-8251:1

Tue, May 263 dispatches

#0824
#0824Agents & tools GitHub Trending Weekly5 days ago
`oh-my-pi`: terminal coding agent with LSP, debugger, and subagents
70radar
oh-my-piTerminal coding agent — built-in LSP and debugger
A CLI agent bundles IDE-grade context, execution, browser, and debugger tools out of the box. Worth testing if current agent edits fail often.
- Ships with 40+ providers, 32 built-in tools, 13 LSP ops, and 27 DAP ops; less glue code around a coding agent stack.
- Hash-anchored edits claim a Grok Code Fast 1 pass-rate jump from 6.7% to 68.3%; edit format quality is the pitch.
- Persistent Python and Bun workers can call agent tools such as read, search, and task; useful for data-heavy debugging loops.
- LSP rename and debugger attach paths cover imports, barrels, lldb, dlv, and debugpy; closer to IDE automation than a plain shell bot.
Source: github.com/can1357/oh-my-piRead original →
FIG-8241:1
70radar
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#0823
#0823Agents & tools GitHub Trending Weekly5 days ago
`Understand Anything`: interactive codebase knowledge graph for coding agents
70radar
Understand AnythingCode understanding tool — turns repos into interactive knowledge graphs
Turns large repos into searchable architecture maps with tours and impact analysis. Useful when onboarding or refactoring unfamiliar code, especially before handing work to agents.
- Builds a graph of files, functions, classes, and dependencies, then exposes summaries and relationships in a dashboard.
- Works alongside Claude Code, Codex, Cursor, Copilot, and Gemini CLI; positioning is agent companion, not another IDE.
- Diff Impact Analysis shows affected system areas before commit. That is the most practical hook for risky refactors.
- Domain view maps code to business flows, making legacy SaaS logic easier to inspect before changing billing, auth, or data paths.
Source: github.com/Lum1104/Understand-AnythingRead original →
FIG-8231:1
70radar
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#0822
#0822Agents & tools GitHub Trending Weekly5 days ago
`Scientific Agent Skills`: 138 Open Skills for Research Agents
60radar
Scientific Agent SkillsAgent skill collection — 138 scientific workflows
Research workflows are packaged as reusable agent Skills, not one-off prompts. Strong reference material for vertical agent products, though most value sits in science-heavy niches.
- 138 skills cover genomics, drug discovery, medical imaging, time series, physics, finance, and writing; breadth matters more than any single workflow.
- Works with Cursor, Claude Code, Codex, and other agents using the open Agent Skills standard; portability is the useful signal.
- K-Dense BYOK adds a local desktop research workspace with BYO keys, 40+ models, web search, file handling, and 100+ scientific databases.
- The bigger takeaway is packaging domain workflows as installable skills. Good pattern for narrow SaaS agents with docs, examples, and tool recipes.
Source: github.com/K-Dense-AI/scientific-agent-skillsRead original →
FIG-8221:1
60radar
FIG-8221:1

Fri, May 223 dispatches

#0821
#0821Generative media GitHub Trending Weeklylast week
`ViMax`: Agentic Pipeline for End-to-End Video Generation
60radar
ViMaxAI video tool — automates script-to-final-video workflow
It packages scriptwriting, storyboarding, character design, and video generation into one workflow. Useful as a product-direction signal, but production value depends on model quality.
- Idea2Video, Novel2Video, Script2Video, and AutoCameo cover four input modes, turning raw concepts, novels, scripts, or photos into video workflows.
- The core promise is multi-agent orchestration across director, writer, producer, and generator roles, not just another clip generator.
- It targets common AI video pain points: short outputs, character inconsistency, missing script/audio/story structure.
- Best near-term use is prototype content pipelines, landing-page demos, and creator-tool experiments; reliability still needs hands-on validation.
Source: github.com/HKUDS/ViMaxRead original →
FIG-8211:1
60radar
FIG-8211:1
#0820
#0820Agents & tools GitHub Trending Weeklylast week
`12-factor-agents`: production patterns for reliable LLM apps
60radar
A practical checklist for turning LLM steps into maintainable software. Strong fit when an agent feature needs shipping discipline, not another framework.
- Core stance: good agents are mostly deterministic software with LLM calls placed where they add leverage.
- Own prompts, context windows, control flow, and execution state. Treat frameworks as optional, not the architecture.
- Tools become structured outputs, and errors get compacted back into context. This maps well to production debugging.
- Small focused agents plus pause/resume APIs reduce blast radius. Useful for SaaS workflows with human approval steps.
Source: github.com/humanlayer/12-factor-agentsRead original →
FIG-8201:1
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#0819
#0819Generative media GitHub Trending Weeklylast week
`Supertonic`, Open-Weight On-Device TTS With ONNX Runtime
80radar
SupertonicOn-device TTS model — local 31-language synthesis via ONNX
Local speech generation now covers browser, mobile, desktop, and edge without an API call. The OpenAI-compatible local server makes drop-in narration features much easier.
- 99M parameters keeps downloads, cold starts, and memory use below larger 0.7B-2B open TTS systems.
- Supports 31 languages plus lang="na", so multilingual apps can skip separate language detection for many flows.
- Python SDK v1.3.1 adds supertonic serve with /v1/audio/speech, useful for replacing hosted TTS in local dev or privacy-sensitive apps.
- Runtime examples cover Node.js, Browser WebGPU, Swift, iOS, Flutter, Rust, Go, and C++; integration paths are unusually broad.
Source: github.com/supertone-inc/supertonicRead original →
FIG-8191:1
80radar
FIG-8191:1

Thu, May 211 dispatches

#0818
#0818Agents & tools GitHub Trending Weeklylast week
`anthropics/skills` Opens Claude Agent Skill Examples and Spec
70radar
Agent SkillsAgent task package standard — bundles instructions, scripts, resources
Reusable task packs are becoming a practical agent interface. The repo gives concrete SKILL.md, script, and resource patterns worth copying.
- Each skill is a folder with SKILL.md, scripts, and resources, loaded dynamically by Claude for repeatable specialized work.
- The repo includes examples across creative, technical, enterprise, and document workflows, plus ./spec and ./template for custom skills.
- Document skills for docx, pdf, pptx, and xlsx are source-available references, not Apache-licensed open source.
- Claude Code can register it as a plugin marketplace with /plugin marketplace add anthropics/skills, lowering setup friction.
Source: github.com/anthropics/skillsRead original →
FIG-8181:1
70radar
FIG-8181:1

Wed, May 202 dispatches

#0817
#0817Agents & tools GitHub Trending Weekly2 weeks ago
`OpenHuman`: open-source desktop AI agent with memory and 118+ integrations
70radar
OpenHumanDesktop AI agent — local memory with 118+ integrations
A UI-first personal agent bundles OAuth integrations, local memory, coder tools, voice, and model routing. Early beta, but worth watching if it turns app context into reusable local knowledge.
- 118+ integrations connect Gmail, Notion, GitHub, Slack, Stripe, Calendar, Drive, Linear, and Jira through one-click OAuth.
- The memory layer canonicalizes data into Markdown chunks, stores summary trees in local SQLite, and mirrors them to an Obsidian-compatible vault.
- Built-in tools cover web search, scraping, filesystem, git, lint, test, grep, STT, ElevenLabs TTS, and Google Meet participation.
- TokenJuice compresses tool output, HTML, URLs, emails, and scrape payloads before LLM calls, reducing context waste.
Source: github.com/tinyhumansai/openhumanRead original →
FIG-8171:1
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#0816
#0816Agents & tools GitHub Trending Weekly2 weeks ago
`CodeGraph`: local code knowledge graph for coding agents
80radar
CodeGraphCode graph CLI — local symbol and call-graph indexing
Pre-indexing gives agents a queryable map of symbols, calls, and structure. The benchmark claims 92% fewer tool calls and faster exploration, so it is worth testing on large repos.
- Runs via npx @colbymchenry/codegraph, then codegraph init -i per project; setup targets Claude Code, Cursor, Codex CLI, and opencode.
- Benchmarks across 6 repos report 92% fewer tool calls and 71% faster exploration on average; strongest gains appear in TypeScript and Swift repos.
- The graph is 100% local, which matters for private codebases where sending extra context or relying on hosted indexing is a non-starter.
- Claimed workflow replaces repeated grep, glob, and file reads with codegraph_explore; less exploration overhead means more budget left for actual edits.
Source: github.com/colbymchenry/codegraphRead original →
FIG-8161:1
80radar
FIG-8161:1

Mon, May 182 dispatches

#0815
#0815Agents & tools GitHub Trending Weekly2 weeks ago
`react-doctor` scores React code quality from the CLI
80radar
react-doctorReact diagnostics CLI — outputs a 0-100 quality score
A single npx run returns a 0-100 score plus concrete diagnostics. Useful as a cheap CI guardrail for agent-written React.
- npx -y react-doctor@latest . scans Next.js, Vite, and React Native projects with framework-aware rules.
- Checks cover state/effects, performance, architecture, security, accessibility, and dead code. That maps well to common agent regressions.
- The included GitHub Action can comment on PRs and expose a score output. Set fail-on to block low-quality changes.
- react-doctor.config.json supports rule, file, and override ignores. Use narrow overrides to keep coverage intact.
- install writes React best-practice guidance into Claude Code, Cursor, Codex, OpenCode, and 50+ agents.
Source: github.com/millionco/react-doctorRead original →
FIG-8151:1
80radar
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#0814
#0814Agents & tools GitHub Trending Weekly2 weeks ago
`Bun`: one JavaScript toolchain for runtime, bundling, tests, and packages
80radar
BunJavaScript toolchain — runtime and package manager in one
One executable covers node, package install, scripts, tests, and TS/JSX execution. Fewer moving parts make small app stacks faster to set up and easier to keep lean.
- bun run index.tsx supports TypeScript and JSX out of the box, cutting the usual transpiler setup for quick prototypes.
- The CLI includes bun test, bun install, bunx, and script running, so one binary can replace several Node.js dev dependencies.
- Built in Zig on JavaScriptCore, it targets lower startup time and memory use than typical Node-based tooling.
- Linux, macOS, Windows, Docker, npm, and Homebrew installs are covered; adoption friction is low for existing projects.
Source: github.com/oven-sh/bunRead original →
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