Claude-Agentic-Skills2.0-version
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- License — License: MIT
- Description — Repository has a description
- Active repo — Last push 0 days ago
- Low visibility — Only 6 GitHub stars
Code Warn
- process.env — Environment variable access in examples/multi_agent_demo.js
- fs module — File system access in examples/multi_agent_demo.js
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Been building this for 6 months. Finally at a place where I'm comfortable sharing it.
AgentOS 2.0 is the world's most comprehensive collection of production-grade Claude Skills — 135+ modular AI agents you drop into Claude to unlock institutional-depth expertise across finance, engineering, data science, legal, healthcare, Web3, biotech, climate, CEO strategy, startup management, and more.
How to Use a Skill (60 seconds)
Claude.ai Projects — Recommended
1. claude.ai → Projects → New Project
2. Project Instructions → paste any SKILL.md content
3. Every chat in that project uses that agent
Claude Code (CLI)
# Single skill
cat quant-trader/SKILL.md >> .claude/CLAUDE.md
# Multiple skills
cat senior-dev/SKILL.md rag-architect/SKILL.md >> .claude/CLAUDE.md
# Full AgentOS (all 96+ agents)
cat agentOS-orchestrator/SKILL.md >> .claude/CLAUDE.md
Claude API (Python)
import anthropic
with open("quant-trader/SKILL.md") as f:
skill = f.read()
client = anthropic.Anthropic()
response = client.messages.create(
model="claude-sonnet-4-6",
max_tokens=8096,
system=skill,
messages=[{"role": "user", "content": "Give me a trade signal on NVDA"}]
)
print(response.content[0].text)
Cursor / Windsurf / IDE
Paste any SKILL.md content into .cursor/rules, .windsurfrules, or your IDE's AI custom instructions.
Demo: QuantTrader Skill in Action
How to record your own demo GIF (QuickTime on Mac):
- Open Terminal →
cat quant-trader/SKILL.md→ copy the content- Open Claude.ai → create a new Project → paste into Project Instructions
- Open QuickTime Player → File → New Screen Recording → select your browser window
- Type: "Give me a trade signal on NVDA with full risk analysis"
- Stop recording → File → Export → 1080p
- Convert to GIF:
ffmpeg -i recording.mov -vf "fps=10,scale=800:-1" demo.gif- Add
demo.gifto this repo and reference it here
[Add your demo GIF here — a 30-second recording of any skill in action will 3× your star conversion rate]
Skills Index
4 LEGENDARY SKILLS — The Apex of AgentOS:
finance-oracle·claude-mythos·ceo-war-room·founder-to-ceo
🏆 Apex Tier — The 4 Legendary Skills
| Skill | What It Does |
|---|---|
| finance-oracle | Goldman + Bridgewater + Citadel in one skill. Black-Scholes, Black-Litterman, risk parity, fixed income, hedge fund strategies, family office endowment model, tax optimization — every formula. |
| claude-mythos | Claude's highest form. Cross-domain synthesis at civilization scale, the SystemPromptForge, 7-level civilizational stack analysis, mythic world-building, AgentOS lore. The apex intelligence. |
| ceo-war-room | McKinsey + Sequoia board partner + Fortune 50 CEO. Capital allocation ROIC stack, moat erosion early warning, activist investor defense playbook, board management, crisis comms 5Rs. |
| founder-to-ceo | Pre-seed to IPO, no sugarcoating. PMF detection scorecard, term sheet red flags (Python), pivot framework, founder mode vs. manager mode, VP of Sales hiring rubric, psychological survival guide. |
💹 Finance & Investment (9 Skills)
| Skill | What It Does |
|---|---|
| finance-oracle | APEX — Black-Scholes, Black-Litterman, risk parity, fixed income analytics, hedge fund strategies, family office, tax optimization — institutional-grade across every asset class |
| quant-trader | JSON trade signals with entry/target/stop/R:R, Kelly sizing, regime detection (trending/ranging/volatile) |
| cfo-intelligence | P&L parsing, 3-statement financial model, budget variance root cause, board-ready summaries |
| risk-sentinel | VaR (95%/99%), CVaR, Monte Carlo, ISO 31000 + COSO ERM, risk heat map, KRIs |
| ma-dealmaker | DCF, LBO, EV/EBITDA comps, quality-of-earnings review, synergy modeling, IC memos |
| crypto-sage | On-chain: MVRV, SOPR, NVT, whale flows; DeFi TVL; tokenomics; rug pull indicators |
| portfolio-optimizer | MPT efficient frontier, factor exposure (value/momentum/quality), tax-loss harvesting |
| esg-compass | Scope 1/2/3, 20-metric ESG scoring, TCFD/SFDR compliance, net-zero pathway |
| compliance-ai | KYC/AML/PEP screening, transaction monitoring, SOX/PCI/GDPR audit prep |
🤖 AI & Engineering (14 Skills)
| Skill | What It Does |
|---|---|
| rag-architect | Hybrid RAG: semantic chunking → pgvector/Pinecone → BM25 + dense → re-rank → citation grounding |
| agent-smith | Multi-agent topology design, semantic routing, tool schemas, memory architecture, eval frameworks |
| senior-dev | Complete Next.js 14 + FastAPI code: TypeScript strict, full error handling, OWASP security |
| data-pipeline-pro | dbt model layers, Airflow DAG design, Spark at scale, data quality validation |
| mlops-engineer | MLflow, feature store design, PSI drift detection, A/B + shadow mode deployment |
| devops-commander | GitHub Actions CI/CD, multi-stage Docker, Kubernetes manifests, Terraform, Prometheus |
| security-chief | STRIDE threat modeling, OWASP top 10, SOC2/ISO 27001/NIST CSF, SIEM log analysis |
| api-integrator | OpenAPI 3.0, OAuth 2.0, HMAC webhook verification, n8n/Zapier automation patterns |
| prompt-engineer | System prompt design, few-shot examples, CoT, eval frameworks, injection prevention |
| mcp-builder | MCP server design in Python + TypeScript, tool/resource/prompt primitives, Claude Desktop config |
| voice-agent-builder | Sub-300ms voice AI pipelines: Deepgram ASR → Claude → ElevenLabs TTS, Twilio/Vapi telephony |
| knowledge-graph-builder | Entity extraction, Neo4j/RDF graph construction, Cypher queries, GraphRAG multi-hop reasoning |
| ai-red-teamer | Adversarial LLM testing: OWASP LLM Top 10, jailbreak taxonomy, P0-P3 severity ratings |
| incident-commander | Production incident response: SEV1-4 triage, 5-Whys post-mortem, runbooks, stakeholder comms |
📊 Data & Analytics (10 Skills)
| Skill | What It Does |
|---|---|
| data-scientist-pro | EDA, feature engineering, model selection, Bayesian hypertuning, SHAP interpretation |
| timeseries-oracle | ARIMA/Prophet/LSTM, anomaly detection (IsolationForest/DBSCAN), prediction intervals |
| business-intelligence-pro | North star + metric trees, LookML, window functions, cohort SQL, BI alerting |
| realtime-data-agent | Kafka topic design, Spark Streaming, WebSocket server, event schema, latency budgets |
| database-genius | Schema design, composite/partial/covering indexes, EXPLAIN analysis, pgvector AI workloads |
| abtest-scientist | Power analysis, Bayesian/frequentist, Bonferroni/BH correction, DiD, synthetic control |
| sql-analyzer | Query optimization, window functions, recursive CTEs, N+1 elimination, index strategy |
| data-governance-agent | Data catalog, PII classification tiers, data quality scoring, GDPR retention policies |
| synthetic-data-generator | CTGAN/Gaussian copulas for tabular data, differential privacy, statistical fidelity audit |
| arxiv-researcher | Academic paper deconstruction, SOTA comparison tables, red flags checklist, literature reviews |
🚀 Startup & Team Management (11 Skills)
| Skill | What It Does |
|---|---|
| startup-cto | Complete CTO intelligence — tech stack decisions, DORA metrics, ADR templates, tech debt scoring, hiring bar |
| team-performance-os | Full team performance OS — OKRs, 1:1 frameworks, performance reviews, eNPS, SBI feedback, PIP design |
| startup-hiring-machine | End-to-end hiring — funnel metrics, scorecard design, equity calculator, offer strategy, bias auditing |
| culture-architect | Company culture OS — values design, ritual building, culture decay detection, M&A culture integration |
| remote-team-commander | Remote work OS — async comms charter, time zone fairness score, burnout detection, distributed rituals |
| okr-engine | Complete OKR system — objective quality scorer, cascade design, 12 anti-patterns, scoring cadence |
| startup-finance-controller | Fractional CFO intelligence — runway guardian, unit economics, burn multiple, SaaS benchmarks, exit modeling |
| venture-intelligence | Full VC fundraising OS — investor profiling, term sheet red flag scorer, valuation negotiation, board dynamics |
| startup-legal-shield | Startup legal OS — incorporation, cap table, IP protection, contractor classification, GDPR, SAFE mechanics |
| talent-management-os | Talent at scale — 9-box matrix, succession planning, skills gap analysis, HiPo programs, stay interviews |
| talent-brand-builder | Employer brand — EVP design, Glassdoor strategy, employee advocacy, compensation transparency, DEI narrative |
🏢 Operations & Business (20 Skills)
| Skill | What It Does |
|---|---|
| ceo-war-room | APEX CEO — Capital allocation ROIC stack, moat erosion early warning, activist defense, board management, crisis comms |
| founder-to-ceo | APEX FOUNDER — Pre-seed to IPO playbook, PMF scorecard, term sheet red flags, founder mode framework, exec hiring |
| product-strategy | Full PRD writing, RICE scoring, north star metric, LTV/CAC, competitive positioning |
| sales-intelligence | ICP scoring, 5-touch sequences, MEDDPICC deal health, bottom-up sales forecasting |
| b2b-sales-playbook | Enterprise deal navigation, MEDDPICC, discovery call framework, business case writing |
| marketing-os | Keyword clustering, ROAS + attribution, AIDA/PAS copywriting, brand voice |
| customer-success | Churn prediction signals, NPS driver analysis, onboarding sequences, escalation playbooks |
| legal-eagle | Contract clause extraction, GDPR/CCPA/SOX gaps, NDA review — not legal advice |
| hr-analytics | Attrition prediction, bias-reduced JD writing, comp benchmarking, OKR templates |
| supply-chain-oracle | Demand forecasting, EOQ + safety stock, ABC analysis, disruption stress testing |
| project-command | WBS, RAID log, sprint velocity, RACI matrix, weekly status reports |
| pricing-strategist | Pricing model selection, value-based design, Van Westendorp research, price change modeling |
| saas-metrics-analyst | ARR/MRR, GRR/NRR, LTV/CAC, Rule of 40, magic number, benchmarks by ARR stage |
| financial-model-builder | 3-statement model, revenue driver models, sensitivity tables, scenario switcher |
| go-to-market-commander | Full GTM OS — ICP scoring, GTM motion selector (PLG/SLG/DLG), channel efficiency matrix, launch playbooks |
| enterprise-sales-os | Enterprise sales — MEDDPICC scorer, multi-threading risk, champion development, POC design, forecasting |
| sales-enablement-os | Sales productivity — rep readiness score, discovery question bank, battlecards, comp model design |
| board-deck-builder | Board meeting OS — deck architecture, metrics variance explainer, pre-wiring protocol, bad news delivery |
| crisis-intelligence | Crisis management — severity classifier, war room playbook, 5Rs comms framework, data breach response |
| partnership-intelligence | BD intelligence — deal ROI calculator, partner tier model, term sheet checklist, channel partner programs |
📝 Content, Research & Growth (14 Skills)
| Skill | What It Does |
|---|---|
| research-intelligence | TAM/SAM/SOM methodology, competitive positioning map, trend identification with evidence |
| technical-writer-pro | GitHub README, OpenAPI docs with code examples, operational runbooks, wiki architecture |
| presentation-maestro | Conflict-resolution narrative arc, per-slide structure, chart selection, BLUF for executives |
| content-research-writer | Research + writing: articles, tutorials, case studies, thought leadership with voice preservation |
| innovation-catalyst | JTBD, SCAMPER, Blue Ocean, BMC all 9 blocks, MVP scoping |
| learning-coach | Bloom's taxonomy, Socratic method, spaced repetition schedule, quiz design |
| newsletter-engine | Subject line formulas, 7-email onboarding sequence, referral mechanics, open rate benchmarks |
| seo-auditor | Technical SEO audit, Core Web Vitals, keyword gap analysis, on-page optimization checklist |
| developer-advocate | DevRel strategy, technical blog structure, community metrics, conference talk proposals |
| podcast-producer | Full episode scripts, show notes, SEO metadata, thumbnail briefs, weekly content calendar |
| video-content-creator | YouTube/TikTok scripts, hook formulas, thumbnail composition, channel SEO, content calendar |
| arxiv-researcher | Academic paper analysis, SOTA comparison, reproduction notes, critical evaluation framework |
| content-ops-os | Content machine — SEO content engine, pillar strategy, editorial calendar, repurposing system, content ROI |
| community-builder | Community OS — Discord architecture, onboarding design, ambassador programs, health score, CLG engine |
🌐 Specialized Domains (12 Skills)
| Skill | What It Does |
|---|---|
| healthcare-analytics | HIPAA-safe, HEDIS measures, LACE readmission index, capacity planning |
| real-estate-intelligence | Cap rate, NOI, DSCR, IRR, equity multiple, full CRE due diligence checklist |
| insurance-actuary | Loss ratio, chain ladder IBNR, reinsurance treaty design, fraud signals |
| web3-developer | Gas-optimized Solidity, reentrancy/flash loan detection, Foundry fuzz + fork tests |
| growth-hacking | AARRR funnel, k-factor viral loop, Hooked model retention, channel ROI scoring |
| quant-researcher | Hypothesis design, Fama-MacBeth, academic paper structure, robustness checklists |
| startup-advisor | Pitch deck review, unit economics health check, fundraising stage strategy, moat scoring |
| patent-analyst | Prior art search, claim scope, FTO methodology, patent landscape, IP strategy |
| climate-tech-analyst | GHG Scope 1/2/3, TCFD risk, clean energy LCOE, SBTi targets, carbon offset quality |
| biotech-analyst | Clinical pipeline PoS, rNPV valuation, FDA expedited programs, indication competitive map |
| cybersecurity-analyst | MITRE ATT&CK mapping, threat hunting hypotheses, DFIR phases, threat intel reports |
| supply-chain-optimizer | Network design, center of gravity, last-mile cost, digital twin, FTZ compliance |
🛠 Developer Tools & Productivity (13 Skills)
| Skill | What It Does |
|---|---|
| code-reviewer | Correctness + security + performance + architecture review with severity-labeled findings |
| webapp-tester | Playwright E2E, pytest API integration, test strategy pyramid, accessibility testing |
| document-processor | DOCX, PDF, PPTX, XLSX extraction, comparison, outline generation |
| meeting-analyzer | Action items with owners/dates, decisions, blockers, follow-up email drafting |
| system-architect | System design, monolith vs microservices, CAP theorem, ADR templates, HA design |
| github-intelligence | Repo health scoring, bus factor analysis, SEO optimization, star growth playbook |
| multi-modal-analyst | Chart extraction, UI screenshot analysis, architecture diagram review, scanned doc OCR |
| agentic-workflow-builder | ReAct/Plan-Execute patterns, HITL approval gates, error recovery, cost control |
| load-tester | k6/Locust scripts, P50/P95/P99 SLA validation, bottleneck identification, scaling recommendations |
| code-migrator | Framework/language migrations: JS→TS, React class→hooks, monolith→microservices, phased playbook |
| mcp-builder | MCP server in Python/TypeScript, tool schemas, Claude Desktop config, resources/prompts |
| developer-experience-os | DX OS — SDK design, 5-minute test protocol, webhook HMAC verification, API ergonomics audit |
| api-design-architect | API design — REST/GraphQL/gRPC, cursor pagination, OpenAPI linting, auth patterns, versioning |
| data-warehouse-architect | Modern data stack — dbt modeling, ingestion pipelines, warehouse cost optimization, data quality |
| cloud-cost-optimizer | FinOps — cloud health score, quick wins bash scripts, RI strategy, Kubernetes cost, LLM API costs |
| design-system-architect | Design systems — token hierarchy, component API design, Figma sync, accessibility standards, governance |
| technical-pm | TPM OS — program health score, RAID log, critical path, dependency map, launch readiness checklist |
👤 Customer & Product (11 Skills)
| Skill | What It Does |
|---|---|
| churn-analyst | Cohort churn analysis, NRR/GRR decomposition, exit interviews, customer save playbook |
| onboarding-designer | Aha moment identification, onboarding checklist design, B2B journey, email drip |
| customer-segmentation — coming soon | RFM analysis, behavioral segmentation, ICP scoring, persona development |
| contract-drafter | Commercial contract drafting, NDA templates, SaaS agreement key terms, redlining guide |
| ui-ux-designer | Nielsen's 10 heuristics, WCAG 2.1 AA, user flow friction scoring, design system specs |
| product-roadmap-os | Product roadmap — RICE scorer, Now/Next/Later template, opportunity sizing, dependency mapping |
| sprint-master | Agile OS — sprint health score, story splitting INVEST, velocity trend analysis, Kanban WIP limits |
| engineering-manager | EM intelligence — team health, 1:1 agendas, DORA metrics script, IC-to-manager transition |
| ai-product-manager | AI-native PM — feature decision framework, LLM cost calculator, eval rubrics, RAG product design |
| user-research-os | UX research — method selector, JTBD interview guide, usability severity matrix, insight synthesis |
| customer-interview-analyst | Customer interviews — Mom Test validation, win/loss frameworks, churn interviews, continuous discovery |
| product-analytics-os | Product analytics — NSM validator, retention cohort builder, funnel analysis, event instrumentation |
| network-effects-analyst | Network effects — strength score, k-factor optimizer, type matrix, disintermediation defense |
| marketplace-strategist | Marketplace OS — liquidity score, cold start playbook, take rate benchmarks, trust & safety systems |
| performance-marketing-os | Performance marketing — CAC unit economics, A/B test significance, attribution modeling, creative strategy |
🎛 Orchestration & Meta-Intelligence (2 Skills)
| Skill | What It Does |
|---|---|
| agentOS-orchestrator | Activates ALL 135+ agents — auto-routes tasks, decomposes work, synthesizes outputs |
| claude-mythos | APEX INTELLIGENCE — Cross-domain synthesis, SystemPromptForge, 7-level civilizational stack, mythic world-building, AgentOS lore — Claude's highest form |
What Makes These Skills Different
Every skill includes things most repos don't:
| Feature | Generic Skill Repos | AgentOS 2.0 |
|---|---|---|
| Named sub-agents | Rarely | Every skill |
| Actual formulas | Never | VaR, DCF, EOQ, Kelly, rNPV... |
| Output format with example | Sometimes | Always |
| Forbidden behaviors / constraints | Never | Every skill |
| Domain-specific frameworks | Never | STRIDE, COSO, HEDIS, MEDDPICC, ATT&CK, TCFD |
| Finance depth | None | Institutional-grade |
| New 2025-era agents | N/A | VoiceAgent, AIRedTeamer, KnowledgeGraph, SyntheticData, IncidentCommander, LoadTester |
| Apex/Legendary tier | None | FinanceOracle, ClaudeMythos, CEOWarRoom, FounderToCEO |
| Total skills | ~10-20 | 135+ |
Repository Structure
Claude-Agentic-Skills2.0-version/
│
├── agentOS-orchestrator/ ← Load this to activate ALL agents
│
├── Finance (8)
│ ├── quant-trader/
│ ├── cfo-intelligence/
│ ├── risk-sentinel/
│ ├── ma-dealmaker/
│ ├── crypto-sage/
│ ├── portfolio-optimizer/
│ ├── esg-compass/
│ └── compliance-ai/
│
├── AI & Engineering (10)
│ ├── rag-architect/
│ ├── agent-smith/
│ ├── senior-dev/
│ ├── data-pipeline-pro/
│ ├── mlops-engineer/
│ ├── devops-commander/
│ ├── security-chief/
│ ├── api-integrator/
│ ├── prompt-engineer/
│ └── mcp-builder/
│
├── ... (53 more skills across 8 more domains)
│
├── template-skill/ ← Copy this to create a new skill
├── prompts/
│ └── agentOS-system-prompt.md ← Full OS as single system prompt
├── index.html ← Project website
├── CONTRIBUTING.md
└── README.md
Recording a Demo GIF
A 30-second GIF showing the skill in action will 3× your star conversion rate vs text alone.
Step-by-step (Mac — QuickTime)
# Step 1: Prepare Claude
# Open claude.ai → Projects → New Project
# Paste quant-trader/SKILL.md into Project Instructions
# Step 2: Record
# QuickTime Player → File → New Screen Recording
# Select your browser window only (not full screen)
# Type your prompt and hit enter — Claude activates with the agent header
# Step 3: Convert recording to GIF
# Install ffmpeg if needed:
brew install ffmpeg
# Convert .mov to GIF (800px wide, 10fps — good quality + small size)
ffmpeg -i ~/Desktop/recording.mov \
-vf "fps=10,scale=800:-1:flags=lanczos,split[s0][s1];[s0]palettegen[p];[s1][p]paletteuse" \
-loop 0 demo.gif
# Step 4: Optimize (optional, makes file smaller)
brew install gifsicle
gifsicle -O3 --lossy=80 demo.gif -o demo-optimized.gif
Best GIFs to Record (highest impact)
quant-trader— type "Give me a signal on NVDA" → shows JSON output with activation boxrag-architect— type "Build a RAG system for my PDF docs" → shows architecture outputagentOS-orchestrator— type "Analyze Apple earnings and give me a trade signal" → shows multi-agent routing
SEO & Promotion Playbook
Step 1 — GitHub Repository SEO (do this now)
Go to your repo → click the ⚙️ gear next to "About" → add all 20 topics:
claude anthropic ai-agents claude-skills multi-agent llm
prompt-engineering finance-ai rag system-prompt agentic-ai
mlops devops data-science openai-alternative claude-code
machine-learning developer-tools autonomous-agents langchain
Repository description (copy-paste into About):
73+ production Claude Skills for finance, engineering, data, legal, healthcare & Web3.
The deepest multi-agent AI skills repository for Claude 4.x.
Step 2 — Launch Day (post all simultaneously for velocity)
Hacker News — post Tuesday–Thursday 9 AM PT:
Show HN: 73+ specialist Claude Skills — finance (VaR, DCF, trade signals),
engineering (RAG, multi-agent, DevOps), healthcare, Web3, and more
Reddit — post to all of these:
- r/ClaudeAI
- r/LocalLLaMA
- r/MachineLearning
- r/ChatGPTPromptEngineering
- r/artificial
- r/programming (show a code output from
senior-devorrag-architect)
X / Twitter — screenshot of the activation header + one impressive output:
Just dropped 73+ Claude Skills for free.
Finance: VaR calculation, DCF models, trade signals with R:R
Engineering: full RAG pipelines, multi-agent systems, Kubernetes
Healthcare: HIPAA-safe analytics, readmission risk
Web3: gas-optimized Solidity, Foundry tests
Drop any SKILL.md into Claude and it becomes a specialist.
github.com/vignesh2027/Claude-Agentic-Skills2.0-version
LinkedIn:
I built 73+ Claude Skills covering finance, engineering, data science,
legal, healthcare, Web3, biotech, and climate.
Each skill is a standalone SKILL.md file — paste it into Claude
and get a specialist agent with real domain depth.
[Finance skills include actual VaR formulas, DCF models, Kelly sizing]
[Engineering skills include full RAG architectures, multi-agent patterns]
Link in comments.
Product Hunt — submit at 12:01 AM PT:
- Tagline: "73+ specialist Claude Skills for finance, engineering, data & more"
- First comment: explain the problem you solve and top 3 most impressive skills
Step 3 — The Star Flywheel
Quality Content
│
▼
Post in Communities (Velocity)
│
▼
GitHub Trending (50-100 stars/day)
│
▼
Organic Discovery + Google Indexing
│
▼
More Stars → Higher Google Ranking → More Stars
Key insight: 50-100 stars in a single 24-hour window can trigger GitHub Trending.
That single Trending appearance can drive 500-2,000+ organic stars.
Step 4 — Ongoing Growth
- Every 2 weeks: add 5-10 new skills and post an update tweet
- Monthly: write a blog post showing a skill in action (dev.to, Medium, Hashnode)
- Watch GitHub Explore for trending tags and update your topics to match
Skill Format
Every skill follows the Claude Skills standard:
---
name: skill-name
description: >
Precise description of when and how to use this skill.
This is used by Claude for skill matching and intent routing.
license: MIT
---
# Skill Name Agent
[Sub-agents, workflows, frameworks, output formats, constraints...]
Contributing
See CONTRIBUTING.md. Use template-skill as your starting point.
License
MIT — free to use, modify, and build on. See LICENSE.
Built by @vignesh2027
If AgentOS saves you time or teaches you something, a ⭐ star keeps it discoverable for others.
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