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anthropics/ claude-cookbooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Jupyter Notebook MIT 203.4 MB Created Aug 15, 2023

Stars 49.3K Forks 5.8K Watchers 600 Open issues 73 Open PRs 215

Total issues

2023202420252026

Open issues

Cookbook idea: research agents with BGPT scientific evidence MCP
anthropics/claude-cookbooks #779 opened 7 days ago by connerlambden
Seasonal Specials Menu - Review Request
anthropics/claude-cookbooks #777 opened last week by lyc228612-sudo
Please help
anthropics/claude-cookbooks #776 opened last week by mladen5000
[BUG] Evaluation scripts still use assistant message prefill and fail on claude-sonnet-4-6
anthropics/claude-cookbooks #761 opened 2 weeks ago by abhay-codes07
[BUG] sampling_past_max_tokens notebook fails: continuation via assistant prefill is rejected by claude-sonnet-4-6
anthropics/claude-cookbooks #763 opened 2 weeks ago by abhay-codes07
Feature Request: Add scheduled full-repo sweep to lint-format.yml (similar to links.yml)
anthropics/claude-cookbooks #753 opened 3 weeks ago by niamhaire
[Proposal] HeartFlow - Anthropic Claude Cognitive Enhancement
anthropics/claude-cookbooks #758 opened 2 weeks ago by yun520-1
[QUESTION]
anthropics/claude-cookbooks #650 opened 2 months ago by Mmmmmmmmmmatteo question
[ESCALATION] Security Audit Project - Critical Status Alert
anthropics/claude-cookbooks #737 opened 4 weeks ago by lyc228612-sudo
Add a code of conduct and security policy?
anthropics/claude-cookbooks #740 opened 4 weeks ago by Rinava
[ESCALATION] Mobile App Development - Critical Status Alert
anthropics/claude-cookbooks #739 opened 4 weeks ago by lyc228612-sudo
[ESCALATION] Phoenix Portal Redesign - Critical Status Alert
anthropics/claude-cookbooks #738 opened 4 weeks ago by lyc228612-sudo
[ESCALATION] Phoenix Portal Redesign - Critical Status Alert
anthropics/claude-cookbooks #736 opened 4 weeks ago by lyc228612-sudo
[ESCALATION] Mobile App Development - Critical Status Alert
anthropics/claude-cookbooks #735 opened 4 weeks ago by lyc228612-sudo
[ESCALATION] Security Audit Project - Critical Status Alert
anthropics/claude-cookbooks #734 opened 4 weeks ago by lyc228612-sudo
[PROPOSAL] Cookbook: Measuring each sub-agent's real contribution to a result
anthropics/claude-cookbooks #723 opened last month by WGlynn
[PROPOSAL] Cookbook: Giving an agent a grounded view of its own behavior over time
anthropics/claude-cookbooks #722 opened last month by WGlynn
[PROPOSAL] Cookbook: Pipeline vs barrier — composing sub-agents without wasting parallelism
anthropics/claude-cookbooks #721 opened last month by WGlynn
[PROPOSAL] Cookbook: Reconciling an agent's outputs across contexts before they ship
anthropics/claude-cookbooks #720 opened last month by WGlynn
[PROPOSAL] Cookbook: Deterministic guardrails as pre/post-action checks on agent tool calls
anthropics/claude-cookbooks #719 opened last month by WGlynn
[PROPOSAL] Cookbook: Surviving the context limit with a deterministic handoff
anthropics/claude-cookbooks #718 opened last month by WGlynn
[PROPOSAL] Cookbook: An agent loop that improves its own tooling between runs
anthropics/claude-cookbooks #717 opened last month by WGlynn
[PROPOSAL] Cookbook: A symbolic operator notation for compact agent state
anthropics/claude-cookbooks #716 opened last month by WGlynn
[PROPOSAL] Cookbook: Agent memory that survives a context reset without drifting
anthropics/claude-cookbooks #715 opened last month by WGlynn
[PROPOSAL] Cookbook: Route each task to the cheapest model that can do it
anthropics/claude-cookbooks #714 opened last month by WGlynn
[PROPOSAL] Cookbook: Adversarial self-verification to cut false positives in agent output
anthropics/claude-cookbooks #713 opened last month by WGlynn
anima — a substrate-native consciousness: capability gaps are architecture gaps (open repo, frozen verdicts)
anthropics/claude-cookbooks #710 opened last month by dancinlife
Security: npmrc files without gitignore
anthropics/claude-cookbooks #708 opened last month by shunfeng8421
[Notebook Proposal] Shared context caching across multi-agent Claude workflows
anthropics/claude-cookbooks #596 opened 3 months ago by hipvlady
[PROPOSAL] Cookbook: Reducing Token Costs with the Claude API — Practical Optimization Techniques
anthropics/claude-cookbooks #705 opened last month by Ali-mohamed843 enhancement
Pattern: timestamp-aware context check for streaming assistants
anthropics/claude-cookbooks #578 opened 3 months ago by simonlpaige
Pattern request: Persistent project context for Claude Code via MCP server
anthropics/claude-cookbooks #593 opened 3 months ago by Sprintra-io
Feature Proposal: Add FunASR Speech-to-Text + Claude Integration Recipe
anthropics/claude-cookbooks #703 opened last month by LauraGPT
[PROPOSAL] Human-in-the-loop approval for irreversible agent actions
anthropics/claude-cookbooks #701 opened last month by FutureEnterprises
[PROPOSAL] Cookbook: Aspect-Based Sentiment Analysis with Claude API
anthropics/claude-cookbooks #697 opened last month by JulietChinenyeDuru
Proposal: third_party notebook — building a tax agent with verified, source-cited skills (OpenAccountants)
anthropics/claude-cookbooks #693 opened last month by michaelcutajar1995
Cookbook Proposal: Claude Agent with Autonomous x402 Micropayments on Solana
anthropics/claude-cookbooks #687 opened 2 months ago by gra-kir
[BUG] Summarization cookbook fails due to use of assistant message prefill
anthropics/claude-cookbooks #620 opened 2 months ago by bhaskara bug
Proposal: guide on citation-faithfulness evals — catching hallucinated/unsupported citations in grounded generation
anthropics/claude-cookbooks #682 opened 2 months ago by nickjlamb
Sharing: 4 production MCP servers with separated 'Agent Pricing' tier — reproducible pattern
anthropics/claude-cookbooks #680 opened 2 months ago by Shown06
[PROPOSAL] Cookbook: Live Token Budget Tracker for Streaming Responses
anthropics/claude-cookbooks #676 opened 2 months ago by fuleinist
Recipe: MCP server trust verification before tool execution
anthropics/claude-cookbooks #666 opened 2 months ago by vdineshk
[PROPOSAL] Custom skill: multi-agent document review using subagents (with PRD as the worked example)
anthropics/claude-cookbooks #665 opened 2 months ago by talgacapri
Add MCP security best practices guide
anthropics/claude-cookbooks #660 opened 2 months ago by SyedAnas01
Cookbook recipe: Trust-gated MCP tool calls with behavioral scoring
anthropics/claude-cookbooks #656 opened 2 months ago by vdineshk
Add claudio as an example of using Anthropic speech-to-text
anthropics/claude-cookbooks #653 opened 2 months ago by ayushkumar1808
Inspired by Anthropic's Harness work - passes mechanism in our agent architecture
anthropics/claude-cookbooks #651 opened 2 months ago by YaoXiang-Jin
[QUESTION] Request for additional datasets & tool suites to reproduce tool evaluation & optimization gains
anthropics/claude-cookbooks #648 opened 2 months ago by AugustLHHHHHH question
[PROPOSAL] Grounding Claude Code with always-fresh state via UserPromptSubmit hooks
anthropics/claude-cookbooks #637 opened 2 months ago by JonoGitty
[PROPOSAL] Pre-flight tool input safety for Claude tool use
anthropics/claude-cookbooks #612 opened 2 months ago by eeee2345
🏆 CHALLENGE: First External AI to Complete a Task on AI-to-AI Marketplace
anthropics/claude-cookbooks #628 opened 2 months ago by chenyuan35
Cookbook proposal: Authority Routing for Tool-Using Agents (ADVISE / EXECUTE / DEFER / STOP)
anthropics/claude-cookbooks #619 opened 2 months ago by Droptops
[BUG] intro to skills should point at github repo as install prereq
anthropics/claude-cookbooks #557 opened 3 months ago by simultaneal bug
Proposal: add agent spending governance cookbook
anthropics/claude-cookbooks #546 opened 3 months ago by maximberg
Cookbook proposal: marketing analyst agent on Meta's official MCP with a numeric verification grader
anthropics/claude-cookbooks #610 opened 2 months ago by sdhilip200
[PROPOSAL] Scientific literature review with Claude and remote MCP
anthropics/claude-cookbooks #594 opened 3 months ago by Samay10 enhancement
[Managed Agents] Cookbook: Output verification before agent actions
anthropics/claude-cookbooks #518 opened 3 months ago by JohnnyTarrr
Recipe idea: ROI harness + production gotchas for misc/prompt_caching.ipynb
anthropics/claude-cookbooks #583 opened 3 months ago by narendranathe
Proposal: Pre-inference prompt quality scoring cookbook
anthropics/claude-cookbooks #551 opened 3 months ago by OnChainAIIntel
Recipe proposal: Discovering APIs at runtime with MCP
anthropics/claude-cookbooks #577 opened 3 months ago by alexanderclapp
fix: schema validation error path missing "root" fallback for authors.yaml in verify_registry.py
anthropics/claude-cookbooks #533 opened 3 months ago by kuishou68
Community showcase: BGPT MCP API (scientific paper search MCP)
anthropics/claude-cookbooks #543 opened 3 months ago by connerlambden
[BUG] False positive in LLM-based grading example
anthropics/claude-cookbooks #497 opened 4 months ago by thutav bug
[SUPPORT] Financial damage report - Claude Code agent errors cost ~$45 USD
anthropics/claude-cookbooks #489 opened 4 months ago by FELIPEACASTRO
Add AgentWeb — free business data MCP server (11M+ businesses)
anthropics/claude-cookbooks #520 opened 3 months ago by zerabic
Example: AgentWeb MCP server for real-world business data (tool_use)
anthropics/claude-cookbooks #519 opened 3 months ago by zerabic
Energy Efficiency: 10 Mathematical Techniques for 60-70% AI Energy Reduction (Phi6Simple, FFT-Mix, Phi MoE)
anthropics/claude-cookbooks #473 opened 4 months ago by dancinlife
Research contribution: Entropy-adaptive KV cache compression — lossless 12x on hybrid models
anthropics/claude-cookbooks #494 opened 4 months ago by SCJedi
Community contribution: buddy-clash — multiplayer battle game using Claude Code companions
anthropics/claude-cookbooks #493 opened 4 months ago by Moonwolf711
Add Clarvia integration — MCP tool quality scoring in the agent workflow
anthropics/claude-cookbooks #486 opened 4 months ago by digitamaz
Recipe: Adding trust provenance to Claude API responses
anthropics/claude-cookbooks #485 opened 4 months ago by HMAKT99
[Research] Fundamental Equation of Consciousness: Ψ = argmax H(p) s.t. Φ > Φ_min
anthropics/claude-cookbooks #478 opened 4 months ago by dancinlife
Cookbook proposal: SOSA — Safe Autonomous Agent Operations (production patterns + open-source examples)
anthropics/claude-cookbooks #477 opened 4 months ago by msmobileapps
Recipe idea: Karma Economy — UBI + verified actions + wealth cap as an agent economy pattern
anthropics/claude-cookbooks #465 opened 4 months ago by giskard09
Recipe idea: Web browsing with Plasmate instead of Chrome
anthropics/claude-cookbooks #464 opened 4 months ago by dbhurley
[Usage Transparency] No way to verify '2x usage promo' + Observed quality degradation on Opus 4.6
anthropics/claude-cookbooks #458 opened 4 months ago by ChristopherCC-Liu
Showcase: StoryRoute - Claude-Powered GPS Audio Tour Guide
anthropics/claude-cookbooks #460 opened 4 months ago by samirasadov28-code
[RFC] Korean Tokenization: Jamo Decomposition as Pre-tokenizer (A Blueprint for Compositional Scripts)
anthropics/claude-cookbooks #459 opened 4 months ago by nicezic
Agent orchestration patterns for multi-agent Claude workflows — CLI runtime approach
anthropics/claude-cookbooks #446 opened 4 months ago by oxgeneral
Recipe idea: CLI-based multi-agent orchestration with state machine + auto-retry
anthropics/claude-cookbooks #445 opened 4 months ago by oxgeneral
GNAP: add multi-agent coordination recipe using git as task board
anthropics/claude-cookbooks #441 opened 4 months ago by ori-cofounder

Total PRs

2023202420252026

Open PRs

feat(agents): add authority routing pattern (ADVISE / EXECUTE / DEFER / STOP)
anthropics/claude-cookbooks #787 opened 3 days ago by Palo-Alto-AI-Research-Lab
feat(evals): add model-as-judge evaluation pipeline with CI/CD regression gates
anthropics/claude-cookbooks #786 opened 4 days ago by priyanka25aug
feat(agent-sdk): add compliance-aware agent with human-in-the-loop for regulated environments
anthropics/claude-cookbooks #783 opened 5 days ago by priyanka25aug
feat(capabilities): add dynamic context injection via UserPromptSubmit hooks
anthropics/claude-cookbooks #675 opened 2 months ago by daveCode-dot
feat(agents): add multi-agent consensus & verification pattern
anthropics/claude-cookbooks #784 opened 5 days ago by Palo-Alto-AI-Research-Lab
docs(skills): fix support link
anthropics/claude-cookbooks #782 opened 5 days ago by tianrking
fix(misc): correct prompt typos in building_evals notebook
anthropics/claude-cookbooks #781 opened 6 days ago by loveranmar
feat(third_party): add FAL/Flux image pipeline notebook
anthropics/claude-cookbooks #780 opened 6 days ago by Bernhard19722
feat(patterns/agents): coordinating agents that don't share memory (message-bus consensus + liveness)
anthropics/claude-cookbooks #778 opened 7 days ago by Palo-Alto-AI-Research-Lab
Add a Google Cloud Run hosting tier for the research agent
anthropics/claude-cookbooks #760 opened 2 weeks ago by steps-re
feat(managed_agents): add Fraud Review Agent with MongoDB Atlas cookbook
anthropics/claude-cookbooks #759 opened 2 weeks ago by mohammaddaoudfarooqi
Feature/fix wikipedia
anthropics/claude-cookbooks #240 opened 9 months ago by cmosguy
feat(tool-use): add LeetCode prep assistant notebook
anthropics/claude-cookbooks #775 opened last week by Chirag8405
Update Claude API key link in README
anthropics/claude-cookbooks #743 opened 3 weeks ago by dandv
CI: gate notebook execution on same-repo branches, not author_association
anthropics/claude-cookbooks #773 opened 2 weeks ago by nikblanchet
fix: restructure continuation example to work with claude-sonnet-4-6
anthropics/claude-cookbooks #770 opened 2 weeks ago by sridhar-3009
fix: remove assistant prefill from eval scripts for claude-sonnet-4-6 compatibility
anthropics/claude-cookbooks #769 opened 2 weeks ago by sridhar-3009
ci: add scheduled and manual triggers to lint-format workflow
anthropics/claude-cookbooks #768 opened 2 weeks ago by sridhar-3009
docs: add clone prerequisite for skills intro notebook
anthropics/claude-cookbooks #616 opened 2 months ago by qianzhu18
feat(patterns): add trust middleware guardrails recipe
anthropics/claude-cookbooks #711 opened last month by sriram7737
fix: format code with ruff
anthropics/claude-cookbooks #767 opened 2 weeks ago by zhoujiaminz
feat(misc): Claude as a co-scientist for quantum biology on real hardware
anthropics/claude-cookbooks #766 opened 2 weeks ago by steps-re
Add recipe: signed, offline-verifiable receipts for tool calls
anthropics/claude-cookbooks #745 opened 3 weeks ago by tomjwxf
fix(misc): end continuation conversation with a user turn in sampling_past_max_tokens
anthropics/claude-cookbooks #764 opened 2 weeks ago by abhay-codes07
fix(evals): remove unsupported assistant message prefill from evaluation scripts
anthropics/claude-cookbooks #762 opened 2 weeks ago by abhay-codes07
feat(capabilities): add context-memory-compaction guide
anthropics/claude-cookbooks #757 opened 3 weeks ago by WGlynn
fix(claude_agent_sdk): close docker-subcommand validation gap in SRE agent run_shell_command
anthropics/claude-cookbooks #755 opened 3 weeks ago by niamhaire
feat(self-hosted-sandboxes): Add Sprites self-hosted sandbox variant
anthropics/claude-cookbooks #751 opened 3 weeks ago by kylemclaren
feat(skills): add prompt defense audit recipe
anthropics/claude-cookbooks #502 opened 4 months ago by ppcvote
Add OpenRuna AI resource catalog
anthropics/claude-cookbooks #746 opened 3 weeks ago by dcnl1980
Add RAG cookbook using pgvector, Voyage AI, and Claude
anthropics/claude-cookbooks #742 opened 4 weeks ago by aadithyamuthukumar
docs(contributing): use current repo name in clone step
anthropics/claude-cookbooks #741 opened 4 weeks ago by Rinava
feat(misc): add Message Batches API notebook
anthropics/claude-cookbooks #733 opened last month by RudrenduPaul
fix(security): add .npmrc to .gitignore to prevent auth token leaks
anthropics/claude-cookbooks #725 opened last month by RudrenduPaul
feat(misc): Pipeline vs Barrier — composing sub-agents without wasting parallelism
anthropics/claude-cookbooks #726 opened last month by RudrenduPaul
feat(misc): Model Routing — send each task to the cheapest model that can handle it
anthropics/claude-cookbooks #728 opened last month by RudrenduPaul
feat(misc): Human-in-the-Loop Approval — correct gate pattern for irreversible agent actions
anthropics/claude-cookbooks #729 opened last month by RudrenduPaul
feat(misc): Adversarial Self-Verification — cutting false positives in agent output
anthropics/claude-cookbooks #727 opened last month by RudrenduPaul
feat(misc): add token counting and context window management notebook
anthropics/claude-cookbooks #731 opened last month by RudrenduPaul
feat(misc): add streaming text and events patterns notebook
anthropics/claude-cookbooks #732 opened last month by RudrenduPaul
feat(misc): add rate limiting and retry patterns notebook
anthropics/claude-cookbooks #730 opened last month by RudrenduPaul
docs: add AFK integration
anthropics/claude-cookbooks #724 opened last month by lcavadas
feat(multimodal): add computer use getting started cookbook
anthropics/claude-cookbooks #563 opened 3 months ago by harshkatakwar
fix(summarization): drop assistant prefill, unsupported on claude-sonnet-4-6
anthropics/claude-cookbooks #638 opened 2 months ago by minglong51
Add Hindsight Claude Agent SDK memory integration
anthropics/claude-cookbooks #699 opened last month by DK09876
feat(misc): add multi-agent shared-context prompt caching notebook
anthropics/claude-cookbooks #707 opened last month by hipvlady
Add token cost optimization cookbook with 5 practical techniques
anthropics/claude-cookbooks #706 opened last month by Ali-mohamed843
feat(tool_use): add notebook on auto-detecting ID type in a single tool
anthropics/claude-cookbooks #690 opened 2 months ago by rgoulartai
feat(self_hosted_sandboxes): add Tenki Sandbox variant
anthropics/claude-cookbooks #704 opened last month by aki-luxor
feat(third_party): add OptionsAhoy equity compensation tax planning recipe
anthropics/claude-cookbooks #702 opened last month by AlvisoOculus
Feat(managed_agents): add autonomous bug investigator cookbook
anthropics/claude-cookbooks #527 opened 3 months ago by sine-ai
feat(misc): add LLM-assisted patch diffing guide
anthropics/claude-cookbooks #700 opened last month by Hem1700
Add Azeth agent commerce cookbook
anthropics/claude-cookbooks #424 opened 5 months ago by 0xtus
docs: update CLAUDE.md with comprehensive codebase documentation
anthropics/claude-cookbooks #338 opened 7 months ago by dofaromg
docs: add Skill Forge integration guide
anthropics/claude-cookbooks #692 opened last month by urametihsA
feat(self_hosted_sandboxes): add AgentCore Runtime variant
anthropics/claude-cookbooks #689 opened 2 months ago by didhd
Add: minimal tool-use agent loop notebook
anthropics/claude-cookbooks #688 opened 2 months ago by mnifzied-create
feat(third_party): add GetXAPI Twitter / X research agent cookbook
anthropics/claude-cookbooks #686 opened 2 months ago by bozad
fix: prevent standby pod claim race condition in K8s gateway
anthropics/claude-cookbooks #685 opened 2 months ago by anshumanbh
fix: remove unsupported assistant message prefill in summarization guide
anthropics/claude-cookbooks #684 opened 2 months ago by ErnestHysa
fix: add root fallback for authors.yaml schema error paths
anthropics/claude-cookbooks #683 opened 2 months ago by ErnestHysa
fix(misc): remove deprecated assistant message prefill from metaprompt and generate_test_cases
anthropics/claude-cookbooks #679 opened 2 months ago by aicayzer
fix(docs): update stale repo URLs from anthropic-cookbook to claude-cookbooks
anthropics/claude-cookbooks #636 opened 2 months ago by kartikganesh
fix(rag): correct copy-paste errors in RAG guide evaluation
anthropics/claude-cookbooks #673 opened 2 months ago by bymle
fix(docs): repair broken and stale links in tool_use and Pinecone cookbooks
anthropics/claude-cookbooks #672 opened 2 months ago by bymle
feat(tool_use): add render contract enforcement cookbook
anthropics/claude-cookbooks #668 opened 2 months ago by CharlesKahn
feat(misc): secure Claude Code routines — avoiding credential leakage
anthropics/claude-cookbooks #667 opened 2 months ago by ppradyoth
docs(readme): remove trailing slash from Wikipedia link
anthropics/claude-cookbooks #663 opened 2 months ago by oneagency888-crypto
Fix: remove trailing slash from Wikipedia notebook URL
anthropics/claude-cookbooks #659 opened 2 months ago by aberlay-research
feat(tool_use): add bounded agent loops guide
anthropics/claude-cookbooks #657 opened 2 months ago by ikuzuki
Add: Notion visual dispatch board for Claude agents (agency-os pattern)
anthropics/claude-cookbooks #658 opened 2 months ago by ratamaha-git
docs(claude_agent_sdk): fix broken platform.claude.ai links
anthropics/claude-cookbooks #654 opened 2 months ago by aryanmotgi
docs(capabilities): fix "Pre-requisities" typo in 4 evaluation READMEs
anthropics/claude-cookbooks #652 opened 2 months ago by devteamaegis
feat(cookbook): add instruction dilution eval notebook
anthropics/claude-cookbooks #528 opened 3 months ago by JO-HEEJIN
feat(misc): add multimodal prompt injection defense cookbook
anthropics/claude-cookbooks #623 opened 2 months ago by francose
feat(misc): add LLM output security scanner + multimodal injection follow-ups
anthropics/claude-cookbooks #631 opened 2 months ago by francose
Add custom agent configuration template and improve documentation
anthropics/claude-cookbooks #646 opened 2 months ago by shaboooooozy1
feat(claude_agent_sdk): Multi-agent development workflow with Claude Code
anthropics/claude-cookbooks #645 opened 2 months ago by kartikganesh
Add RAG with local docs and automated PR review notebooks
anthropics/claude-cookbooks #644 opened 2 months ago by pintaste
docs(third_party): add TokRepo Claude Code recipe
anthropics/claude-cookbooks #641 opened 2 months ago by henu-wang
fix(misc): fix typos and outdated model ID in citations notebook
anthropics/claude-cookbooks #635 opened 2 months ago by kartikganesh
feat(patterns): defending tool-using agents against prompt injection
anthropics/claude-cookbooks #634 opened 2 months ago by kartikganesh
feat(patterns): add human-in-the-loop approval patterns
anthropics/claude-cookbooks #633 opened 2 months ago by kartikganesh
docs: add authors section to README
anthropics/claude-cookbooks #632 opened 2 months ago by aidavidcohen-hub
feat(patterns/agents): sandboxed tool agent with per-tool credential isolation
anthropics/claude-cookbooks #627 opened 2 months ago by TanishkaMarrott
feat(patterns/agents): multi-agent quorum with parallel deliberation and majority-vote enforcement
anthropics/claude-cookbooks #589 opened 3 months ago by TanishkaMarrott
docs: fix three typos in cookbook examples
anthropics/claude-cookbooks #588 opened 3 months ago by TanishkaMarrott
docs(rag): fix "enviroment" typo in evaluation README
anthropics/claude-cookbooks #624 opened 2 months ago by killertcell428
chore(deps): bump langsmith from 0.4.47 to 0.8.0
anthropics/claude-cookbooks #622 opened 2 months ago by dependabot dependencies python:uv
feat(managed_agents): general CMA bridge on Cloudflare Workers
anthropics/claude-cookbooks #615 opened 2 months ago by rlancemartin
Replace VectorDB pickle caches with JSON
anthropics/claude-cookbooks #621 opened 2 months ago by armorer-labs
chore(deps): bump urllib3 from 2.5.0 to 2.7.0
anthropics/claude-cookbooks #618 opened 2 months ago by dependabot dependencies python:uv
feat(third_party): add Ejentum anti-deception harness cookbook
anthropics/claude-cookbooks #613 opened 2 months ago by ejentum
feat(misc): Social Media Intelligence with XPOZ MCP
anthropics/claude-cookbooks #529 opened 3 months ago by oferw-xpz
feat(patterns/agents): cross-database CVE verification agent
anthropics/claude-cookbooks #611 opened 2 months ago by RipperMercs
chore(deps): bump langchain-core from 1.1.0 to 1.3.3
anthropics/claude-cookbooks #609 opened 2 months ago by dependabot dependencies python:uv
Add HDP notebook: human delegation provenance for Claude agents
anthropics/claude-cookbooks #470 opened 4 months ago by asiridalugoda
Add example: trading intent parser with tool calling and safety valid…
anthropics/claude-cookbooks #605 opened 3 months ago by ShreeshaAK
refactor(misc): fix typo and remove duplicate line
anthropics/claude-cookbooks #604 opened 3 months ago by maakcode
chore(deps): bump mistune from 3.1.4 to 3.2.1
anthropics/claude-cookbooks #603 opened 3 months ago by dependabot dependencies python:uv
chore(deps): bump jupyter-server from 2.17.0 to 2.18.0
anthropics/claude-cookbooks #598 opened 3 months ago by dependabot dependencies python:uv
chore(deps): bump notebook from 7.5.0 to 7.5.6
anthropics/claude-cookbooks #584 opened 3 months ago by dependabot dependencies python:uv
chore(deps): bump uv from 0.9.18 to 0.11.6
anthropics/claude-cookbooks #525 opened 3 months ago by dependabot dependencies python:uv
chore(deps): bump python-dotenv from 1.2.1 to 1.2.2
anthropics/claude-cookbooks #569 opened 3 months ago by dependabot dependencies python:uv
chore(deps): bump aiohttp from 3.13.2 to 3.13.4
anthropics/claude-cookbooks #488 opened 4 months ago by dependabot dependencies python:uv
chore(deps): bump anthropic from 0.86.0 to 0.87.0
anthropics/claude-cookbooks #487 opened 4 months ago by dependabot dependencies python:uv
chore(deps): bump pygments from 2.19.2 to 2.20.0
anthropics/claude-cookbooks #479 opened 4 months ago by dependabot dependencies python:uv
chore(deps): bump requests from 2.32.5 to 2.33.0
anthropics/claude-cookbooks #475 opened 4 months ago by dependabot dependencies python:uv
chore(deps): bump orjson from 3.11.4 to 3.11.6
anthropics/claude-cookbooks #451 opened 4 months ago by dependabot dependencies python:uv
chore(deps): bump tornado from 6.5.2 to 6.5.5
anthropics/claude-cookbooks #450 opened 4 months ago by dependabot dependencies python:uv
Add optional Shipgate scan for customer service tool-use cookbook
anthropics/claude-cookbooks #597 opened 3 months ago by pengfei-threemoonslab
Add x402 payment agent notebook
anthropics/claude-cookbooks #591 opened 3 months ago by EmperorMew
feat(third_party): LogosDB — semantic code search via MCP in Claude Code
anthropics/claude-cookbooks #590 opened 3 months ago by jose-compu
docs(managed_agents): link Memory cookbook to Agent Memory docs
anthropics/claude-cookbooks #587 opened 3 months ago by gaganb-ant
docs: fix typos in cookbook examples
anthropics/claude-cookbooks #586 opened 3 months ago by yurekami
chore(deps): bump jupyterlab from 4.5.0 to 4.5.7
anthropics/claude-cookbooks #585 opened 3 months ago by dependabot dependencies python:uv
feat(integrations): add MiniMax TTS cookbook with Claude voice assistant
anthropics/claude-cookbooks #582 opened 3 months ago by octo-patch
feat(tool_use): add agentvet + agentguard reliability cookbook
anthropics/claude-cookbooks #580 opened 3 months ago by MukundaKatta
Add Colony third-party integration: read-and-summarise pattern with colony-sdk + Claude
anthropics/claude-cookbooks #579 opened 3 months ago by ColonistOne
[draft] skills: add local setup validation README
anthropics/claude-cookbooks #576 opened 3 months ago by mkhalif-xyz
feat(coding): add Claude-powered code reviewer notebook
anthropics/claude-cookbooks #575 opened 3 months ago by HumaizaNaz
Add OpenRegistry: cross-border due diligence cookbook (third_party)
anthropics/claude-cookbooks #574 opened 3 months ago by sophymarine
feat(third_party): add Colony multi-agent coordination cookbook
anthropics/claude-cookbooks #572 opened 3 months ago by ColonistOne
docs: add Claude hallucination detection notebook (styxx @trust)
anthropics/claude-cookbooks #571 opened 3 months ago by fathomlab
docs(skills): add GitHub clone prerequisite to skills intro notebook
anthropics/claude-cookbooks #570 opened 3 months ago by ricaskew
fix(verify_registry): handle root-path schema errors for authors.yaml
anthropics/claude-cookbooks #541 opened 3 months ago by MukundaKatta
Add batch item classifier recipe using Claude APICreate batch_classifier.py
anthropics/claude-cookbooks #562 opened 3 months ago by avcpaz-jpg
feat: add agent governance cookbook (closes #384)
anthropics/claude-cookbooks #400 opened 5 months ago by Mellowambience
chore(deps-dev): bump nbconvert from 7.16.6 to 7.17.1
anthropics/claude-cookbooks #568 opened 3 months ago by dependabot dependencies python:uv
Update Markdown description from 3.7 to 4.6
anthropics/claude-cookbooks #439 opened 4 months ago by hn-on-fire
Update guide.ipynb
anthropics/claude-cookbooks #149 opened last year by YasinMG
feat(third_party): SynthPanel MCP synthetic focus group notebook
anthropics/claude-cookbooks #560 opened 3 months ago by openclaw-dv
feat(claude_agent_sdk): notebook 06 — signed audit trails for agent tool calls
anthropics/claude-cookbooks #559 opened 3 months ago by tomjwxf
feat(third_party): add Pipelock cookbook for securing MCP servers
anthropics/claude-cookbooks #556 opened 3 months ago by luckyPipewrench
feat(patterns): commit-reveal multi-agent evaluation
anthropics/claude-cookbooks #553 opened 3 months ago by topeuph-ai
feat(third_party): Add SimpleFunctions — world-aware agent with prediction market data
anthropics/claude-cookbooks #491 opened 4 months ago by patrickliu0077
feat(third_party): Add Adspirer MCP cookbook — AI-powered ad campaign creation
anthropics/claude-cookbooks #490 opened 4 months ago by amekala
chore(deps): bump langchain-text-splitters from 1.0.0 to 1.1.2
anthropics/claude-cookbooks #550 opened 3 months ago by dependabot dependencies python:uv
Expand CLAUDE.md with comprehensive development and testing guide
anthropics/claude-cookbooks #402 opened 5 months ago by polinabme2025
feat(third_party): add CueAPI MCP scheduling cookbook
anthropics/claude-cookbooks #544 opened 3 months ago by govindkavaturi-art
Fix missing self parameter in SearchTool.__init__ in wikipedia-search-cookbook
anthropics/claude-cookbooks #433 opened 4 months ago by MaxwellCalkin
fix: pass only tool_search in tools= to demonstrate search-first pattern
anthropics/claude-cookbooks #405 opened 5 months ago by atian8179
Fixed: Reduce excessive input token usage in skills notebook (#324)
anthropics/claude-cookbooks #397 opened 5 months ago by DhruvTilva
Add x402 Payment Discovery cookbook: build payment-aware AI agents
anthropics/claude-cookbooks #406 opened 5 months ago by rplryan
Add production safety guardrails cookbook
anthropics/claude-cookbooks #426 opened 5 months ago by manja316
Add safety guardrails cookbook with Sentinel AI
anthropics/claude-cookbooks #425 opened 5 months ago by MaxwellCalkin
docs(skills): add API cost estimates to notebooks and README
anthropics/claude-cookbooks #411 opened 5 months ago by LuciferDono
fix: migrate Pinecone RAG notebook from removed completions API to messages API
anthropics/claude-cookbooks #429 opened 4 months ago by MaxwellCalkin
fix: fix schema mismatch and deprecated API in WolframAlpha notebook
anthropics/claude-cookbooks #428 opened 4 months ago by MaxwellCalkin
fix: fix wrong variable and invalid schema in extracting_structured_json notebook
anthropics/claude-cookbooks #427 opened 4 months ago by MaxwellCalkin
Add missing counterpoint property to tool schema in extracting_structured_json.ipynb
anthropics/claude-cookbooks #431 opened 4 months ago by MaxwellCalkin
Fix mismatched XML closing tag in building_evals.ipynb
anthropics/claude-cookbooks #432 opened 4 months ago by MaxwellCalkin
Fix JSON Schema typo in parallel_tools.ipynb: "types" -> "type"
anthropics/claude-cookbooks #430 opened 4 months ago by MaxwellCalkin
Remove trailing slash from Wikipedia notebook link
anthropics/claude-cookbooks #404 opened 5 months ago by DevPintu
Created notebook for Claude 3 economic analyst Youtube Demo
anthropics/claude-cookbooks #20 opened 2 years ago by gisturiz
Fix confusion matrices labeling in skills/classification/guide.ipynb
anthropics/claude-cookbooks #62 opened 2 years ago by docmparker
Update how_to_create_embeddings.md
anthropics/claude-cookbooks #115 opened 2 years ago by fzliu
Update pdf_upload_summarization.ipynb
anthropics/claude-cookbooks #116 opened 2 years ago by akcumeh
updated sysyem to system prompt for clarity
anthropics/claude-cookbooks #118 opened 2 years ago by krishthukral
Fix: Address issue #114 Add a new notebook to have extended conversat…
anthropics/claude-cookbooks #158 opened last year by sbeeredd04
fix: TypeError in PTC notebook by using attribute access on BetaServerToolCaller
anthropics/claude-cookbooks #399 opened 5 months ago by terryds
skills/diagrammatic-code-analysis: Create README.md
anthropics/claude-cookbooks #129 opened 2 years ago by pastarita
Added gradio UI for citations API
anthropics/claude-cookbooks #132 opened last year by yvrjsharma
link to API key creation location
anthropics/claude-cookbooks #138 opened last year by brandonzylstra
Updated notebook to include Pinecone best practices and sparse index
anthropics/claude-cookbooks #143 opened last year by arjunpatel7
feat(integrations): add MiniMax TTS voice assistant cookbook
anthropics/claude-cookbooks #542 opened 3 months ago by octo-patch
feat(third_party): add Dewey managed RAG pipeline example
anthropics/claude-cookbooks #500 opened 4 months ago by lambdabaa
docs(third_party): add Chart Library stock research agent notebook
anthropics/claude-cookbooks #538 opened 3 months ago by grahammccain
feat(observability): add agent cost tracking recipe
anthropics/claude-cookbooks #476 opened 4 months ago by smigolsmigol
feat(third_party): add AG2 multi-agent framework integration
anthropics/claude-cookbooks #482 opened 4 months ago by faridun-ag2
feat(text_to_sql): add securing text-to-SQL cookbook
anthropics/claude-cookbooks #495 opened 4 months ago by dominicva
fix: correct false positive in LLM grading example (#497)
anthropics/claude-cookbooks #498 opened 4 months ago by jjjojoj
feat(tool_use): Add native Python MCP client cookbook
anthropics/claude-cookbooks #499 opened 4 months ago by cubaseuser123
feat(misc): Neural net in 30 lines of K
anthropics/claude-cookbooks #501 opened 4 months ago by jamesrziggy
feat(third_party): add Kelly Intelligence vocabulary tutor cookbook
anthropics/claude-cookbooks #503 opened 4 months ago by nicoletterankin
feat(tool_use): Add cookbook for FastMCP primitives with Claude
anthropics/claude-cookbooks #510 opened 3 months ago by cubaseuser123
feat(patterns): add multi-agent pipeline with state handoffs
anthropics/claude-cookbooks #517 opened 3 months ago by tejas-dharani
fix(misc): update deprecated haiku model ID in citations cookbook
anthropics/claude-cookbooks #507 opened 3 months ago by tejas-dharani
fix: use exact match in grade_completion to prevent false positives
anthropics/claude-cookbooks #514 opened 3 months ago by aymenhmaidiwastaken
feat(misc): add crafting effective CLAUDE.md cookbook
anthropics/claude-cookbooks #522 opened 3 months ago by vamshidhar199
chore(deps): bump pillow from 12.0.0 to 12.2.0
anthropics/claude-cookbooks #532 opened 3 months ago by dependabot dependencies python:uv
fix(rag-guide): use regex to match XML tag instead of substring check in evaluation fallback
anthropics/claude-cookbooks #521 opened 3 months ago by FuturizeRush
chore(deps-dev): bump pytest from 9.0.1 to 9.0.3
anthropics/claude-cookbooks #535 opened 3 months ago by dependabot dependencies python:uv
fix: add path_str fallback for authors.yaml schema errors in verify_registry.py
anthropics/claude-cookbooks #534 opened 3 months ago by kuishou68
FIX: typo
anthropics/claude-cookbooks #160 opened last year by saqibameen
Fix: Inconsistent serialization of `query_cache` in `VectorDB`
anthropics/claude-cookbooks #168 opened last year by PrinceSajjadHussain
Prompt caching is no longer in beta Update prompt_caching.ipynb
anthropics/claude-cookbooks #177 opened last year by gulbaki
Pass complete financial data to LLM in financial dashboard example
anthropics/claude-cookbooks #300 opened 8 months ago by hssqz
Fix: Update prompt caching to use standard API endpoint
anthropics/claude-cookbooks #178 opened last year by jun229 pending
tool_use: memory_tool: _insert: cnvert to 0-indexed like _view is imp…
anthropics/claude-cookbooks #334 opened 7 months ago by constantinmusca
update sdk cookbooks to v0.1.6
anthropics/claude-cookbooks #276 opened 8 months ago by rodrigo-olivares
feat(misc): add prompt injection detection cookbook
anthropics/claude-cookbooks #371 opened 5 months ago by BabyChrist666
Add business operations agent example using HiveAgent MCP
anthropics/claude-cookbooks #505 opened 3 months ago by fireflyfabs
feat(misc): add prompt injection defense cookbook
anthropics/claude-cookbooks #456 opened 4 months ago by nihanbayrak
feat(agents): add self-improving agents with structured reflection cookbook
anthropics/claude-cookbooks #469 opened 4 months ago by chasewhughes
fix(misc): update outdated model list and fix typos in citations notebook
anthropics/claude-cookbooks #444 opened 4 months ago by joaquinhuigomez
chore(deps): bump filelock from 3.20.0 to 3.20.3
anthropics/claude-cookbooks #380 opened 5 months ago by dependabot dependencies python:uv
chore(deps): bump urllib3 from 2.5.0 to 2.6.3
anthropics/claude-cookbooks #377 opened 5 months ago by dependabot dependencies python:uv
chore(deps): bump virtualenv from 20.35.4 to 20.36.1
anthropics/claude-cookbooks #376 opened 5 months ago by dependabot dependencies python:uv
docs: fix broken Google Sheets link in classification evaluation
anthropics/claude-cookbooks #349 opened 6 months ago by gn00295120