[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-73609":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":27,"readmeContent":28,"aiSummary":29,"trendingCount":16,"starSnapshotCount":16,"syncStatus":30,"lastSyncTime":31,"discoverSource":32},73609,"awesome-agentic-patterns","nibzard\u002Fawesome-agentic-patterns","nibzard","A curated catalogue of awesome agentic AI patterns","https:\u002F\u002Fagentic-patterns.com\u002F",null,"HTML",4657,420,32,1,0,20,47,147,60,109.87,"Apache License 2.0",false,"main",true,[],"2026-06-12 04:01:10","# Awesome Agentic Patterns\n\n![Awesome Agentic Patterns](\u002Fagentic-patterns.jpeg)\n\nA curated catalogue of **agentic AI patterns** — real‑world tricks, workflows, and mini‑architectures that help autonomous or semi‑autonomous AI agents get useful work done in production.\n\n> **Why?**\n> Tutorials show toy demos. Real products hide the messy bits. This list surfaces the repeatable patterns that bridge the gap so we can all ship smarter, faster agents.\n\n---\n\n## What counts as a pattern?\n\n* **Repeatable** – more than one team is using it.\n* **Agent‑centric** – improves how an AI agent senses, reasons, or acts.\n* **Traceable** – backed by a public reference: blog post, talk, repo, or paper.\n\nIf your link ticks those boxes, it belongs here.\n\n---\n\n## 🌐 Explore the Website\n\n**Visit:** [https:\u002F\u002Fagentic-patterns.com](https:\u002F\u002Fagentic-patterns.com)\n\nThe website offers powerful discovery tools beyond this README:\n\n- **Pattern Explorer**: Browse, filter, and search all patterns by category, status, complexity, and more\n- **Compare Tool**: Side-by-side comparison of multiple patterns with shared attributes\n- **Decision Explorer**: Interactive guide to find the right pattern for your use case\n- **Graph Visualization**: Visual map of pattern relationships and connections\n- **Pattern Packs**: Curated collections of patterns for common agent architectures\n- **Developer Guides**: In-depth documentation on pattern selection and usage\n- **Dark Mode**: Full theme support for comfortable reading in any environment\n\nBuilt with [Astro](https:\u002F\u002Fastro.build), deployed on [Vercel](https:\u002F\u002Fvercel.com), source code in [`apps\u002Fweb\u002F`](.\u002Fapps\u002Fweb\u002F).\n\n---\n\n## Quick Tour of Categories\n\n\u003C!-- AUTO-GENERATED TOC START -->\n|  Category                                              |  What you'll find                                         |\n| ------------------------------------------------------ | --------------------------------------------------------- |\n| [**Context & Memory**](#context-memory)               | Sliding-window curation, vector cache, episodic memory    |\n| [**Feedback Loops**](#feedback-loops)                 | Compilers, CI, human review, self-healing retries         |\n| [**Learning & Adaptation**](#learning-adaptation)     | Agent RFT, skill libraries, variance-based RL             |\n| [**Orchestration & Control**](#orchestration-control) | Task decomposition, sub-agent spawning, tool routing      |\n| [**Reliability & Eval**](#reliability-eval)           | Guardrails, eval harnesses, logging, reproducibility      |\n| [**Security & Safety**](#security-safety)             | Isolated VMs, PII tokenization, security scanning         |\n| [**Tool Use & Environment**](#tool-use-environment)   | Shell, browser, DB, Playwright, sandbox tricks            |\n| [**UX & Collaboration**](#ux-collaboration)           | Prompt hand-offs, staged commits, async background agents |\n\u003C!-- AUTO-GENERATED TOC END -->\n\n*Categories are fluid — open a PR if you see a better slice!*\nThe tables below are auto‑generated from the `patterns\u002F` folder.\n\n---\n\n\u003C!-- …existing content above… -->\n\n\u003C!-- AUTO-GENERATED PATTERNS START -->\n\n### \u003Ca name=\"context-memory\">\u003C\u002Fa>Context & Memory\n\n- [Agent-Powered Codebase Q&A \u002F Onboarding](patterns\u002Fagent-powered-codebase-qa-onboarding.md)\n- [Context Window Anxiety Management](patterns\u002Fcontext-window-anxiety-management.md)\n- [Context Window Auto-Compaction](patterns\u002Fcontext-window-auto-compaction.md)\n- [Context-Minimization Pattern](patterns\u002Fcontext-minimization-pattern.md)\n- [Curated Code Context Window](patterns\u002Fcurated-code-context-window.md)\n- [Curated File Context Window](patterns\u002Fcurated-file-context-window.md)\n- [Dynamic Context Injection](patterns\u002Fdynamic-context-injection.md)\n- [Episodic Memory Retrieval & Injection](patterns\u002Fepisodic-memory-retrieval-injection.md)\n- [Filesystem-Based Agent State](patterns\u002Ffilesystem-based-agent-state.md)\n- [Layered Configuration Context](patterns\u002Flayered-configuration-context.md)\n- [Memory Synthesis from Execution Logs](patterns\u002Fmemory-synthesis-from-execution-logs.md)\n- [Proactive Agent State Externalization](patterns\u002Fproactive-agent-state-externalization.md)\n- [Progressive Disclosure for Large Files](patterns\u002Fprogressive-disclosure-large-files.md)\n- [Prompt Caching via Exact Prefix Preservation](patterns\u002Fprompt-caching-via-exact-prefix-preservation.md)\n- [Schema-Guided Graph Retrieval for Multi-Hop Reasoning](patterns\u002Fschema-guided-graph-retrieval.md)\n- [Self-Identity Accumulation](patterns\u002Fself-identity-accumulation.md)\n- [Semantic Context Filtering Pattern](patterns\u002Fsemantic-context-filtering.md)\n- [Session-Scoped Context Runtime for Agent Tools](patterns\u002Fsession-scoped-context-runtime-for-agent-tools.md)\n- [Tool Search Lazy Loading](patterns\u002Ftool-search-lazy-loading.md)\n- [Working Memory via TodoWrite](patterns\u002Fworking-memory-via-todos.md)\n\n### \u003Ca name=\"feedback-loops\">\u003C\u002Fa>Feedback Loops\n\n- [AI-Assisted Code Review \u002F Verification](patterns\u002Fai-assisted-code-review-verification.md)\n- [Background Agent with CI Feedback](patterns\u002Fbackground-agent-ci.md)\n- [Coding Agent CI Feedback Loop](patterns\u002Fcoding-agent-ci-feedback-loop.md)\n- [Dogfooding with Rapid Iteration for Agent Improvement](patterns\u002Fdogfooding-with-rapid-iteration-for-agent-improvement.md)\n- [Graph of Thoughts (GoT)](patterns\u002Fgraph-of-thoughts.md)\n- [Incident-to-Eval Synthesis](patterns\u002Fincident-to-eval-synthesis.md)\n- [Inference-Healed Code Review Reward](patterns\u002Finference-healed-code-review-reward.md)\n- [Iterative Prompt & Skill Refinement](patterns\u002Fiterative-prompt-skill-refinement.md)\n- [Reflection Loop](patterns\u002Freflection.md)\n- [Rich Feedback Loops > Perfect Prompts](patterns\u002Frich-feedback-loops.md)\n- [Self-Critique Evaluator Loop](patterns\u002Fself-critique-evaluator-loop.md)\n- [Self-Discover: LLM Self-Composed Reasoning Structures](patterns\u002Fself-discover-reasoning-structures.md)\n- [Spec-As-Test Feedback Loop](patterns\u002Fspec-as-test-feedback-loop.md)\n- [Tool Use Incentivization via Reward Shaping](patterns\u002Ftool-use-incentivization-via-reward-shaping.md)\n\n### \u003Ca name=\"learning-adaptation\">\u003C\u002Fa>Learning & Adaptation\n\n- [Agent Reinforcement Fine-Tuning (Agent RFT)](patterns\u002Fagent-reinforcement-fine-tuning.md)\n- [Compounding Engineering Pattern](patterns\u002Fcompounding-engineering-pattern.md)\n- [Frontier-Focused Development](patterns\u002Ffrontier-focused-development.md)\n- [Memory Reinforcement Learning (MemRL)](patterns\u002Fmemory-reinforcement-learning-memrl.md)\n- [Shipping as Research](patterns\u002Fshipping-as-research.md)\n- [Skill Library Evolution](patterns\u002Fskill-library-evolution.md)\n- [Variance-Based RL Sample Selection](patterns\u002Fvariance-based-rl-sample-selection.md)\n\n### \u003Ca name=\"orchestration-control\">\u003C\u002Fa>Orchestration & Control\n\n- [Action-Selector Pattern](patterns\u002Faction-selector-pattern.md)\n- [Agent Modes by Model Personality](patterns\u002Fagent-modes-by-model-personality.md)\n- [Agent-Driven Research](patterns\u002Fagent-driven-research.md)\n- [Artifact-Driven Analysis Pipeline Orchestration](patterns\u002Fmulti-step-analysis-pipeline-orchestration.md)\n- [Autonomous Workflow Agent Architecture](patterns\u002Fautonomous-workflow-agent-architecture.md)\n- [Budget-Aware Model Routing with Hard Cost Caps](patterns\u002Fbudget-aware-model-routing-with-hard-cost-caps.md)\n- [Burn the Boats](patterns\u002Fburn-the-boats.md)\n- [Capability-Escrow-Receipt](patterns\u002Fcapability-escrow-receipt.md)\n- [Conditional Parallel Tool Execution](patterns\u002Fparallel-tool-execution.md)\n- [Continuous Autonomous Task Loop Pattern](patterns\u002Fcontinuous-autonomous-task-loop-pattern.md)\n- [Cross-Cycle Consensus Relay](patterns\u002Fcross-cycle-consensus-relay.md)\n- [Custom Sandboxed Background Agent](patterns\u002Fcustom-sandboxed-background-agent.md)\n- [Declarative Multi-Agent Topology Definition](patterns\u002Fdeclarative-multi-agent-topology-definition.md)\n- [Deterministic Zero-LLM Orchestration](patterns\u002Fdeterministic-zero-llm-orchestration.md)\n- [Discrete Phase Separation](patterns\u002Fdiscrete-phase-separation.md)\n- [Disposable Scaffolding Over Durable Features](patterns\u002Fdisposable-scaffolding-over-durable-features.md)\n- [Distributed Execution with Cloud Workers](patterns\u002Fdistributed-execution-cloud-workers.md)\n- [Dual LLM Pattern](patterns\u002Fdual-llm-pattern.md)\n- [Economic Value Signaling in Multi-Agent Networks](patterns\u002Feconomic-value-signaling-multi-agent.md)\n- [Explicit Posterior-Sampling Planner](patterns\u002Fexplicit-posterior-sampling-planner.md)\n- [Factory over Assistant](patterns\u002Ffactory-over-assistant.md)\n- [Feature List as Immutable Contract](patterns\u002Ffeature-list-as-immutable-contract.md)\n- [Hybrid LLM\u002FCode Workflow Coordinator](patterns\u002Fhybrid-llm-code-workflow-coordinator.md)\n- [Inference-Time Scaling](patterns\u002Finference-time-scaling.md)\n- [Initializer-Maintainer Dual Agent Architecture](patterns\u002Finitializer-maintainer-dual-agent.md)\n- [Inversion of Control](patterns\u002Finversion-of-control.md)\n- [Iterative Multi-Agent Brainstorming](patterns\u002Fiterative-multi-agent-brainstorming.md)\n- [Lane-Based Execution Queueing](patterns\u002Flane-based-execution-queueing.md)\n- [Language Agent Tree Search (LATS)](patterns\u002Flanguage-agent-tree-search-lats.md)\n- [LLM Map-Reduce Pattern](patterns\u002Fllm-map-reduce-pattern.md)\n- [Multi-Model Orchestration for Complex Edits](patterns\u002Fmulti-model-orchestration-for-complex-edits.md)\n- [Opponent Processor \u002F Multi-Agent Debate Pattern](patterns\u002Fopponent-processor-multi-agent-debate.md)\n- [Oracle and Worker Multi-Model Approach](patterns\u002Foracle-and-worker-multi-model.md)\n- [Parallel Tool Call Learning](patterns\u002Fparallel-tool-call-learning.md)\n- [Plan-Then-Execute Pattern](patterns\u002Fplan-then-execute-pattern.md)\n- [Planner-Worker Separation for Long-Running Agents](patterns\u002Fplanner-worker-separation-for-long-running-agents.md)\n- [Progressive Autonomy with Model Evolution](patterns\u002Fprogressive-autonomy-with-model-evolution.md)\n- [Progressive Complexity Escalation](patterns\u002Fprogressive-complexity-escalation.md)\n- [Recursive Best-of-N Delegation](patterns\u002Frecursive-best-of-n-delegation.md)\n- [Self-Rewriting Meta-Prompt Loop](patterns\u002Fself-rewriting-meta-prompt-loop.md)\n- [Signal-Driven Agent Activation](patterns\u002Fsignal-driven-agent-activation.md)\n- [Specification-Driven Agent Development](patterns\u002Fspecification-driven-agent-development.md)\n- [Stop Hook Auto-Continue Pattern](patterns\u002Fstop-hook-auto-continue-pattern.md)\n- [Sub-Agent Spawning](patterns\u002Fsub-agent-spawning.md)\n- [Subject Hygiene for Task Delegation](patterns\u002Fsubject-hygiene.md)\n- [Swarm Migration Pattern](patterns\u002Fswarm-migration-pattern.md)\n- [Three-Stage Perception Architecture](patterns\u002Fthree-stage-perception-architecture.md)\n- [Tool Capability Compartmentalization](patterns\u002Ftool-capability-compartmentalization.md)\n- [Tool Selection Guide](patterns\u002Ftool-selection-guide.md)\n- [Tree-of-Thought Reasoning](patterns\u002Ftree-of-thought-reasoning.md)\n- [Workspace-Native Multi-Agent Orchestration](patterns\u002Fworkspace-native-multi-agent-orchestration.md)\n\n### \u003Ca name=\"reliability-eval\">\u003C\u002Fa>Reliability & Eval\n\n- [Action Caching & Replay Pattern](patterns\u002Faction-caching-replay.md)\n- [Adaptive Sandbox Fan-Out Controller](patterns\u002Fadaptive-sandbox-fanout-controller.md)\n- [Agent Circuit Breaker](patterns\u002Fagent-circuit-breaker.md)\n- [Anti-Reward-Hacking Grader Design](patterns\u002Fanti-reward-hacking-grader-design.md)\n- [Asynchronous Coding Agent Pipeline](patterns\u002Fasynchronous-coding-agent-pipeline.md)\n- [Canary Rollout and Automatic Rollback for Agent Policy Changes](patterns\u002Fcanary-rollout-and-automatic-rollback-for-agent-policy-changes.md)\n- [CriticGPT-Style Code Review](patterns\u002Fcriticgpt-style-evaluation.md)\n- [Extended Coherence Work Sessions](patterns\u002Fextended-coherence-work-sessions.md)\n- [Failover-Aware Model Fallback](patterns\u002Ffailover-aware-model-fallback.md)\n- [Lethal Trifecta Threat Model](patterns\u002Flethal-trifecta-threat-model.md)\n- [LLM Observability](patterns\u002Fllm-observability.md)\n- [Merged Code + Language Skill Model](patterns\u002Fmerged-code-language-skill-model.md)\n- [No-Token-Limit Magic](patterns\u002Fno-token-limit-magic.md)\n- [Output Verification Loop](patterns\u002Foutput-verification-loop.md)\n- [Reliability Problem Map Checklist for RAG and Agents](patterns\u002Fwfgy-reliability-problem-map.md)\n- [RLAIF (Reinforcement Learning from AI Feedback)](patterns\u002Frlaif-reinforcement-learning-from-ai-feedback.md)\n- [Schema Validation Retry with Cross-Step Learning](patterns\u002Fschema-validation-retry-cross-step-learning.md)\n- [Structured Output Specification](patterns\u002Fstructured-output-specification.md)\n- [Subagent Compilation Checker](patterns\u002Fsubagent-compilation-checker.md)\n- [Versioned Constitution Governance](patterns\u002Fversioned-constitution-governance.md)\n- [Workflow Evals with Mocked Tools](patterns\u002Fworkflow-evals-with-mocked-tools.md)\n\n### \u003Ca name=\"security-safety\">\u003C\u002Fa>Security & Safety\n\n- [Black-Box Skill Invocation](patterns\u002Fblack-box-skill-invocation.md)\n- [Cryptographic Governance Audit Trail](patterns\u002Fcryptographic-governance-audit-trail.md)\n- [Denial Tracking & Permission Escalation](patterns\u002Fdenial-tracking-permission-escalation.md)\n- [Deterministic Security Scanning Build Loop](patterns\u002Fdeterministic-security-scanning-build-loop.md)\n- [Deterministic Threat Rule Scanning](patterns\u002Fdeterministic-threat-rule-scanning.md)\n- [External Credential Sync](patterns\u002Fexternal-credential-sync.md)\n- [Hook-Based Safety Guard Rails for Autonomous Code Agents](patterns\u002Fhook-based-safety-guard-rails.md)\n- [Isolated VM per RL Rollout](patterns\u002Fisolated-vm-per-rl-rollout.md)\n- [Non-Custodial Spending Controls](patterns\u002Fnon-custodial-spending-controls.md)\n- [PII Tokenization](patterns\u002Fpii-tokenization.md)\n- [Policy-Gated Tool Proxy](patterns\u002Fpolicy-gated-tool-proxy.md)\n- [Sandboxed Tool Authorization](patterns\u002Fsandboxed-tool-authorization.md)\n- [Soulbound Identity Verification](patterns\u002Fsoulbound-identity-verification.md)\n- [Transitive Vouch-Chain Trust](patterns\u002Ftransitive-vouch-chain-trust.md)\n- [Zero-Trust Agent Mesh](patterns\u002Fzero-trust-agent-mesh.md)\n\n### \u003Ca name=\"tool-use-environment\">\u003C\u002Fa>Tool Use & Environment\n\n- [Agent SDK for Programmatic Control](patterns\u002Fagent-sdk-for-programmatic-control.md)\n- [Agent-First Tool Discovery](patterns\u002Fagent-first-tool-discovery.md)\n- [Agent-First Tooling and Logging](patterns\u002Fagent-first-tooling-and-logging.md)\n- [Agentic Search Over Vector Embeddings](patterns\u002Fagentic-search-over-vector-embeddings.md)\n- [AI Web Search Agent Loop](patterns\u002Fai-web-search-agent-loop.md)\n- [CLI-First Skill Design](patterns\u002Fcli-first-skill-design.md)\n- [CLI-Native Agent Orchestration](patterns\u002Fcli-native-agent-orchestration.md)\n- [Code Mode MCP Tool Interface Improvement Pattern](patterns\u002Fcode-first-tool-interface-pattern.md)\n- [Code-Over-API Pattern](patterns\u002Fcode-over-api-pattern.md)\n- [Code-Then-Execute Pattern](patterns\u002Fcode-then-execute-pattern.md)\n- [Cross-Protocol Agent Discovery](patterns\u002Fcross-protocol-agent-discovery.md)\n- [Dual-Use Tool Design](patterns\u002Fdual-use-tool-design.md)\n- [Dynamic Code Injection (On-Demand File Fetch)](patterns\u002Fdynamic-code-injection-on-demand-file-fetch.md)\n- [Egress Lockdown (No-Exfiltration Channel)](patterns\u002Fegress-lockdown-no-exfiltration-channel.md)\n- [Intelligent Bash Tool Execution](patterns\u002Fintelligent-bash-tool-execution.md)\n- [LLM-Friendly API Design](patterns\u002Fllm-friendly-api-design.md)\n- [MCP Pattern Injection](patterns\u002Fmcp-pattern-injection.md)\n- [Multi-Platform Communication Aggregation](patterns\u002Fmulti-platform-communication-aggregation.md)\n- [Multi-Platform Webhook Triggers](patterns\u002Fmulti-platform-webhook-triggers.md)\n- [Patch Steering via Prompted Tool Selection](patterns\u002Fpatch-steering-via-prompted-tool-selection.md)\n- [Progressive Tool Discovery](patterns\u002Fprogressive-tool-discovery.md)\n- [Shell Command Contextualization](patterns\u002Fshell-command-contextualization.md)\n- [Static Service Manifest for Agents](patterns\u002Fstatic-service-manifest-for-agents.md)\n- [Tool Use Steering via Prompting](patterns\u002Ftool-use-steering-via-prompting.md)\n- [Unified Tool Gateway](patterns\u002Funified-tool-gateway.md)\n- [Virtual Machine Operator Agent](patterns\u002Fvirtual-machine-operator-agent.md)\n- [Visual AI Multimodal Integration](patterns\u002Fvisual-ai-multimodal-integration.md)\n\n### \u003Ca name=\"ux-collaboration\">\u003C\u002Fa>UX & Collaboration\n\n- [Abstracted Code Representation for Review](patterns\u002Fabstracted-code-representation-for-review.md)\n- [Agent-Assisted Scaffolding](patterns\u002Fagent-assisted-scaffolding.md)\n- [Agent-Friendly Workflow Design](patterns\u002Fagent-friendly-workflow-design.md)\n- [AI-Accelerated Learning and Skill Development](patterns\u002Fai-accelerated-learning-and-skill-development.md)\n- [Chain-of-Thought Monitoring & Interruption](patterns\u002Fchain-of-thought-monitoring-interruption.md)\n- [Codebase Optimization for Agents](patterns\u002Fcodebase-optimization-for-agents.md)\n- [Democratization of Tooling via Agents](patterns\u002Fdemocratization-of-tooling-via-agents.md)\n- [Dev Tooling Assumptions Reset](patterns\u002Fdev-tooling-assumptions-reset.md)\n- [Human-in-the-Loop Approval Framework](patterns\u002Fhuman-in-loop-approval-framework.md)\n- [Latent Demand Product Discovery](patterns\u002Flatent-demand-product-discovery.md)\n- [Milestone Escrow for Agent Resource Funding](patterns\u002Fagentfund-crowdfunding.md)\n- [Proactive Trigger Vocabulary](patterns\u002Fproactive-trigger-vocabulary.md)\n- [Seamless Background-to-Foreground Handoff](patterns\u002Fseamless-background-to-foreground-handoff.md)\n- [Spectrum of Control \u002F Blended Initiative](patterns\u002Fspectrum-of-control-blended-initiative.md)\n- [Team-Shared Agent Configuration as Code](patterns\u002Fteam-shared-agent-configuration.md)\n- [Verbose Reasoning Transparency](patterns\u002Fverbose-reasoning-transparency.md)\n\n\u003C!-- AUTO-GENERATED PATTERNS END -->\n\n\u003C!-- …existing content below… -->\n\n---\n\n## For AI Assistants (llms.txt)\n\nThis project includes [`llms.txt`](https:\u002F\u002Fagentic-patterns.com\u002Fllms.txt), a machine-readable documentation file designed to help AI assistants and LLMs understand and recommend appropriate patterns.\n\n**What's included:**\n- Pattern categories and their purposes\n- Key patterns with concise descriptions\n- Usage guidelines for AI assistants\n- Pattern selection strategies based on use case requirements\n\n**For developers building AI assistants:**\nThe `llms.txt` file can be provided to LLMs as context to improve pattern recommendations. It's optimized for:\n- RAG systems indexing this catalogue\n- AI coding assistants suggesting patterns\n- LLM-powered tools that recommend agentic patterns\n\n**Access:** https:\u002F\u002Fagentic-patterns.com\u002Fllms.txt (also available in [`apps\u002Fweb\u002Fpublic\u002Fllms.txt`](.\u002Fapps\u002Fweb\u002Fpublic\u002Fllms.txt))\n\n---\n\n## Contributing in 3 steps\n\n1. **Fork & branch** → `git checkout -b add-my-pattern`\n2. **Add a pattern file** under `patterns\u002F` using the template above.\n3. **Run** `bun run build:data` to refresh the generated README sections and site data.\n4. **Open a PR** titled `Add: my-pattern-name`.\n5. This repository is pattern-first: proposals that are primarily product announcements or promotions will be rejected, even if technically valid.\n\nSee [`CONTRIBUTING.md`](https:\u002F\u002Fgithub.com\u002Fnibzard\u002Fawesome-agentic-patterns\u002Fblob\u002Fmain\u002FCONTRIBUTING.md) for the fine print.\n\n---\n\n## Inspiration\n\nThis project started after the write‑up [**\"What Sourcegraph learned building AI coding agents\"**](https:\u002F\u002Fwww.nibzard.com\u002Fampcode) (28 May 2025) and the ongoing *Raising an Agent* video diary. Many first patterns come straight from those lessons — thanks to everyone sharing their journey in the open!\n\n---\n\n## License\n\nApache‑2.0. See [`LICENSE`](https:\u002F\u002Fgithub.com\u002Fnibzard\u002Fawesome-agentic-patterns\u002Fblob\u002Fmain\u002FLICENSE).\n\n---\n\n## Star History\n\n[![Star History Chart](https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=nibzard\u002Fawesome-agentic-patterns&type=date&legend=top-left)](https:\u002F\u002Fwww.star-history.com\u002F#nibzard\u002Fawesome-agentic-patterns&type=date&legend=top-left)\n","awesome-agentic-patterns 是一个精心整理的自主或半自主AI代理模式目录。该项目汇集了现实世界中可重复使用的技巧、工作流和小型架构，旨在帮助AI代理在生产环境中更有效地完成任务。其核心功能包括模式探索器、比较工具、决策探索器等，通过这些工具用户可以轻松浏览、筛选和选择适合特定场景的模式。此外，项目还提供了详细的开发者指南和图谱可视化等功能，以支持更深入的理解与应用。此项目特别适用于正在开发或优化AI代理系统的团队，无论是需要改进上下文记忆管理、反馈循环设计还是学习适应性等方面，都能从中找到有价值的参考。",2,"2026-06-11 03:46:22","high_star"]