Skip to content

Group README pattern table by Explorer category #10

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
arst merged 1 commit into from
Aug 24, 2026
Merged

Group README pattern table by Explorer category #10

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
88 changes: 55 additions & 33 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -68,62 +68,84 @@ request, so edits show up on refresh.
Pattern Explorer groups the catalog into **Reasoning & generation**, **Orchestration**,
**Knowledge & state**, **Production controls**, and **Evaluation**.

### Reasoning & generation

| Pattern | What it demonstrates |
|---|---|
| AgenticRAG | Retrieval as an agent tool: query rewriting, result grading, re-retrieval |
| BoundedExecution | Hard per-run limits on calls, tools, tokens, elapsed time, iterations, and cost |
| CacheAwareContext | Stable-prefix message layout so provider prompt caching pays for the input |
| ChainofThoughts | Step-by-step reasoning in a single prompt |
| CodeAct | One code-execution tool instead of many bound tools; results stay in the script |
| ConfidenceReporting | Self-reported + probe-based confidence scoring |
| ContextCompaction | Compaction strategies for long-running agent context |
| ContextOffloading | Bulky tool results offloaded to files, recoverable via a read-back tool |
| Debate | Opposing agents argue over rounds, a judge rules |
| DurableExecution | Workflow checkpointing and resume across restarts |
| DurableHumanInTheLoop | Approval gate that survives a process restart via checkpointing |
| EvaluationAndMonitoring | Telemetry plus privacy-aware model/tool record and replay |
| ExceptionHandlingAndRecovery | Retry, fallback, graceful degradation, and dependency circuit breaking |
| ExpeL | Learning insights from experience across episodes |
| ExplorationAndDiscovery | Generate → critique → evolve idea loops |
| ReasoningAndActing | ReAct-style reason/act tool loops |
| Reflexion | Episodic retry: attempt → verify → self-reflect → retry with reflections |
| SelfConsistency | Sampled reasoning paths with majority voting |
| SelfCorrectionLoop | Evaluator-Optimizer loop with typed feedback and host-enforced criteria |
| SelfNote | Margin-note taking to aid long-context answers |
| TreeOfThoughts | Branching thought exploration with pruning |
| Voting | Multi-agent voting with confidence weighting |

### Orchestration

| Pattern | What it demonstrates |
|---|---|
| CodeAct | One code-execution tool instead of many bound tools; results stay in the script |
| GoalSetting(s)AndMonitoring | Goal decomposition with progress monitoring |
| GuardRails | Input/output filtering, PII redaction, injection defense |
| Handoff | Agents transferring the conversation to each other |
| HostedTools | Server-side code interpreter and web search tools |
| HumanInTheLoop | Tool-call approval gates |
| IdempotentToolCalls | Retry side effects safely when a successful response is lost |
| InterAgentCommunication.A2A | Agent-to-agent communication over the A2A protocol |
| LLMAsJudge | Judge-model rubric scoring plus a position-bias probe |
| LearningAndAdaptation | Rule learning across sessions |
| MCP | Consuming Model Context Protocol tool servers |
| Magentic | Manager-driven open-ended multi-agent orchestration |
| MemoryManagement | Isolated invocation, session, long-term, and authoritative business state |
| Middleware | Agent-run and function-invocation middleware (logging, latency, tool guards) |
| MultiAgentCollaboration | Group-chat orchestration |
| OrchestratorWorkers | Dynamic decomposition into validated tasks for a fixed worker registry |
| Parallelization | Concurrent fan-out / fan-in over agents |
| Planning | Typed plan generation + execution |
| Prioritization | Task triage with tools |
| ProgressiveToolDisclosure | Search-then-bind tool loading instead of carrying the whole catalog |
| PromptChaining | Multi-step prompt pipelines (workflow-based in AF) |
| RAG | Retrieval-augmented generation over a vector store |
| RalphLoop | Fresh-context agent loop until the plan file is satisfied; state lives in files |
| ReasoningAndActing | ReAct-style reason/act tool loops |
| RedTeaming | Attacker agent vs a defended agent, judge-scored attack-success-rate |
| RegressionEvals | Golden-dataset suite with tiered assertions, cached as a CI gate |
| Reflexion | Episodic retry: attempt → verify → self-reflect → retry with reflections |
| ResourceAwareOptimization | Model routing under a cost budget |
| Routing | Intent routing to specialist agents (incl. a workflow variant) |
| SelfConsistency | Sampled reasoning paths with majority voting |
| SelfCorrectionLoop | Evaluator-Optimizer loop with typed feedback and host-enforced criteria |
| SelfNote | Margin-note taking to aid long-context answers |
| SemanticCaching | Exact and similarity-based response caching |
| SkillLearning | Versioned candidate → validated → tested → approved → active → retired skills |
| StigmergicCoordination | Message-free multi-agent build coordinated via shared contracts and a compile gate |
| ToolUse | Function calling basics |

### Knowledge & state

| Pattern | What it demonstrates |
|---|---|
| AgenticRAG | Retrieval as an agent tool: query rewriting, result grading, re-retrieval |
| CacheAwareContext | Stable-prefix message layout so provider prompt caching pays for the input |
| ContextCompaction | Compaction strategies for long-running agent context |
| ContextOffloading | Bulky tool results offloaded to files, recoverable via a read-back tool |
| ExpeL | Learning insights from experience across episodes |
| LearningAndAdaptation | Rule learning across sessions |
| MemoryManagement | Isolated invocation, session, long-term, and authoritative business state |
| ProgressiveToolDisclosure | Search-then-bind tool loading instead of carrying the whole catalog |
| RAG | Retrieval-augmented generation over a vector store |
| SemanticCaching | Exact and similarity-based response caching |
| SkillLearning | Versioned candidate → validated → tested → approved → active → retired skills |

### Production controls

| Pattern | What it demonstrates |
|---|---|
| BoundedExecution | Hard per-run limits on calls, tools, tokens, elapsed time, iterations, and cost |
| ConfidenceReporting | Self-reported + probe-based confidence scoring |
| DurableExecution | Workflow checkpointing and resume across restarts |
| DurableHumanInTheLoop | Approval gate that survives a process restart via checkpointing |
| EvaluationAndMonitoring | Telemetry plus privacy-aware model/tool record and replay |
| ExceptionHandlingAndRecovery | Retry, fallback, graceful degradation, and dependency circuit breaking |
| GuardRails | Input/output filtering, PII redaction, injection defense |
| HumanInTheLoop | Tool-call approval gates |
| IdempotentToolCalls | Retry side effects safely when a successful response is lost |
| Middleware | Agent-run and function-invocation middleware (logging, latency, tool guards) |
| ResourceAwareOptimization | Model routing under a cost budget |
| ToolAuthorization | Capability-scoped, argument-level authorization before tool execution |

### Evaluation

| Pattern | What it demonstrates |
|---|---|
| LLMAsJudge | Judge-model rubric scoring plus a position-bias probe |
| RedTeaming | Attacker agent vs a defended agent, judge-scored attack-success-rate |
| RegressionEvals | Golden-dataset suite with tiered assertions, cached as a CI gate |
| TrajectoryEvaluation | Scoring the agent's tool-use path with agent evaluators |
| TreeOfThoughts | Branching thought exploration with pruning |
| Voting | Multi-agent voting with confidence weighting |

## Setup

Expand Down
Loading