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management for Reactive Agents — template engine and built-in prompt library","maintainers":[{"name":"tylerbuell","email":"tylerjrbuell@gmail.com"}],"readme":"# @reactive-agents/prompts\n\nPrompt management for the [Reactive Agents](https://docs.reactiveagents.dev/) framework. **v0.10.3**\n\nA version-controlled template engine with `{{variable}}` interpolation, type-safe variable bindings, and a built-in library of agent prompts covering reasoning strategies (ReAct, Plan-Execute, Tree-of-Thought, Reflexion), evaluation judges (accuracy, relevance, completeness, safety), and tier-adaptive system prompts (frontier vs. local models).\n\n## Installation\n\n```bash\nbun add @reactive-agents/prompts\n```\n\nOr via the umbrella:\n\n```bash\nbun add reactive-agents\n```\n\n## Features\n\n- **Template engine** — `{{variable}}` interpolation with required/optional variables, defaults, and type guards\n- **Built-in template library** — reasoning, verification, evaluation, and default agent system prompts\n- **Tier-adaptive variants** — separate `react-system-frontier`, `react-system-local`, `react-thought-frontier`, `react-thought-local` for cost-aware prompt routing\n- **Version-controlled** — every template carries a `version` integer; `PromptService` looks up the latest unless pinned\n- **Token estimator** — `estimateTokens()` for budget planning before render\n- **A/B experiments** — `ExperimentService` (unstable) for prompt variant evaluation\n\n## Quick Example\n\n```typescript\nimport { interpolate } from \"@reactive-agents/prompts\";\n\nconst rendered = interpolate(\n  \"You are a {{role}} expert. Answer in {{language}}.\",\n  { role: \"TypeScript\", language: \"English\" },\n);\n```\n\n## Built-in Templates\n\n### Reasoning\n\n| Template                                  | Strategy / phase                          |\n| ----------------------------------------- | ----------------------------------------- |\n| `reactTemplate`                           | High-level ReAct loop prompt              |\n| `reactSystemTemplate`                     | ReAct system prompt                       |\n| `reactThoughtTemplate`                    | ReAct thought-step prompt                 |\n| `reactSystemFrontierTemplate` / `reactSystemLocalTemplate` | Tier-adaptive system variants |\n| `reactThoughtFrontierTemplate` / `reactThoughtLocalTemplate` | Tier-adaptive thought variants |\n| `planExecuteTemplate`                     | Plan-Execute high-level                   |\n| `planExecutePlanTemplate`                 | Plan phase                                |\n| `planExecuteExecuteTemplate`              | Execute phase                             |\n| `planExecuteReflectTemplate`              | Reflect phase                             |\n| `treeOfThoughtTemplate`                   | ToT high-level                            |\n| `treeOfThoughtExpandTemplate`             | Expand candidate thoughts                 |\n| `treeOfThoughtScoreTemplate`              | Score candidates                          |\n| `treeOfThoughtSynthesizeTemplate`         | Synthesize chosen branch                  |\n| `reflexionTemplate`                       | Reflexion high-level                      |\n| `reflexionGenerateTemplate`               | Generate attempt                          |\n| `reflexionCritiqueTemplate`               | Critique prior attempt                    |\n| `adaptiveClassifyTemplate`                | Classify task complexity for routing      |\n\n### Verification\n\n| Template            | Use                              |\n| ------------------- | -------------------------------- |\n| `factCheckTemplate` | Fact-check decomposed claims     |\n\n### Evaluation (judges)\n\n| Template                       | Dimension       |\n| ------------------------------ | --------------- |\n| `judgeAccuracyTemplate`        | Accuracy        |\n| `judgeRelevanceTemplate`       | Relevance       |\n| `judgeCompletenessTemplate`    | Completeness    |\n| `judgeSafetyTemplate`          | Safety          |\n| `judgeGenericTemplate`         | Generic rubric  |\n\n### Agent\n\n| Template                  | Use                                     |\n| ------------------------- | --------------------------------------- |\n| `defaultSystemTemplate`   | Default agent system prompt             |\n\n`allBuiltinTemplates` is a flat array of every template above — useful for bulk registration.\n\n## Builder Integration\n\n```typescript\nimport { ReactiveAgents } from \"reactive-agents\";\n\n// Enable all built-in templates\nconst agent = await ReactiveAgents.create()\n  .withName(\"researcher\")\n  .withProvider(\"anthropic\", { model: \"claude-sonnet-4-6\" })\n  .withPrompts()\n  .build();\n\n// Or register custom templates at build time\nconst customAgent = await ReactiveAgents.create()\n  .withName(\"custom\")\n  .withProvider(\"anthropic\")\n  .withPrompts({\n    templates: [\n      {\n        id: \"custom.system\",\n        name: \"Custom System Prompt\",\n        version: 1,\n        template: \"You are a {{role}} expert. Answer in {{language}}.\",\n        variables: [\n          { name: \"role\", required: true, type: \"string\" },\n          { name: \"language\", required: false, type: \"string\", defaultValue: \"English\" },\n        ],\n      },\n    ],\n  })\n  .build();\n```\n\n## Direct Service Usage\n\n```typescript\nimport { Effect } from \"effect\";\nimport { PromptService, PromptServiceLive } from \"@reactive-agents/prompts\";\n\nconst program = Effect.gen(function* () {\n  const prompts = yield* PromptService;\n  const compiled = yield* prompts.compile(\"react.system\", {\n    role: \"research assistant\",\n    tools: [\"web_search\", \"calculator\"],\n  });\n  return compiled.text;\n});\n```\n\n## A/B Experiments (unstable)\n\n```typescript\nimport { ExperimentService } from \"@reactive-agents/prompts\";\n// Variant assignment, outcome capture, results aggregation.\n// See AUDIT-overhaul-2026.md §11 #41 — surface may change in v0.10.x.\n```\n\n## Key Exports\n\n| Export                                           | Purpose                                        |\n| ------------------------------------------------ | ---------------------------------------------- |\n| `PromptService`, `PromptServiceLive`             | Template registration + compilation            |\n| `interpolate`, `estimateTokens`                  | Pure template-engine helpers                   |\n| `allBuiltinTemplates`                            | Bulk registration array                        |\n| `createPromptLayer`                              | Factory for the runtime layer                  |\n| `ExperimentService`, `ExperimentServiceLive`     | A/B experimentation (unstable)                 |\n| `PromptTemplate`, `CompiledPrompt`, `PromptVariable` | Schemas + types                            |\n| `PromptError`, `TemplateNotFoundError`, `VariableError` | Tagged errors                          |\n\n## Documentation\n\nFull documentation at [docs.reactiveagents.dev](https://docs.reactiveagents.dev/)\n\n## License\n\nMIT\n","readmeFilename":"README.md"}