diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 9aa5f3fe0..68d78a2a7 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -48,6 +48,7 @@ jobs: integrations-pipecat: ${{ steps.filter.outputs.integrations-pipecat }} integrations-agentcore: ${{ steps.filter.outputs.integrations-agentcore }} integrations-smolagents: ${{ steps.filter.outputs.integrations-smolagents }} + integrations-claude-agent-sdk: ${{ steps.filter.outputs.integrations-claude-agent-sdk }} integrations-dify: ${{ steps.filter.outputs.integrations-dify }} tools-agent-sdk: ${{ steps.filter.outputs.tools-agent-sdk }} dev: ${{ steps.filter.outputs.dev }} @@ -141,6 +142,8 @@ jobs: - 'hindsight-integrations/agentcore/**' integrations-smolagents: - 'hindsight-integrations/smolagents/**' + integrations-claude-agent-sdk: + - 'hindsight-integrations/claude-agent-sdk/**' integrations-dify: - 'hindsight-integrations/dify/**' tools-agent-sdk: @@ -2792,6 +2795,42 @@ jobs: working-directory: ./hindsight-integrations/openai-agents run: uv run pytest tests -v + test-claude-agent-sdk-integration: + needs: [detect-changes] + if: >- + (github.event_name == 'workflow_dispatch' || + needs.detect-changes.outputs.integrations-claude-agent-sdk == 'true' || + needs.detect-changes.outputs.ci == 'true') + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v6 + with: + ref: ${{ github.event.pull_request.head.sha || '' }} + + - name: Install uv + uses: astral-sh/setup-uv@v7 + with: + enable-cache: true + prune-cache: false + + - name: Set up Python + uses: actions/setup-python@v6 + with: + python-version-file: ".python-version" + + - name: Build claude-agent-sdk integration + working-directory: ./hindsight-integrations/claude-agent-sdk + run: uv build + + - name: Install dependencies + working-directory: ./hindsight-integrations/claude-agent-sdk + run: uv sync --frozen + + - name: Run tests + working-directory: ./hindsight-integrations/claude-agent-sdk + run: uv run pytest tests -v + test-agentcore-integration: needs: [detect-changes] if: >- @@ -3675,6 +3714,7 @@ jobs: - test-embed-windows - test-hindsight-all - test-hindsight-agent-sdk + - test-claude-agent-sdk-integration - test-doc-examples - test-upgrade - verify-generated-files diff --git a/hindsight-docs/src/pages/cookbook/recipes/claude-agent-sdk.md b/hindsight-docs/src/pages/cookbook/recipes/claude-agent-sdk.md new file mode 100644 index 000000000..eb8670415 --- /dev/null +++ b/hindsight-docs/src/pages/cookbook/recipes/claude-agent-sdk.md @@ -0,0 +1,286 @@ +--- +sidebar_position: 12 +--- + +# Claude Agent SDK with Persistent Memory + + +:::tip Run this notebook +This recipe is available as an interactive Jupyter notebook. +[**Open in GitHub →**](https://github.com/vectorize-io/hindsight-cookbook/blob/main/notebooks/claude-agent-sdk.ipynb) +::: + + +Build a Claude agent that remembers across sessions using Hindsight memory tools and automatic hooks. + +## Features +- In-process MCP server with retain, recall, and reflect tools +- Automatic memory hooks that inject context before each prompt +- Auto-retain agent results for future sessions +- Knowledge that compounds over repeated runs + +## Prerequisites +- **Claude Code CLI** installed and authenticated (`npm install -g @anthropic-ai/claude-code && claude auth login`, or set `ANTHROPIC_API_KEY`) +- An LLM API key for Hindsight (OpenAI, Gemini, etc.) +- Hindsight running locally via Docker (see setup below) +- Alternatively, a [Hindsight Cloud](https://ui.hindsight.vectorize.io/signup) account (no Docker needed) + +:::note +The Claude Agent SDK runs the Claude Code CLI as a subprocess. You need the CLI installed **and** authenticated — either via `claude auth login` or by setting `ANTHROPIC_API_KEY` in your environment. +::: + +## Start Hindsight Locally + +Before running this notebook, start Hindsight in a terminal: + +```bash +export LLM_API_KEY="your-llm-api-key" + +docker run --rm -it --pull always -p 8888:8888 -p 9999:9999 \ + -e HINDSIGHT_API_LLM_API_KEY=$LLM_API_KEY \ + -e HINDSIGHT_API_LLM_MODEL=gpt-4o-mini \ + -v $HOME/.hindsight-docker:/home/hindsight/.pg0 \ + ghcr.io/vectorize-io/hindsight:latest +``` + +## 1. Install Dependencies + + +```python +!pip install -q hindsight-claude-agent-sdk nest-asyncio +``` + +## 2. Configure Environment + + +```python +import nest_asyncio +nest_asyncio.apply() + +import os +import getpass + +# Anthropic API key (used by Claude Agent SDK) +if not os.getenv("ANTHROPIC_API_KEY"): + os.environ["ANTHROPIC_API_KEY"] = getpass.getpass("Enter your Anthropic API key: ") + +# Hindsight connection (defaults to local self-hosted instance) +# For Hindsight Cloud, set HINDSIGHT_API_URL and HINDSIGHT_API_KEY env vars +HINDSIGHT_API_URL = os.getenv("HINDSIGHT_API_URL", "http://localhost:8888") +HINDSIGHT_API_KEY = os.getenv("HINDSIGHT_API_KEY", None) # optional, for Hindsight Cloud +BANK_ID = "claude-agent-demo" + +print(f"Hindsight API: {HINDSIGHT_API_URL}") +print(f"Using API key: {'yes' if HINDSIGHT_API_KEY else 'no (self-hosted)'}") +print(f"Bank ID: {BANK_ID}") +``` + +## 3. Create a Memory Bank + + +```python +from hindsight_client import Hindsight + +hindsight = Hindsight(base_url=HINDSIGHT_API_URL, api_key=HINDSIGHT_API_KEY) + +# Create a dedicated bank for this demo (safe to re-run) +try: + hindsight.create_bank( + bank_id=BANK_ID, + name="Claude Agent Demo", + mission="Remember user preferences, decisions, and project context for a software development assistant.", + ) + print(f"Bank '{BANK_ID}' created.") +except Exception: + print(f"Bank '{BANK_ID}' already exists, continuing.") +``` + +## 4. Set Up Memory Tools + +Create an in-process MCP server with retain, recall, and reflect tools: + + +```python +from hindsight_claude_agent_sdk import create_hindsight_server + +server = create_hindsight_server( + bank_id=BANK_ID, + hindsight_api_url=HINDSIGHT_API_URL, + api_key=HINDSIGHT_API_KEY, + tags=["source:claude-agent-sdk-demo"], +) + +print("Hindsight MCP server created with tools: hindsight_retain, hindsight_recall, hindsight_reflect") +``` + +## 5. Run Agent with Explicit Memory Tools + +The agent decides when to store and retrieve memories: + + +```python +import asyncio +from claude_agent_sdk import query, ClaudeAgentOptions + +async def run_agent(prompt: str, system: str = None): + """Run a Claude agent with Hindsight memory tools.""" + options = ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + model="claude-sonnet-4-6", + permission_mode="bypassPermissions", + ) + if system: + options.system_prompt = system + + result_text = None + async for msg in query(prompt=prompt, options=options): + if hasattr(msg, "result"): + result_text = msg.result + return result_text + + +# Store some preferences +result = asyncio.get_event_loop().run_until_complete( + run_agent( + "Store the following into memory using the retain tool:\n" + "- I prefer Python with type hints and async/await patterns\n" + "- My team uses pytest for testing with pytest-asyncio\n" + "- We follow conventional commits (feat:, fix:, chore:)\n" + "- Our API framework is FastAPI with Pydantic v2 models" + ) +) +print("Agent result:", result) +``` + +## 6. Recall Memories in a New Session + +Simulate a fresh session — the agent has no conversation history, but can recall from memory: + + +```python +# New session — no prior context +result = asyncio.get_event_loop().run_until_complete( + run_agent( + "What testing framework does my team use? " + "Search your memory first before answering.", + system="You are a helpful coding assistant. Always check memory before answering questions about the user.", + ) +) +print("Agent result:", result) +``` + +## 7. Reflect for Deeper Synthesis + +Use reflect when you need reasoned analysis across all stored memories: + + +```python +result = asyncio.get_event_loop().run_until_complete( + run_agent( + "Use the reflect tool to synthesize everything you know about my development stack and preferences.", + ) +) +print("Agent result:", result) +``` + +## 8. Add Automatic Memory Hooks + +Hooks inject memory automatically — no explicit tool calls needed: + + +```python +from hindsight_claude_agent_sdk import create_memory_hooks, MemoryHookConfig + +hooks = create_memory_hooks( + bank_id=BANK_ID, + hindsight_api_url=HINDSIGHT_API_URL, + api_key=HINDSIGHT_API_KEY, + hook_config=MemoryHookConfig( + auto_recall=True, # inject relevant memories before each prompt + auto_retain=True, # save agent results after each session + recall_max_results=5, # limit injected memories + ), +) + +print("Memory hooks created: auto-recall on UserPromptSubmit, auto-retain on Stop") +``` + +## 9. Run Agent with Hooks + +Now the agent gets relevant memories injected as system context automatically: + + +```python +async def run_with_hooks(prompt: str): + """Run a Claude agent with both tools and hooks.""" + result_text = None + async for msg in query( + prompt=prompt, + options=ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + hooks=hooks, + model="claude-sonnet-4-6", + permission_mode="bypassPermissions", + system_prompt="You are a helpful coding assistant.", + ), + ): + if hasattr(msg, "result"): + result_text = msg.result + return result_text + + +# The agent receives past memories automatically — no tool call needed +result = asyncio.get_event_loop().run_until_complete( + run_with_hooks("Write a sample pytest test for a FastAPI endpoint, using my team's preferred patterns.") +) +print("Agent result:", result) +``` + +The agent received your team's testing preferences via auto-recall before it even started working. And its result was auto-retained for future sessions. + +## 10. Run Again to See Knowledge Compound + +Each session adds to the knowledge base. Run the agent again with a related prompt: + + +```python +result = asyncio.get_event_loop().run_until_complete( + run_with_hooks("What commit message format should I use for this test file I just created?") +) +print("Agent result:", result) +``` + +The agent recalls the conventional commits preference from earlier — even though it was stored in a completely different session. + +## 11. Auto-Retain Tool Outputs (Optional) + +You can also auto-retain outputs from specific tools like Bash: + + +```python +hooks_with_bash = create_memory_hooks( + bank_id=BANK_ID, + hindsight_api_url=HINDSIGHT_API_URL, + api_key=HINDSIGHT_API_KEY, + hook_config=MemoryHookConfig( + auto_recall=True, + auto_retain=True, + retain_on_tools=["Bash"], # remember Bash command outputs + retain_tags=["source:cli"], + ), +) + +print("Hooks created with Bash output retention enabled") +``` + +## Cleanup + +Delete the bank created during this notebook: + + +```python +hindsight.delete_bank(bank_id=BANK_ID) +print(f"Deleted bank '{BANK_ID}'.") +``` diff --git a/hindsight-integrations/claude-agent-sdk/README.md b/hindsight-integrations/claude-agent-sdk/README.md new file mode 100644 index 000000000..78acb0911 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/README.md @@ -0,0 +1,87 @@ +# hindsight-claude-agent-sdk + +Persistent memory tools and hooks for the [Claude Agent SDK](https://pypi.org/project/claude-agent-sdk/), powered by [Hindsight](https://github.com/vectorize-io/hindsight). + +## Installation + +```bash +pip install hindsight-claude-agent-sdk +``` + +## Quick Start + +### Tools (explicit memory) + +Give your Claude agent retain/recall/reflect tools so it can decide when to use memory: + +```python +from claude_agent_sdk import query, ClaudeAgentOptions +from hindsight_claude_agent_sdk import create_hindsight_server + +server = create_hindsight_server( + bank_id="my-agent", + hindsight_api_url="http://localhost:8888", +) + +async for msg in query( + prompt="Remember that I prefer dark mode. Then check what you know about me.", + options=ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + ), +): + print(msg) +``` + +### Hooks (automatic memory) + +Auto-recall relevant memories before each prompt and auto-retain results after each session: + +```python +from claude_agent_sdk import query, ClaudeAgentOptions +from hindsight_claude_agent_sdk import create_hindsight_server, create_memory_hooks + +server = create_hindsight_server(bank_id="my-agent", hindsight_api_url="http://localhost:8888") +hooks = create_memory_hooks(bank_id="my-agent", hindsight_api_url="http://localhost:8888") + +async for msg in query( + prompt="Help me refactor the auth module.", + options=ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + hooks=hooks, + ), +): + print(msg) +``` + +### Global configuration + +```python +from hindsight_claude_agent_sdk import configure + +configure( + hindsight_api_url="http://localhost:8888", + api_key="your-api-key", + budget="mid", +) +``` + +## Hook Configuration + +Fine-tune automatic memory behavior: + +```python +from hindsight_claude_agent_sdk import MemoryHookConfig, create_memory_hooks + +hooks = create_memory_hooks( + bank_id="my-agent", + hook_config=MemoryHookConfig( + auto_recall=True, # inject memories before each prompt + auto_retain=True, # save results after each session + retain_on_tools=["Bash"], # also retain notable Bash outputs + recall_max_results=5, # max memories to inject + retain_tags=["source:my-app"], + ), +) +``` diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/__init__.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/__init__.py new file mode 100644 index 000000000..26cd24316 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/__init__.py @@ -0,0 +1,65 @@ +"""Hindsight-Claude-Agent-SDK: Persistent memory for Claude agents. + +Provides an in-process MCP server with Hindsight memory tools and +automatic memory hooks for the Claude Agent SDK. + +Basic usage with tools:: + + from claude_agent_sdk import query, ClaudeAgentOptions + from hindsight_claude_agent_sdk import create_hindsight_server + + server = create_hindsight_server( + bank_id="my-agent", + hindsight_api_url="http://localhost:8888", + ) + + async for msg in query( + prompt="What do you remember about my preferences?", + options=ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + ), + ): + print(msg) + +With automatic memory hooks:: + + from hindsight_claude_agent_sdk import create_hindsight_server, create_memory_hooks + + server = create_hindsight_server(bank_id="my-agent", hindsight_api_url="http://localhost:8888") + hooks = create_memory_hooks(bank_id="my-agent", hindsight_api_url="http://localhost:8888") + + async for msg in query( + prompt="Help me refactor the auth module.", + options=ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + hooks=hooks, + ), + ): + print(msg) +""" + +from ._version import __version__ +from .config import ( + HindsightClaudeAgentSDKConfig, + configure, + get_config, + reset_config, +) +from .errors import HindsightError +from .hooks import MemoryHookConfig, create_memory_hooks +from .tools import create_hindsight_server, create_hindsight_tools + +__all__ = [ + "__version__", + "configure", + "get_config", + "reset_config", + "HindsightClaudeAgentSDKConfig", + "HindsightError", + "create_hindsight_server", + "create_hindsight_tools", + "create_memory_hooks", + "MemoryHookConfig", +] diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/_client.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/_client.py new file mode 100644 index 000000000..a491326d6 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/_client.py @@ -0,0 +1,37 @@ +"""Shared Hindsight client resolution logic.""" + +from __future__ import annotations + +from typing import Any + +from hindsight_client import Hindsight + +from ._version import __version__ +from .config import get_config +from .errors import HindsightError + +_USER_AGENT = f"hindsight-claude-agent-sdk/{__version__}" + + +def resolve_client( + client: Hindsight | None, + hindsight_api_url: str | None, + api_key: str | None, +) -> Hindsight: + """Resolve a Hindsight client from explicit args or global config.""" + if client is not None: + return client + + config = get_config() + url = hindsight_api_url or (config.hindsight_api_url if config else None) + key = api_key or (config.api_key if config else None) + + if url is None: + raise HindsightError( + "No Hindsight API URL configured. Pass client= or hindsight_api_url=, or call configure() first." + ) + + kwargs: dict[str, Any] = {"base_url": url, "timeout": 30.0, "user_agent": _USER_AGENT} + if key: + kwargs["api_key"] = key + return Hindsight(**kwargs) diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/_version.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/_version.py new file mode 100644 index 000000000..02dc1c1e8 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/_version.py @@ -0,0 +1,3 @@ +"""Single source of truth for the package version.""" + +__version__ = "0.1.0" diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/config.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/config.py new file mode 100644 index 000000000..400c8eef1 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/config.py @@ -0,0 +1,95 @@ +"""Global configuration for Hindsight-Claude-Agent-SDK integration.""" + +from __future__ import annotations + +import os +from dataclasses import dataclass +from typing import Literal + +DEFAULT_HINDSIGHT_API_URL = "https://api.hindsight.vectorize.io" +HINDSIGHT_API_KEY_ENV = "HINDSIGHT_API_KEY" + +DEFAULT_BUDGET: Literal["low", "mid", "high"] = "mid" +DEFAULT_MAX_TOKENS = 4096 +DEFAULT_RECALL_TAGS_MATCH: Literal["any", "all", "any_strict", "all_strict"] = "any" + +Budget = Literal["low", "mid", "high"] +TagsMatch = Literal["any", "all", "any_strict", "all_strict"] + + +@dataclass +class HindsightClaudeAgentSDKConfig: + """Connection and default settings for the Claude Agent SDK integration. + + Attributes: + hindsight_api_url: URL of the Hindsight API server. + api_key: API key for Hindsight authentication. + budget: Default recall budget level (low/mid/high). + max_tokens: Default maximum tokens for recall results. + tags: Default tags applied when storing memories. + recall_tags: Default tags to filter when searching memories. + recall_tags_match: Tag matching mode (any/all/any_strict/all_strict). + """ + + hindsight_api_url: str = DEFAULT_HINDSIGHT_API_URL + api_key: str | None = None + budget: Budget = DEFAULT_BUDGET + max_tokens: int = DEFAULT_MAX_TOKENS + tags: list[str] | None = None + recall_tags: list[str] | None = None + recall_tags_match: TagsMatch = DEFAULT_RECALL_TAGS_MATCH + + +_global_config: HindsightClaudeAgentSDKConfig | None = None + + +def configure( + hindsight_api_url: str | None = None, + api_key: str | None = None, + budget: Budget = DEFAULT_BUDGET, + max_tokens: int = DEFAULT_MAX_TOKENS, + tags: list[str] | None = None, + recall_tags: list[str] | None = None, + recall_tags_match: TagsMatch = DEFAULT_RECALL_TAGS_MATCH, +) -> HindsightClaudeAgentSDKConfig: + """Configure Hindsight connection and default settings. + + Args: + hindsight_api_url: Hindsight API URL (default: production). + api_key: API key. Falls back to HINDSIGHT_API_KEY env var. + budget: Default recall budget (low/mid/high). + max_tokens: Default max tokens for recall. + tags: Default tags for retain operations. + recall_tags: Default tags to filter recall/search. + recall_tags_match: Tag matching mode. + + Returns: + The configured HindsightClaudeAgentSDKConfig. + """ + global _global_config + + resolved_url = hindsight_api_url or DEFAULT_HINDSIGHT_API_URL + resolved_key = api_key or os.environ.get(HINDSIGHT_API_KEY_ENV) + + _global_config = HindsightClaudeAgentSDKConfig( + hindsight_api_url=resolved_url, + api_key=resolved_key, + budget=budget, + max_tokens=max_tokens, + tags=tags, + recall_tags=recall_tags, + recall_tags_match=recall_tags_match, + ) + + return _global_config + + +def get_config() -> HindsightClaudeAgentSDKConfig | None: + """Get the current global configuration.""" + return _global_config + + +def reset_config() -> None: + """Reset global configuration to None.""" + global _global_config + _global_config = None diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/errors.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/errors.py new file mode 100644 index 000000000..9f46e3665 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/errors.py @@ -0,0 +1,7 @@ +"""Hindsight-Claude-Agent-SDK error types.""" + + +class HindsightError(Exception): + """Exception raised when a Hindsight memory operation fails.""" + + pass diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/hooks.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/hooks.py new file mode 100644 index 000000000..5ecfa30b4 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/hooks.py @@ -0,0 +1,303 @@ +"""Claude Agent SDK hooks for automatic Hindsight memory operations. + +Provides hook factories that auto-inject recalled memories into prompts +and auto-retain agent results, without the agent needing to explicitly +call memory tools. + +Hooks complement the explicit tools from ``create_hindsight_server`` — +use tools when the agent should decide when to remember/recall, and +hooks when you want memory to happen automatically. +""" + +from __future__ import annotations + +import json +import logging +import re +from dataclasses import dataclass, field +from pathlib import Path +from typing import Any + +from claude_agent_sdk import ( + HookContext, + HookJSONOutput, + HookMatcher, + PostToolUseHookInput, + StopHookInput, + UserPromptSubmitHookInput, +) +from hindsight_client import Hindsight + +from ._client import resolve_client +from .config import ( + DEFAULT_BUDGET, + DEFAULT_MAX_TOKENS, + DEFAULT_RECALL_TAGS_MATCH, + Budget, + TagsMatch, + get_config, +) + +logger = logging.getLogger(__name__) + + +def _extract_result_from_transcript(transcript_path: str) -> str: + """Extract the final result text from a Claude session transcript.""" + path = Path(transcript_path) + if not path.exists(): + return "" + + fallback_assistant_text = "" + try: + lines = path.read_text(encoding="utf-8").splitlines() + except OSError: + return "" + + for line in reversed(lines): + if not line.strip(): + continue + try: + entry = json.loads(line) + except json.JSONDecodeError: + continue + + if entry.get("type") == "result": + result_text = entry.get("result") + if isinstance(result_text, str) and result_text.strip(): + return result_text.strip() + + if not fallback_assistant_text and entry.get("type") == "assistant": + content = entry.get("message", {}).get("content", []) + if isinstance(content, list): + text_blocks = [ + block.get("text", "").strip() + for block in content + if isinstance(block, dict) and block.get("type") == "text" + ] + fallback_assistant_text = "\n".join(block for block in text_blocks if block) + + return fallback_assistant_text + + +@dataclass +class MemoryHookConfig: + """Configuration for automatic memory hooks. + + Attributes: + auto_recall: Inject relevant memories into the system prompt + on each ``UserPromptSubmit`` event. + auto_retain: Store agent results on ``Stop`` events. + retain_on_tools: Tool name regex patterns whose results should + be auto-retained (e.g. ``"Bash"`` to remember command outputs). + recall_query: Query used for auto-recall. If ``"$prompt"``, + uses the user's actual prompt text. + recall_max_results: Maximum memories to inject. + recall_prefix: Text prepended before the memory list in the + system prompt injection. + retain_tags: Tags applied to auto-retained memories. + retain_prefix: Text prepended to auto-retained content. + """ + + auto_recall: bool = True + auto_retain: bool = True + retain_on_tools: list[str] = field(default_factory=list) + recall_query: str = "$prompt" + recall_max_results: int = 5 + recall_prefix: str = "\n\nRelevant memories from previous sessions:\n" + retain_tags: list[str] = field(default_factory=lambda: ["source:claude-agent-sdk"]) + retain_prefix: str = "Agent session result: " + + +def create_memory_hooks( + *, + bank_id: str, + client: Hindsight | None = None, + hindsight_api_url: str | None = None, + api_key: str | None = None, + budget: Budget | None = None, + max_tokens: int | None = None, + recall_tags: list[str] | None = None, + recall_tags_match: TagsMatch | None = None, + hook_config: MemoryHookConfig | None = None, +) -> dict[str, list[HookMatcher]]: + """Create Claude Agent SDK hooks for automatic memory operations. + + Returns a dict suitable for ``ClaudeAgentOptions(hooks=...)``. + + Up to three hook types are created: + + - **UserPromptSubmit**: Before each agent turn, recalls relevant + memories from Hindsight and injects them as a system message. + - **Stop**: When the agent finishes, retains a summary of the + result into Hindsight for future sessions. + - **PostToolUse** (optional): Retains notable tool results based + on ``hook_config.retain_on_tools`` patterns. + + Args: + bank_id: The Hindsight memory bank to operate on. + client: Pre-configured Hindsight client (preferred). + hindsight_api_url: API URL (used if no client provided). + api_key: API key (used if no client provided). + budget: Recall budget level (low/mid/high). + max_tokens: Maximum tokens for recall results. + recall_tags: Tags to filter when recalling memories. + recall_tags_match: Tag matching mode (any/all/any_strict/all_strict). + hook_config: Fine-grained hook behavior configuration. + + Returns: + A dict mapping hook event names to lists of HookMatcher, + for use with ``ClaudeAgentOptions(hooks=...)``. + + Raises: + HindsightError: If no client or API URL can be resolved. + + Example:: + + from hindsight_claude_agent_sdk import create_memory_hooks + from claude_agent_sdk import query, ClaudeAgentOptions + + hooks = create_memory_hooks( + bank_id="my-agent", + hindsight_api_url="http://localhost:8888", + ) + + async for msg in query( + prompt="What did we decide about the auth module?", + options=ClaudeAgentOptions(hooks=hooks), + ): + print(msg) + """ + resolved_client = resolve_client(client, hindsight_api_url, api_key) + cfg = hook_config or MemoryHookConfig() + + config = get_config() + effective_budget = budget if budget is not None else (config.budget if config else DEFAULT_BUDGET) + effective_max_tokens = ( + max_tokens if max_tokens is not None else (config.max_tokens if config else DEFAULT_MAX_TOKENS) + ) + effective_recall_tags = recall_tags if recall_tags is not None else (config.recall_tags if config else None) + effective_recall_tags_match = ( + recall_tags_match + if recall_tags_match is not None + else (config.recall_tags_match if config else DEFAULT_RECALL_TAGS_MATCH) + ) + + hooks: dict[str, list[HookMatcher]] = {} + + if cfg.auto_recall: + + async def _recall_hook( + input_data: UserPromptSubmitHookInput, + tool_use_id: str | None, + context: HookContext, + ) -> HookJSONOutput: + """Recall relevant memories and inject as system context.""" + try: + query_text = input_data.get("prompt", "") + if not query_text: + return {} + + if cfg.recall_query != "$prompt": + query_text = cfg.recall_query + + recall_kwargs: dict[str, Any] = { + "bank_id": bank_id, + "query": query_text, + "budget": effective_budget, + "max_tokens": effective_max_tokens, + } + if effective_recall_tags: + recall_kwargs["tags"] = effective_recall_tags + recall_kwargs["tags_match"] = effective_recall_tags_match + + response = await resolved_client.arecall(**recall_kwargs) + if not response.results: + return {} + + lines = [] + for i, result in enumerate(response.results[: cfg.recall_max_results], 1): + lines.append(f"{i}. {result.text}") + + memory_text = cfg.recall_prefix + "\n".join(lines) + return {"systemMessage": memory_text} + + except Exception as e: + logger.warning("Auto-recall hook failed (non-fatal): %s", e) + return {} + + hooks["UserPromptSubmit"] = [HookMatcher(hooks=[_recall_hook])] + + if cfg.auto_retain: + + async def _retain_hook( + input_data: StopHookInput, + tool_use_id: str | None, + context: HookContext, + ) -> HookJSONOutput: + """Retain agent result summary into memory.""" + try: + result_text = _extract_result_from_transcript(input_data["transcript_path"]) + if not result_text or len(result_text) < 20: + return {} + + # Truncate very long results to avoid storing noise + content = result_text[:4000] if len(result_text) > 4000 else result_text + content = cfg.retain_prefix + content + + retain_kwargs: dict[str, Any] = { + "bank_id": bank_id, + "content": content, + } + if cfg.retain_tags: + retain_kwargs["tags"] = cfg.retain_tags + + await resolved_client.aretain(**retain_kwargs) + logger.debug("Auto-retained agent result to bank %s", bank_id) + + except Exception as e: + logger.warning("Auto-retain hook failed (non-fatal): %s", e) + + return {} + + hooks["Stop"] = [HookMatcher(hooks=[_retain_hook])] + + if cfg.retain_on_tools: + matcher_pattern = "|".join(re.escape(t) for t in cfg.retain_on_tools) + + async def _tool_retain_hook( + input_data: PostToolUseHookInput, + tool_use_id: str | None, + context: HookContext, + ) -> HookJSONOutput: + """Retain notable tool results into memory.""" + try: + tool_name = input_data.get("tool_name", "") + tool_input = input_data.get("tool_input", {}) + tool_response = input_data.get("tool_response", "") + + response_str = str(tool_response) + if not response_str or len(response_str) < 20: + return {} + + # Build a concise summary of the tool invocation + input_summary = str(tool_input)[:500] + response_summary = response_str[:2000] + content = f"Tool {tool_name} called with: {input_summary}\nResult: {response_summary}" + + retain_kwargs: dict[str, Any] = { + "bank_id": bank_id, + "content": content, + "tags": [*cfg.retain_tags, f"tool:{tool_name}"], + } + + await resolved_client.aretain(**retain_kwargs) + logger.debug("Auto-retained tool result from %s to bank %s", tool_name, bank_id) + + except Exception as e: + logger.warning("Tool retain hook failed (non-fatal): %s", e) + + return {} + + hooks["PostToolUse"] = [HookMatcher(matcher=matcher_pattern, hooks=[_tool_retain_hook])] + + return hooks diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/py.typed b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/py.typed new file mode 100644 index 000000000..e69de29bb diff --git a/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/tools.py b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/tools.py new file mode 100644 index 000000000..88d81b334 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/hindsight_claude_agent_sdk/tools.py @@ -0,0 +1,315 @@ +"""Claude Agent SDK tool definitions for Hindsight memory operations. + +Provides factory functions that create Hindsight retain/recall/reflect +tools as ``SdkMcpTool`` instances and an in-process MCP server for use +with ``ClaudeAgentOptions(mcp_servers={...})``. +""" + +from __future__ import annotations + +import logging +from typing import Any + +from claude_agent_sdk import McpSdkServerConfig, SdkMcpTool, ToolAnnotations, create_sdk_mcp_server, tool +from hindsight_client import Hindsight + +from ._client import resolve_client +from ._version import __version__ +from .config import ( + DEFAULT_BUDGET, + DEFAULT_MAX_TOKENS, + DEFAULT_RECALL_TAGS_MATCH, + Budget, + TagsMatch, + get_config, +) + +logger = logging.getLogger(__name__) + + +def create_hindsight_tools( + *, + bank_id: str, + client: Hindsight | None = None, + hindsight_api_url: str | None = None, + api_key: str | None = None, + budget: Budget | None = None, + max_tokens: int | None = None, + tags: list[str] | None = None, + recall_tags: list[str] | None = None, + recall_tags_match: TagsMatch | None = None, + # Retain options + retain_metadata: dict[str, str] | None = None, + retain_document_id: str | None = None, + # Recall options + recall_types: list[str] | None = None, + recall_include_entities: bool = False, + # Reflect options + reflect_context: str | None = None, + reflect_max_tokens: int | None = None, + reflect_response_schema: dict[str, Any] | None = None, + reflect_tags: list[str] | None = None, + reflect_tags_match: TagsMatch | None = None, + include_retain: bool = True, + include_recall: bool = True, + include_reflect: bool = True, +) -> list[SdkMcpTool]: + """Create Hindsight memory tools as Claude Agent SDK ``SdkMcpTool`` instances. + + Returns a list of tools that can be wrapped into an MCP server via + ``create_hindsight_server``, or used directly if needed. + + Args: + bank_id: The Hindsight memory bank to operate on. + client: Pre-configured Hindsight client (preferred). + hindsight_api_url: API URL (used if no client provided). + api_key: API key (used if no client provided). + budget: Recall/reflect budget level (low/mid/high). + max_tokens: Maximum tokens for recall results. + tags: Tags applied when storing memories via retain. + recall_tags: Tags to filter when searching memories. + recall_tags_match: Tag matching mode (any/all/any_strict/all_strict). + retain_metadata: Default metadata dict for retain operations. + retain_document_id: Default document_id for retain (groups/upserts memories). + recall_types: Fact types to filter (world, experience, opinion, observation). + recall_include_entities: Include entity information in recall results. + reflect_context: Additional context for reflect operations. + reflect_max_tokens: Max tokens for reflect results (defaults to max_tokens). + reflect_response_schema: JSON schema to constrain reflect output format. + reflect_tags: Tags to filter memories used in reflect (defaults to recall_tags). + reflect_tags_match: Tag matching for reflect (defaults to recall_tags_match). + include_retain: Include the retain (store) tool. + include_recall: Include the recall (search) tool. + include_reflect: Include the reflect (synthesize) tool. + + Returns: + List of ``SdkMcpTool`` instances. + + Raises: + HindsightError: If no client or API URL can be resolved. + """ + resolved_client = resolve_client(client, hindsight_api_url, api_key) + + config = get_config() + effective_tags = tags if tags is not None else (config.tags if config else None) + effective_recall_tags = recall_tags if recall_tags is not None else (config.recall_tags if config else None) + effective_recall_tags_match = ( + recall_tags_match + if recall_tags_match is not None + else (config.recall_tags_match if config else DEFAULT_RECALL_TAGS_MATCH) + ) + effective_budget = budget if budget is not None else (config.budget if config else DEFAULT_BUDGET) + effective_max_tokens = ( + max_tokens if max_tokens is not None else (config.max_tokens if config else DEFAULT_MAX_TOKENS) + ) + + tools: list[SdkMcpTool] = [] + + if include_retain: + + @tool( + "hindsight_retain", + "Store information to long-term memory for later retrieval. " + "Use this to save important facts, user preferences, decisions, " + "or any information that should be remembered across conversations.", + {"content": str}, + annotations=ToolAnnotations( + readOnlyHint=False, + destructiveHint=False, + idempotentHint=False, + openWorldHint=True, + ), + ) + async def hindsight_retain(args: dict[str, Any]) -> dict[str, Any]: + try: + retain_kwargs: dict[str, Any] = {"bank_id": bank_id, "content": args["content"]} + if effective_tags: + retain_kwargs["tags"] = effective_tags + if retain_metadata: + retain_kwargs["metadata"] = retain_metadata + if retain_document_id: + retain_kwargs["document_id"] = retain_document_id + await resolved_client.aretain(**retain_kwargs) + return {"content": [{"type": "text", "text": "Memory stored successfully."}]} + except Exception as e: + logger.error("Retain failed: %s", e) + return {"content": [{"type": "text", "text": f"Retain failed: {e}"}], "is_error": True} + + tools.append(hindsight_retain) + + if include_recall: + + @tool( + "hindsight_recall", + "Search long-term memory for relevant information. " + "Use this to find previously stored facts, preferences, or context. " + "Returns a numbered list of matching memories.", + {"query": str}, + annotations=ToolAnnotations( + readOnlyHint=True, + destructiveHint=False, + idempotentHint=True, + openWorldHint=True, + ), + ) + async def hindsight_recall(args: dict[str, Any]) -> dict[str, Any]: + try: + recall_kwargs: dict[str, Any] = { + "bank_id": bank_id, + "query": args["query"], + "budget": effective_budget, + "max_tokens": effective_max_tokens, + } + if effective_recall_tags: + recall_kwargs["tags"] = effective_recall_tags + recall_kwargs["tags_match"] = effective_recall_tags_match + if recall_types: + recall_kwargs["types"] = recall_types + if recall_include_entities: + recall_kwargs["include_entities"] = True + response = await resolved_client.arecall(**recall_kwargs) + if not response.results: + return {"content": [{"type": "text", "text": "No relevant memories found."}]} + lines = [] + for i, result in enumerate(response.results, 1): + line = f"{i}. {result.text}" + if recall_include_entities and getattr(result, "entities", None): + entity_names = [e.name if hasattr(e, "name") else str(e) for e in result.entities] + line += f" [entities: {', '.join(entity_names)}]" + lines.append(line) + return {"content": [{"type": "text", "text": "\n".join(lines)}]} + except Exception as e: + logger.error("Recall failed: %s", e) + return {"content": [{"type": "text", "text": f"Recall failed: {e}"}], "is_error": True} + + tools.append(hindsight_recall) + + if include_reflect: + + @tool( + "hindsight_reflect", + "Synthesize a thoughtful answer from long-term memories. " + "Use this when you need a coherent summary or reasoned response " + "about what you know, rather than raw memory facts.", + {"query": str}, + annotations=ToolAnnotations( + readOnlyHint=True, + destructiveHint=False, + idempotentHint=False, + openWorldHint=True, + ), + ) + async def hindsight_reflect(args: dict[str, Any]) -> dict[str, Any]: + try: + reflect_kwargs: dict[str, Any] = { + "bank_id": bank_id, + "query": args["query"], + "budget": effective_budget, + } + if reflect_context: + reflect_kwargs["context"] = reflect_context + effective_reflect_max = reflect_max_tokens if reflect_max_tokens is not None else effective_max_tokens + if effective_reflect_max: + reflect_kwargs["max_tokens"] = effective_reflect_max + if reflect_response_schema: + reflect_kwargs["response_schema"] = reflect_response_schema + effective_reflect_tags = reflect_tags if reflect_tags is not None else effective_recall_tags + effective_reflect_tags_match = ( + reflect_tags_match if reflect_tags_match is not None else effective_recall_tags_match + ) + if effective_reflect_tags: + reflect_kwargs["tags"] = effective_reflect_tags + reflect_kwargs["tags_match"] = effective_reflect_tags_match + response = await resolved_client.areflect(**reflect_kwargs) + if response.text is not None and response.text != "": + return {"content": [{"type": "text", "text": response.text}]} + return {"content": [{"type": "text", "text": "No relevant memories found."}]} + except Exception as e: + logger.error("Reflect failed: %s", e) + return {"content": [{"type": "text", "text": f"Reflect failed: {e}"}], "is_error": True} + + tools.append(hindsight_reflect) + + return tools + + +def create_hindsight_server( + *, + bank_id: str, + client: Hindsight | None = None, + hindsight_api_url: str | None = None, + api_key: str | None = None, + budget: Budget | None = None, + max_tokens: int | None = None, + tags: list[str] | None = None, + recall_tags: list[str] | None = None, + recall_tags_match: TagsMatch | None = None, + retain_metadata: dict[str, str] | None = None, + retain_document_id: str | None = None, + recall_types: list[str] | None = None, + recall_include_entities: bool = False, + reflect_context: str | None = None, + reflect_max_tokens: int | None = None, + reflect_response_schema: dict[str, Any] | None = None, + reflect_tags: list[str] | None = None, + reflect_tags_match: TagsMatch | None = None, + include_retain: bool = True, + include_recall: bool = True, + include_reflect: bool = True, +) -> McpSdkServerConfig: + """Create an in-process MCP server with Hindsight memory tools. + + Returns a server config dict for use with Claude Agent SDK's + ``ClaudeAgentOptions(mcp_servers={"hindsight": server})``. + + All arguments are forwarded to ``create_hindsight_tools``. See its + docstring for parameter descriptions. + + Example:: + + from hindsight_claude_agent_sdk import create_hindsight_server + from claude_agent_sdk import query, ClaudeAgentOptions + + server = create_hindsight_server( + bank_id="my-agent", + hindsight_api_url="http://localhost:8888", + ) + + async for msg in query( + prompt="Check memory for past decisions, then help me plan.", + options=ClaudeAgentOptions( + mcp_servers={"hindsight": server}, + allowed_tools=["mcp__hindsight__*"], + ), + ): + print(msg) + """ + hindsight_tools = create_hindsight_tools( + bank_id=bank_id, + client=client, + hindsight_api_url=hindsight_api_url, + api_key=api_key, + budget=budget, + max_tokens=max_tokens, + tags=tags, + recall_tags=recall_tags, + recall_tags_match=recall_tags_match, + retain_metadata=retain_metadata, + retain_document_id=retain_document_id, + recall_types=recall_types, + recall_include_entities=recall_include_entities, + reflect_context=reflect_context, + reflect_max_tokens=reflect_max_tokens, + reflect_response_schema=reflect_response_schema, + reflect_tags=reflect_tags, + reflect_tags_match=reflect_tags_match, + include_retain=include_retain, + include_recall=include_recall, + include_reflect=include_reflect, + ) + + return create_sdk_mcp_server( + name="hindsight", + version=__version__, + tools=hindsight_tools, + ) diff --git a/hindsight-integrations/claude-agent-sdk/pyproject.toml b/hindsight-integrations/claude-agent-sdk/pyproject.toml new file mode 100644 index 000000000..6d760b085 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/pyproject.toml @@ -0,0 +1,61 @@ +[project] +name = "hindsight-claude-agent-sdk" +version = "0.1.0" +description = "Claude Agent SDK integration for Hindsight - persistent memory tools and hooks for Claude agents" +readme = "README.md" +requires-python = ">=3.10" +license = { text = "MIT" } +authors = [ + { name = "Vectorize", email = "support@vectorize.io" } +] +keywords = [ + "ai", + "memory", + "claude", + "agents", + "hindsight", + "anthropic", +] +classifiers = [ + "Development Status :: 4 - Beta", + "Intended Audience :: Developers", + "License :: OSI Approved :: MIT License", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "Topic :: Scientific/Engineering :: Artificial Intelligence", +] + +dependencies = [ + "claude-agent-sdk>=0.1.50", + "hindsight-client>=0.4.0", +] + +[project.urls] +Homepage = "https://github.com/vectorize-io/hindsight" +Documentation = "https://docs.hindsight.vectorize.io/docs/sdks/integrations/claude-agent-sdk" +Repository = "https://github.com/vectorize-io/hindsight" + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["hindsight_claude_agent_sdk"] + +[tool.ruff] +line-length = 120 + +[tool.pytest.ini_options] +testpaths = ["tests"] +asyncio_mode = "auto" + +[dependency-groups] +dev = [ + "pytest>=9.0.2", + "pytest-asyncio>=0.23.0", + "ruff>=0.4.0", + "mcp>=1.0.0", +] diff --git a/hindsight-integrations/claude-agent-sdk/tests/__init__.py b/hindsight-integrations/claude-agent-sdk/tests/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/hindsight-integrations/claude-agent-sdk/tests/test_config.py b/hindsight-integrations/claude-agent-sdk/tests/test_config.py new file mode 100644 index 000000000..004971726 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/tests/test_config.py @@ -0,0 +1,68 @@ +"""Unit tests for Hindsight Claude Agent SDK configuration.""" + +import os +from unittest.mock import patch + +from hindsight_claude_agent_sdk import ( + HindsightClaudeAgentSDKConfig, + configure, + get_config, + reset_config, +) + + +class TestConfigure: + def setup_method(self): + reset_config() + + def teardown_method(self): + reset_config() + + def test_configure_returns_config(self): + config = configure(hindsight_api_url="http://localhost:8888") + assert isinstance(config, HindsightClaudeAgentSDKConfig) + assert config.hindsight_api_url == "http://localhost:8888" + + def test_configure_defaults(self): + config = configure() + assert config.hindsight_api_url == "https://api.hindsight.vectorize.io" + assert config.budget == "mid" + assert config.max_tokens == 4096 + assert config.recall_tags_match == "any" + + def test_configure_sets_global(self): + assert get_config() is None + configure(hindsight_api_url="http://localhost:8888") + assert get_config() is not None + assert get_config().hindsight_api_url == "http://localhost:8888" + + def test_reset_clears_global(self): + configure(hindsight_api_url="http://localhost:8888") + reset_config() + assert get_config() is None + + def test_configure_picks_up_env_var(self): + with patch.dict(os.environ, {"HINDSIGHT_API_KEY": "test-key-123"}): + config = configure() + assert config.api_key == "test-key-123" + + def test_explicit_api_key_overrides_env(self): + with patch.dict(os.environ, {"HINDSIGHT_API_KEY": "env-key"}): + config = configure(api_key="explicit-key") + assert config.api_key == "explicit-key" + + def test_configure_with_tags(self): + config = configure( + hindsight_api_url="http://localhost:8888", + tags=["source:test"], + recall_tags=["scope:user"], + recall_tags_match="all", + ) + assert config.tags == ["source:test"] + assert config.recall_tags == ["scope:user"] + assert config.recall_tags_match == "all" + + def test_configure_overrides_previous(self): + configure(hindsight_api_url="http://first:8888") + configure(hindsight_api_url="http://second:9999") + assert get_config().hindsight_api_url == "http://second:9999" diff --git a/hindsight-integrations/claude-agent-sdk/tests/test_consumer_usage.py b/hindsight-integrations/claude-agent-sdk/tests/test_consumer_usage.py new file mode 100644 index 000000000..40b23eaae --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/tests/test_consumer_usage.py @@ -0,0 +1,239 @@ +"""Consumer-style tests using real Claude Agent SDK types and MCP server objects.""" + +import json +from pathlib import Path +from unittest.mock import AsyncMock, MagicMock + +import mcp.types as mcp_types +import pytest +from claude_agent_sdk import ClaudeAgentOptions, HookMatcher, ResultMessage +from hindsight_claude_agent_sdk import MemoryHookConfig, create_hindsight_server, create_memory_hooks + + +def _mock_client(): + client = MagicMock() + client.aretain = AsyncMock() + client.arecall = AsyncMock() + client.areflect = AsyncMock() + return client + + +def _mock_recall_response(texts: list[str]): + response = MagicMock() + response.results = [] + for text in texts: + result = MagicMock() + result.text = text + response.results.append(result) + return response + + +def _mock_reflect_response(text: str): + response = MagicMock() + response.text = text + return response + + +def _transcript_path(tmp_path: Path, result_text: str) -> str: + transcript = tmp_path / "session.jsonl" + transcript.write_text( + json.dumps( + { + "type": "result", + "subtype": "success", + "duration_ms": 1, + "duration_api_ms": 1, + "is_error": False, + "num_turns": 1, + "session_id": "123e4567-e89b-12d3-a456-426614174000", + "result": result_text, + } + ) + + "\n", + encoding="utf-8", + ) + return str(transcript) + + +@pytest.mark.asyncio +async def test_sdk_server_lists_tools_with_expected_annotations(): + client = _mock_client() + server_config = create_hindsight_server(bank_id="test-bank", client=client) + + options = ClaudeAgentOptions( + mcp_servers={"hindsight": server_config}, + allowed_tools=["mcp__hindsight__*"], + ) + assert options.mcp_servers["hindsight"]["type"] == "sdk" + + server = server_config["instance"] + result = await server.request_handlers[mcp_types.ListToolsRequest](None) + tools = result.root.tools + + assert [tool.name for tool in tools] == [ + "hindsight_retain", + "hindsight_recall", + "hindsight_reflect", + ] + assert tools[0].annotations.readOnlyHint is False + assert tools[1].annotations.readOnlyHint is True + assert tools[1].annotations.idempotentHint is True + assert tools[2].annotations.openWorldHint is True + + +@pytest.mark.asyncio +async def test_sdk_server_call_tool_executes_retain_recall_and_reflect(): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["User prefers async Python"]) + client.areflect.return_value = _mock_reflect_response("The user prefers async Python with pytest.") + + server = create_hindsight_server(bank_id="test-bank", client=client)["instance"] + call_handler = server.request_handlers[mcp_types.CallToolRequest] + + retain_request = mcp_types.CallToolRequest.model_validate( + { + "method": "tools/call", + "params": { + "name": "hindsight_retain", + "arguments": {"content": "The user prefers async Python"}, + }, + } + ) + retain_result = await call_handler(retain_request) + assert retain_result.root.isError is False + assert retain_result.root.content[0].text == "Memory stored successfully." + + recall_request = mcp_types.CallToolRequest.model_validate( + { + "method": "tools/call", + "params": { + "name": "hindsight_recall", + "arguments": {"query": "user preferences"}, + }, + } + ) + recall_result = await call_handler(recall_request) + assert recall_result.root.isError is False + assert recall_result.root.content[0].text == "1. User prefers async Python" + + reflect_request = mcp_types.CallToolRequest.model_validate( + { + "method": "tools/call", + "params": { + "name": "hindsight_reflect", + "arguments": {"query": "Summarize the user's preferences"}, + }, + } + ) + reflect_result = await call_handler(reflect_request) + assert reflect_result.root.isError is False + assert reflect_result.root.content[0].text == "The user prefers async Python with pytest." + + +@pytest.mark.asyncio +async def test_sdk_server_call_tool_validates_input_schema(): + client = _mock_client() + server = create_hindsight_server(bank_id="test-bank", client=client)["instance"] + call_handler = server.request_handlers[mcp_types.CallToolRequest] + + invalid_request = mcp_types.CallToolRequest.model_validate( + { + "method": "tools/call", + "params": { + "name": "hindsight_recall", + "arguments": {}, + }, + } + ) + + result = await call_handler(invalid_request) + + assert result.root.isError is True + assert "Input validation error" in result.root.content[0].text + + +@pytest.mark.asyncio +async def test_hooks_are_consumable_via_claude_agent_options_and_use_real_shapes(tmp_path): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["User prefers pytest", "User uses FastAPI"]) + + hooks = create_memory_hooks( + bank_id="test-bank", + client=client, + hook_config=MemoryHookConfig(retain_on_tools=["Bash"]), + ) + + options = ClaudeAgentOptions(hooks=hooks) + assert isinstance(options.hooks["UserPromptSubmit"][0], HookMatcher) + assert isinstance(options.hooks["Stop"][0], HookMatcher) + assert options.hooks["PostToolUse"][0].matcher == "Bash" + + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + recall_result = await recall_hook( + { + "hook_event_name": "UserPromptSubmit", + "session_id": "123e4567-e89b-12d3-a456-426614174000", + "transcript_path": str(tmp_path / "unused.jsonl"), + "cwd": str(tmp_path), + "prompt": "What stack do I prefer?", + }, + None, + {"signal": None}, + ) + assert "systemMessage" in recall_result + assert "1. User prefers pytest" in recall_result["systemMessage"] + assert "2. User uses FastAPI" in recall_result["systemMessage"] + + tool_hook = hooks["PostToolUse"][0].hooks[0] + await tool_hook( + { + "hook_event_name": "PostToolUse", + "session_id": "123e4567-e89b-12d3-a456-426614174000", + "transcript_path": str(tmp_path / "unused.jsonl"), + "cwd": str(tmp_path), + "tool_name": "Bash", + "tool_input": {"command": "pytest -q"}, + "tool_response": "42 passed in 0.71s with detailed output", + "tool_use_id": "tool-123", + }, + "tool-123", + {"signal": None}, + ) + retain_call = client.aretain.call_args_list[-1].kwargs + assert "pytest -q" in retain_call["content"] + assert "42 passed" in retain_call["content"] + assert "tool:Bash" in retain_call["tags"] + + stop_hook = hooks["Stop"][0].hooks[0] + transcript_path = _transcript_path( + tmp_path, + "I updated the tests and documented the preferred FastAPI patterns.", + ) + await stop_hook( + { + "hook_event_name": "Stop", + "session_id": "123e4567-e89b-12d3-a456-426614174000", + "transcript_path": transcript_path, + "cwd": str(tmp_path), + "stop_hook_active": False, + }, + None, + {"signal": None}, + ) + final_retain_call = client.aretain.call_args_list[-1].kwargs + assert "preferred FastAPI patterns" in final_retain_call["content"] + + +def test_recipe_style_result_message_shape_is_available_for_consumers(): + message = ResultMessage( + subtype="success", + duration_ms=1, + duration_api_ms=1, + is_error=False, + num_turns=1, + session_id="123e4567-e89b-12d3-a456-426614174000", + result="Done", + ) + + assert message.subtype == "success" + assert message.result == "Done" diff --git a/hindsight-integrations/claude-agent-sdk/tests/test_hooks.py b/hindsight-integrations/claude-agent-sdk/tests/test_hooks.py new file mode 100644 index 000000000..8ef92f4e7 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/tests/test_hooks.py @@ -0,0 +1,484 @@ +"""Unit tests for Hindsight Claude Agent SDK hooks.""" + +import json +from unittest.mock import AsyncMock, MagicMock + +import pytest +from hindsight_claude_agent_sdk import ( + MemoryHookConfig, + create_memory_hooks, + reset_config, +) +from hindsight_claude_agent_sdk.errors import HindsightError + + +def _mock_client(): + """Create a mock Hindsight client with async methods.""" + client = MagicMock() + client.aretain = AsyncMock() + client.arecall = AsyncMock() + client.areflect = AsyncMock() + return client + + +def _mock_recall_response(texts: list[str]): + response = MagicMock() + results = [] + for t in texts: + r = MagicMock() + r.text = t + results.append(r) + response.results = results + return response + + +def _write_transcript(tmp_path, *entries: dict) -> str: + transcript = tmp_path / "session.jsonl" + transcript.write_text( + "\n".join(json.dumps(entry) for entry in entries) + "\n", + encoding="utf-8", + ) + return str(transcript) + + +class TestCreateMemoryHooks: + def setup_method(self): + reset_config() + + def teardown_method(self): + reset_config() + + def test_default_hooks_include_recall_and_retain(self): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + assert "UserPromptSubmit" in hooks + assert "Stop" in hooks + + def test_disable_auto_recall(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(auto_recall=False), + ) + assert "UserPromptSubmit" not in hooks + assert "Stop" in hooks + + def test_disable_auto_retain(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(auto_retain=False), + ) + assert "UserPromptSubmit" in hooks + assert "Stop" not in hooks + + def test_disable_both(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(auto_recall=False, auto_retain=False), + ) + assert len(hooks) == 0 + + def test_retain_on_tools_adds_post_tool_use(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(retain_on_tools=["Bash"]), + ) + assert "PostToolUse" in hooks + assert hooks["PostToolUse"][0].matcher == "Bash" + + def test_retain_on_tools_multiple_patterns(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(retain_on_tools=["Bash", "Read"]), + ) + assert hooks["PostToolUse"][0].matcher == "Bash|Read" + + def test_raises_without_client_or_config(self): + with pytest.raises(HindsightError, match="No Hindsight API URL"): + create_memory_hooks(bank_id="test") + + +class TestRecallHook: + @pytest.mark.asyncio + async def test_injects_memories_as_system_message(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["User likes Python", "User is in NYC"]) + hooks = create_memory_hooks(bank_id="test", client=client) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + result = await recall_hook( + {"prompt": "What do you know about me?"}, + None, + None, + ) + + assert "systemMessage" in result + assert "1. User likes Python" in result["systemMessage"] + assert "2. User is in NYC" in result["systemMessage"] + + @pytest.mark.asyncio + async def test_passes_prompt_as_query(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response([]) + hooks = create_memory_hooks(bank_id="test", client=client) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + await recall_hook({"prompt": "my preferences"}, None, None) + + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["query"] == "my preferences" + assert call_kwargs["bank_id"] == "test" + + @pytest.mark.asyncio + async def test_custom_recall_query(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response([]) + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(recall_query="user context"), + ) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + await recall_hook({"prompt": "something else"}, None, None) + + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["query"] == "user context" + + @pytest.mark.asyncio + async def test_respects_max_results(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["a", "b", "c", "d", "e"]) + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(recall_max_results=3), + ) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + result = await recall_hook({"prompt": "query"}, None, None) + + assert "3. c" in result["systemMessage"] + assert "4." not in result["systemMessage"] + + @pytest.mark.asyncio + async def test_returns_empty_on_no_memories(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response([]) + hooks = create_memory_hooks(bank_id="test", client=client) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + result = await recall_hook({"prompt": "query"}, None, None) + + assert result == {} + + @pytest.mark.asyncio + async def test_returns_empty_on_error(self): + client = _mock_client() + client.arecall.side_effect = RuntimeError("connection refused") + hooks = create_memory_hooks(bank_id="test", client=client) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + result = await recall_hook({"prompt": "query"}, None, None) + + assert result == {} + + @pytest.mark.asyncio + async def test_returns_empty_on_empty_prompt(self): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + result = await recall_hook({"prompt": ""}, None, None) + + assert result == {} + client.arecall.assert_not_called() + + @pytest.mark.asyncio + async def test_passes_budget_and_tags(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["fact"]) + hooks = create_memory_hooks( + bank_id="test", + client=client, + budget="low", + recall_tags=["scope:user"], + recall_tags_match="all", + ) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + await recall_hook({"prompt": "query"}, None, None) + + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["budget"] == "low" + assert call_kwargs["tags"] == ["scope:user"] + assert call_kwargs["tags_match"] == "all" + + +class TestRetainHook: + @pytest.mark.asyncio + async def test_retains_result_on_stop(self, tmp_path): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + transcript_path = _write_transcript( + tmp_path, + {"type": "assistant", "message": {"content": [{"type": "text", "text": "Working on it"}]}}, + { + "type": "result", + "result": "I refactored the auth module to use JWT tokens instead of sessions.", + }, + ) + + result = await retain_hook( + {"transcript_path": transcript_path, "stop_hook_active": False}, + None, + None, + ) + + assert result == {} + client.aretain.assert_called_once() + call_kwargs = client.aretain.call_args[1] + assert call_kwargs["bank_id"] == "test" + assert "refactored the auth module" in call_kwargs["content"] + assert call_kwargs["tags"] == ["source:claude-agent-sdk"] + + @pytest.mark.asyncio + async def test_skips_short_results(self, tmp_path): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + transcript_path = _write_transcript( + tmp_path, + {"type": "result", "result": "OK"}, + ) + + await retain_hook({"transcript_path": transcript_path, "stop_hook_active": False}, None, None) + + client.aretain.assert_not_called() + + @pytest.mark.asyncio + async def test_skips_empty_results(self, tmp_path): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + transcript_path = _write_transcript( + tmp_path, + {"type": "result", "result": ""}, + ) + + await retain_hook({"transcript_path": transcript_path, "stop_hook_active": False}, None, None) + + client.aretain.assert_not_called() + + @pytest.mark.asyncio + async def test_truncates_long_results(self, tmp_path): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + + long_result = "x" * 10000 + transcript_path = _write_transcript( + tmp_path, + {"type": "result", "result": long_result}, + ) + await retain_hook({"transcript_path": transcript_path, "stop_hook_active": False}, None, None) + + call_kwargs = client.aretain.call_args[1] + # 4000 chars of result + prefix + assert len(call_kwargs["content"]) < 5000 + + @pytest.mark.asyncio + async def test_custom_retain_tags(self, tmp_path): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(retain_tags=["env:prod", "team:backend"]), + ) + retain_hook = hooks["Stop"][0].hooks[0] + transcript_path = _write_transcript( + tmp_path, + {"type": "result", "result": "Completed the deployment pipeline changes."}, + ) + + await retain_hook( + {"transcript_path": transcript_path, "stop_hook_active": False}, + None, + None, + ) + + call_kwargs = client.aretain.call_args[1] + assert call_kwargs["tags"] == ["env:prod", "team:backend"] + + @pytest.mark.asyncio + async def test_retain_error_is_non_fatal(self, tmp_path): + client = _mock_client() + client.aretain.side_effect = RuntimeError("connection refused") + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + transcript_path = _write_transcript( + tmp_path, + {"type": "result", "result": "Some meaningful result text here."}, + ) + + result = await retain_hook( + {"transcript_path": transcript_path, "stop_hook_active": False}, + None, + None, + ) + + assert result == {} + + @pytest.mark.asyncio + async def test_falls_back_to_final_assistant_text_when_result_missing(self, tmp_path): + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + transcript_path = _write_transcript( + tmp_path, + { + "type": "assistant", + "message": { + "content": [ + { + "type": "text", + "text": "I updated the deployment pipeline and added a rollback check.", + } + ] + }, + }, + ) + + await retain_hook({"transcript_path": transcript_path, "stop_hook_active": False}, None, None) + + call_kwargs = client.aretain.call_args[1] + assert "deployment pipeline" in call_kwargs["content"] + + +class TestToolRetainHook: + @pytest.mark.asyncio + async def test_retains_tool_result(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(retain_on_tools=["Bash"]), + ) + tool_hook = hooks["PostToolUse"][0].hooks[0] + + await tool_hook( + { + "tool_name": "Bash", + "tool_input": {"command": "pytest tests/ -v"}, + "tool_response": "PASSED 42 tests in 3.2s", + }, + "tool-123", + None, + ) + + client.aretain.assert_called_once() + call_kwargs = client.aretain.call_args[1] + assert "Bash" in call_kwargs["content"] + assert "pytest" in call_kwargs["content"] + assert "PASSED" in call_kwargs["content"] + assert "tool:Bash" in call_kwargs["tags"] + + @pytest.mark.asyncio + async def test_skips_short_tool_results(self): + client = _mock_client() + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(retain_on_tools=["Bash"]), + ) + tool_hook = hooks["PostToolUse"][0].hooks[0] + + await tool_hook( + {"tool_name": "Bash", "tool_input": {"command": "ls"}, "tool_response": "ok"}, + "tool-123", + None, + ) + + client.aretain.assert_not_called() + + @pytest.mark.asyncio + async def test_tool_retain_error_is_non_fatal(self): + client = _mock_client() + client.aretain.side_effect = RuntimeError("connection refused") + hooks = create_memory_hooks( + bank_id="test", + client=client, + hook_config=MemoryHookConfig(retain_on_tools=["Bash"]), + ) + tool_hook = hooks["PostToolUse"][0].hooks[0] + + result = await tool_hook( + { + "tool_name": "Bash", + "tool_input": {"command": "make build"}, + "tool_response": "Build failed with error XYZ...", + }, + "tool-123", + None, + ) + + assert result == {} + + +class TestRecallHookMissingPrompt: + @pytest.mark.asyncio + async def test_returns_empty_when_prompt_key_absent(self): + """Recall hook should handle input_data with no 'prompt' key.""" + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + recall_hook = hooks["UserPromptSubmit"][0].hooks[0] + + result = await recall_hook({}, None, None) + + assert result == {} + client.arecall.assert_not_called() + + +class TestExtractResultFromTranscript: + @pytest.mark.asyncio + async def test_missing_transcript_file(self, tmp_path): + """Retain hook should skip when transcript file doesn't exist.""" + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + + missing_path = str(tmp_path / "nonexistent.jsonl") + await retain_hook( + {"transcript_path": missing_path, "stop_hook_active": False}, + None, + None, + ) + + client.aretain.assert_not_called() + + @pytest.mark.asyncio + async def test_corrupt_transcript_file(self, tmp_path): + """Retain hook should skip when transcript contains only invalid JSON.""" + client = _mock_client() + hooks = create_memory_hooks(bank_id="test", client=client) + retain_hook = hooks["Stop"][0].hooks[0] + + corrupt_file = tmp_path / "corrupt.jsonl" + corrupt_file.write_text("not valid json\nalso not json\n", encoding="utf-8") + await retain_hook( + {"transcript_path": str(corrupt_file), "stop_hook_active": False}, + None, + None, + ) + + client.aretain.assert_not_called() diff --git a/hindsight-integrations/claude-agent-sdk/tests/test_tools.py b/hindsight-integrations/claude-agent-sdk/tests/test_tools.py new file mode 100644 index 000000000..37990bae9 --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/tests/test_tools.py @@ -0,0 +1,527 @@ +"""Unit tests for Hindsight Claude Agent SDK tools.""" + +from unittest.mock import AsyncMock, MagicMock, patch + +import pytest +from hindsight_claude_agent_sdk import ( + configure, + create_hindsight_server, + create_hindsight_tools, + reset_config, +) +from hindsight_claude_agent_sdk._version import __version__ +from hindsight_claude_agent_sdk.errors import HindsightError + + +def _mock_client(): + """Create a mock Hindsight client with async methods.""" + client = MagicMock() + client.aretain = AsyncMock() + client.arecall = AsyncMock() + client.areflect = AsyncMock() + return client + + +def _mock_recall_response(texts: list[str]): + response = MagicMock() + results = [] + for t in texts: + r = MagicMock() + r.text = t + results.append(r) + response.results = results + return response + + +def _mock_reflect_response(text: str | None): + response = MagicMock() + response.text = text + return response + + +def _mock_retain_response(): + response = MagicMock() + response.success = True + return response + + +def _get_tool(tools, name: str): + """Find a tool by name from the tools list.""" + for t in tools: + if t.name == name: + return t + raise ValueError(f"Tool {name} not found. Available: {[t.name for t in tools]}") + + +class TestCreateHindsightTools: + def setup_method(self): + reset_config() + + def teardown_method(self): + reset_config() + + def test_returns_three_tools_by_default(self): + client = _mock_client() + tools = create_hindsight_tools(bank_id="test", client=client) + assert len(tools) == 3 + + def test_tool_names(self): + client = _mock_client() + tools = create_hindsight_tools(bank_id="test", client=client) + names = [t.name for t in tools] + assert names == ["hindsight_retain", "hindsight_recall", "hindsight_reflect"] + + def test_include_retain_only(self): + client = _mock_client() + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=True, + include_recall=False, + include_reflect=False, + ) + assert len(tools) == 1 + assert tools[0].name == "hindsight_retain" + + def test_include_recall_only(self): + client = _mock_client() + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_recall=True, + include_reflect=False, + ) + assert len(tools) == 1 + assert tools[0].name == "hindsight_recall" + + def test_include_reflect_only(self): + client = _mock_client() + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_recall=False, + include_reflect=True, + ) + assert len(tools) == 1 + assert tools[0].name == "hindsight_reflect" + + def test_no_tools_when_all_excluded(self): + client = _mock_client() + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_recall=False, + include_reflect=False, + ) + assert len(tools) == 0 + + def test_raises_without_client_or_config(self): + with pytest.raises(HindsightError, match="No Hindsight API URL"): + create_hindsight_tools(bank_id="test") + + def test_falls_back_to_global_config(self): + configure(hindsight_api_url="http://localhost:8888") + with patch("hindsight_claude_agent_sdk._client.Hindsight") as mock_cls: + mock_cls.return_value = _mock_client() + tools = create_hindsight_tools(bank_id="test") + assert len(tools) == 3 + mock_cls.assert_called_once_with( + base_url="http://localhost:8888", + timeout=30.0, + user_agent=f"hindsight-claude-agent-sdk/{__version__}", + ) + + def test_explicit_url_overrides_config(self): + configure(hindsight_api_url="http://config:8888") + with patch("hindsight_claude_agent_sdk._client.Hindsight") as mock_cls: + mock_cls.return_value = _mock_client() + create_hindsight_tools(bank_id="test", hindsight_api_url="http://explicit:9999") + mock_cls.assert_called_once_with( + base_url="http://explicit:9999", + timeout=30.0, + user_agent=f"hindsight-claude-agent-sdk/{__version__}", + ) + + +class TestCreateHindsightServer: + def test_returns_mcp_server_config(self): + client = _mock_client() + server = create_hindsight_server(bank_id="test", client=client) + assert isinstance(server, dict) + assert server["type"] == "sdk" + assert server["name"] == "hindsight" + + +class TestRetainTool: + @pytest.mark.asyncio + async def test_retain_stores_memory(self): + client = _mock_client() + client.aretain.return_value = _mock_retain_response() + tools = create_hindsight_tools( + bank_id="test-bank", + client=client, + include_recall=False, + include_reflect=False, + ) + result = await tools[0].handler({"content": "The user likes Python"}) + assert result["content"][0]["text"] == "Memory stored successfully." + client.aretain.assert_called_once_with(bank_id="test-bank", content="The user likes Python") + + @pytest.mark.asyncio + async def test_retain_passes_tags(self): + client = _mock_client() + client.aretain.return_value = _mock_retain_response() + tools = create_hindsight_tools( + bank_id="test-bank", + client=client, + tags=["source:chat"], + include_recall=False, + include_reflect=False, + ) + await tools[0].handler({"content": "some content"}) + call_kwargs = client.aretain.call_args[1] + assert call_kwargs["tags"] == ["source:chat"] + + @pytest.mark.asyncio + async def test_retain_passes_metadata(self): + client = _mock_client() + client.aretain.return_value = _mock_retain_response() + tools = create_hindsight_tools( + bank_id="test", + client=client, + retain_metadata={"source": "chat", "session": "abc"}, + include_recall=False, + include_reflect=False, + ) + await tools[0].handler({"content": "content"}) + call_kwargs = client.aretain.call_args[1] + assert call_kwargs["metadata"] == {"source": "chat", "session": "abc"} + + @pytest.mark.asyncio + async def test_retain_passes_document_id(self): + client = _mock_client() + client.aretain.return_value = _mock_retain_response() + tools = create_hindsight_tools( + bank_id="test", + client=client, + retain_document_id="session-123", + include_recall=False, + include_reflect=False, + ) + await tools[0].handler({"content": "content"}) + call_kwargs = client.aretain.call_args[1] + assert call_kwargs["document_id"] == "session-123" + + @pytest.mark.asyncio + async def test_retain_error_returns_error(self): + client = _mock_client() + client.aretain.side_effect = RuntimeError("connection refused") + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_recall=False, + include_reflect=False, + ) + result = await tools[0].handler({"content": "content"}) + assert result["is_error"] is True + assert "Retain failed" in result["content"][0]["text"] + + +class TestRecallTool: + @pytest.mark.asyncio + async def test_recall_returns_numbered_results(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["User likes Python", "User is in NYC"]) + tools = create_hindsight_tools( + bank_id="test-bank", + client=client, + include_retain=False, + include_reflect=False, + ) + result = await tools[0].handler({"query": "user preferences"}) + text = result["content"][0]["text"] + assert "1. User likes Python" in text + assert "2. User is in NYC" in text + + @pytest.mark.asyncio + async def test_recall_empty_results(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response([]) + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_reflect=False, + ) + result = await tools[0].handler({"query": "anything"}) + assert result["content"][0]["text"] == "No relevant memories found." + + @pytest.mark.asyncio + async def test_recall_passes_budget_and_max_tokens(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["fact"]) + tools = create_hindsight_tools( + bank_id="test", + client=client, + budget="high", + max_tokens=2048, + include_retain=False, + include_reflect=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["budget"] == "high" + assert call_kwargs["max_tokens"] == 2048 + + @pytest.mark.asyncio + async def test_recall_passes_tags(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["fact"]) + tools = create_hindsight_tools( + bank_id="test", + client=client, + recall_tags=["scope:user"], + recall_tags_match="all", + include_retain=False, + include_reflect=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["tags"] == ["scope:user"] + assert call_kwargs["tags_match"] == "all" + + @pytest.mark.asyncio + async def test_recall_passes_types(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["fact"]) + tools = create_hindsight_tools( + bank_id="test", + client=client, + recall_types=["world", "experience"], + include_retain=False, + include_reflect=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["types"] == ["world", "experience"] + + @pytest.mark.asyncio + async def test_recall_includes_entities(self): + client = _mock_client() + response = _mock_recall_response(["User works at Acme"]) + entity = MagicMock() + entity.name = "Acme" + response.results[0].entities = [entity] + client.arecall.return_value = response + tools = create_hindsight_tools( + bank_id="test", + client=client, + recall_include_entities=True, + include_retain=False, + include_reflect=False, + ) + result = await tools[0].handler({"query": "employer"}) + text = result["content"][0]["text"] + assert "[entities: Acme]" in text + + @pytest.mark.asyncio + async def test_recall_error_returns_error(self): + client = _mock_client() + client.arecall.side_effect = RuntimeError("timeout") + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_reflect=False, + ) + result = await tools[0].handler({"query": "query"}) + assert result["is_error"] is True + assert "Recall failed" in result["content"][0]["text"] + + +class TestReflectTool: + @pytest.mark.asyncio + async def test_reflect_returns_text(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response( + "The user is a Python developer who prefers functional patterns." + ) + tools = create_hindsight_tools( + bank_id="test-bank", + client=client, + include_retain=False, + include_recall=False, + ) + result = await tools[0].handler({"query": "What do you know about the user?"}) + assert result["content"][0]["text"] == "The user is a Python developer who prefers functional patterns." + + @pytest.mark.asyncio + async def test_reflect_none_returns_fallback(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response(None) + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_recall=False, + ) + result = await tools[0].handler({"query": "anything"}) + assert result["content"][0]["text"] == "No relevant memories found." + + @pytest.mark.asyncio + async def test_reflect_empty_returns_fallback(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response("") + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_recall=False, + ) + result = await tools[0].handler({"query": "anything"}) + assert result["content"][0]["text"] == "No relevant memories found." + + @pytest.mark.asyncio + async def test_reflect_passes_budget(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response("answer") + tools = create_hindsight_tools( + bank_id="test", + client=client, + budget="high", + include_retain=False, + include_recall=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.areflect.call_args[1] + assert call_kwargs["budget"] == "high" + + @pytest.mark.asyncio + async def test_reflect_passes_context(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response("answer") + tools = create_hindsight_tools( + bank_id="test", + client=client, + reflect_context="The user is asking about project setup", + include_retain=False, + include_recall=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.areflect.call_args[1] + assert call_kwargs["context"] == "The user is asking about project setup" + + @pytest.mark.asyncio + async def test_reflect_passes_max_tokens_and_response_schema(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response("answer") + schema = {"type": "object", "properties": {"summary": {"type": "string"}}} + tools = create_hindsight_tools( + bank_id="test", + client=client, + reflect_max_tokens=2048, + reflect_response_schema=schema, + include_retain=False, + include_recall=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.areflect.call_args[1] + assert call_kwargs["max_tokens"] == 2048 + assert call_kwargs["response_schema"] == schema + + @pytest.mark.asyncio + async def test_reflect_passes_tags(self): + client = _mock_client() + client.areflect.return_value = _mock_reflect_response("answer") + tools = create_hindsight_tools( + bank_id="test", + client=client, + reflect_tags=["scope:global"], + reflect_tags_match="all", + include_retain=False, + include_recall=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.areflect.call_args[1] + assert call_kwargs["tags"] == ["scope:global"] + assert call_kwargs["tags_match"] == "all" + + @pytest.mark.asyncio + async def test_reflect_error_returns_error(self): + client = _mock_client() + client.areflect.side_effect = RuntimeError("timeout") + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_recall=False, + ) + result = await tools[0].handler({"query": "query"}) + assert result["is_error"] is True + assert "Reflect failed" in result["content"][0]["text"] + + +class TestConfigFallback: + def setup_method(self): + reset_config() + + def teardown_method(self): + reset_config() + + @pytest.mark.asyncio + async def test_config_budget_used_when_no_explicit(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["fact"]) + configure( + hindsight_api_url="http://localhost:8888", + budget="low", + ) + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_retain=False, + include_reflect=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["budget"] == "low" + + @pytest.mark.asyncio + async def test_explicit_budget_overrides_config(self): + client = _mock_client() + client.arecall.return_value = _mock_recall_response(["fact"]) + configure( + hindsight_api_url="http://localhost:8888", + budget="low", + ) + tools = create_hindsight_tools( + bank_id="test", + client=client, + budget="high", + include_retain=False, + include_reflect=False, + ) + await tools[0].handler({"query": "query"}) + call_kwargs = client.arecall.call_args[1] + assert call_kwargs["budget"] == "high" + + @pytest.mark.asyncio + async def test_config_tags_used_for_retain(self): + client = _mock_client() + client.aretain.return_value = _mock_retain_response() + configure( + hindsight_api_url="http://localhost:8888", + tags=["env:test"], + ) + tools = create_hindsight_tools( + bank_id="test", + client=client, + include_recall=False, + include_reflect=False, + ) + await tools[0].handler({"content": "content"}) + call_kwargs = client.aretain.call_args[1] + assert call_kwargs["tags"] == ["env:test"] diff --git a/hindsight-integrations/claude-agent-sdk/uv.lock b/hindsight-integrations/claude-agent-sdk/uv.lock new file mode 100644 index 000000000..10ae7db3b --- /dev/null +++ b/hindsight-integrations/claude-agent-sdk/uv.lock @@ -0,0 +1,1672 @@ +version = 1 +revision = 1 +requires-python = ">=3.10" + +[[package]] +name = "aiohappyeyeballs" +version = "2.6.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = 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$1"; } print_warn() { echo -e "${YELLOW}[WARN]${NC} $1"; } print_error() { echo -e "${RED}[ERROR]${NC} $1"; } -VALID_INTEGRATIONS=("litellm" "pydantic-ai" "crewai" "ag2" "ai-sdk" "chat" "openclaw" "langgraph" "llamaindex" "nemoclaw" "strands" "claude-code" "codex" "hermes" "autogen" "paperclip" "opencode" "cloudflare-oauth-proxy" "openai-agents" "pipecat" "agentcore" "smolagents" "n8n" "dify") +VALID_INTEGRATIONS=("litellm" "pydantic-ai" "crewai" "ag2" "ai-sdk" "chat" "openclaw" "langgraph" "llamaindex" "nemoclaw" "strands" "claude-code" "codex" "hermes" "autogen" "paperclip" "opencode" "cloudflare-oauth-proxy" "openai-agents" "pipecat" "agentcore" "smolagents" "n8n" "dify" "claude-agent-sdk") usage() { print_error "Usage: $0 "