* fix(search): accept CLI queries that look like numbers
The CLI parses key=value arguments into typed values, so query=404 reached the search steps as an int and failed on .strip(), and query=NaN or query=Infinity became non-finite floats that the HTTP client cannot encode as JSON and the MCP client sends as null.
Read the query as text in the four search steps, as ChatStep already does, and keep values that float() reads as NaN or infinity as strings.
* fix(search): treat only a missing query as empty
str(query or "") turned query=0 and query=0.0 into an empty string, so those searches still failed with "query cannot be empty". Check for None before converting instead.
The BEAM and LME plugins replace the default search job with their own SearchV2Step, which still called .strip() on the raw value, so query=404 raised AttributeError when either plugin was enabled. Read the query the same way there.
The numeric-query test is now parametrized over the six steps and passes 404, 0 and 0.0 through parse_kwargs first.
* refactor(plugins): move BaseAgenticAnswerStep into lme/beam plugins
Move the shared benchmark answer base class from the core
reme.steps.benchmark package into each plugin's own src tree
(reme_lme.base_agentic_answer / reme_beam.base_agentic_answer) with
absolute imports, drop the core benchmark steps package, and update
plugin READMEs accordingly.
* refactor(plugins): simplify benchmark answer steps
* docs(plugins): clarify benchmark answer step migration
---------
Co-authored-by: jinli.yl <jinli.yl@alibaba-inc.com>
* refactor(packaging): reorganize published packages
* fix(packaging): install AgentScope extra in wheel smoke
* docs: align package guides and documentation site
* ci(workflow): add core dependency verification step in Python package build
- Add a workflow step to verify released core dependencies by installing the wheel with core extras
- Assert the presence of the static index.html file to ensure proper package contents
- Create and use a temporary virtual environment for isolation during verification
- Keep existing artifacts upload step intact and conditional on inputs.upload_artifacts flag
* fix(ci): update package installation dependencies in Windows workflow
- Change pip install from editable reme_studio and core to only dev and as extras
- Remove installation of reme_studio and core to streamline dependency setup
- Ensure Windows CI uses the correct extras for testing environment
* fix(tests): add missing commas in toml file reads in package version tests
- Added trailing commas in the tomllib.loads calls for auto-fin and daily_paper configs
- Ensured consistent syntax to prevent potential tuple misinterpretation
- Improved readability and correctness of the test setup code
* fix(packaging): protect qwenpaw releases and test Studio health
* feat: add entry-point plugin system
* fix: harden plugin config and client loading
* docs(workflow): add detailed manual for publishing reme-auto-fin to PyPI
- Provide step-by-step instructions for updating project.version and merging branches
- Explain dependency verification for reme-ai on PyPI during build
- Specify requirements for GitHub Actions secret configuration and version uniqueness
- Describe manual workflow triggering and input of version number
- Recommend publishing order for related projects
- Clarify that only manual dispatch triggers publishing, no automatic triggers on push or tag
* feat: support plugin-defined component types
* refactor: simplify plugin configuration
* fix: isolate plugin loading and defer client fallback
* refactor: freeze built-in component registry
* fix: isolate config entry point loading
* fix: complete auto-fin package metadata
* fix(packaging): harden the Studio release workflow
* chore(daily-paper): tune scheduled discovery defaults
* fix(docs): link the ReMe blog to GitHub Pages
* fix(docs): increase Chinese hero title spacing
* refactor(docs): share hero title line spacing
* fix(docs): keep desktop hero copy on two lines
* fix(docs): widen the home hero description
* style(docs): loosen hero title line height
* fix(docs): hide Markdown frontmatter in rendered pages
* docs(readme): simplify installation and remove standalone ReMe Studio instructions
- Remove references to separate ReMe Studio package and static build steps
- Clarify that `core` extra includes common integrations including Studio
- Update installation instructions to use `pip install -e ".[core]"`
- Remove detailed Studio usage and frontend development instructions
- Note that Studio is included with `core` and optional via `web` extra
- Simplify Quick Start guide by removing Studio usage step
- Remove mentions of serving Studio with HTTP service when using extras
- Update both English and Chinese README files accordingly
* docs(readme): streamline and clarify memory design and operations
- Remove redundant explanations about core extra installation
- Simplify memory processing flow description for clarity
- Clarify memory workspace directory default and customization
- Condense automatic memory flow to emphasize rebuildable metadata
- Refine search functionality explanation with RRF fusion details
- Shorten and clarify agent integration description, removing redundancy
- Update and simplify the operations command list, removing less common commands
- Revise community and support section for conciseness and clarity
- Maintain parallel updates in both English and Chinese README files
* test(bump_version): add tests for version bumping and consistency checks
- Add dynamic loading of bump_version and package_studio scripts for testing
- Test that studio package and dependencies have matching versions
- Implement fixtures to write temporary version files for testing
- Add test ensuring bump_version updates all relevant files and dependencies
- Add test to reject inconsistent version sources before writing
- Refactor tests to use common REPOSITORY path variable
- Include imports and setup for pytest in test file
feat(bump_version): create script to update ReMe and Studio versions
- Implement version reading from __init__.py and pyproject.toml files
- Validate current versions are consistent across files before updating
- Update version strings atomically to avoid partial writes
- Ensure exact pinning of studio dependency in main package extras
- Validate new version format against a safe pattern
- Provide CLI interface to bump versions from command line
- Raise errors if expected version declarations or pins are missing or duplicated
* fix(release): validate split package publishing
* fix(release): improve validation diagnostics
* fix(release): sync docs and workflow inputs
* fix(release): split PyPI publish jobs
* docs: update ReMe documentation URL
* docs: localize ReMe Studio social image
* docs(AGENTS): update agent guidelines and repository documentation structure
- Clarify coding agent guidance for keeping changes small and consistent
- Revise project principle descriptions for clarity and modern terminology
- Expand repository map with detailed component and folder explanations
- Add configuration and CLI usage instructions, including syntax and merging rules
- Elaborate on component, step registration, and application lifecycle processes
- Define jobs, steps, and state handling conventions for stateless design
- Specify workspace and file safety policies, including path restrictions and locking
- Update validation commands and testing environment recommendations
- Clarify coding and test conventions, including style and dependency policies
- Distinguish documentation boundaries and update website content contribution notes
- Reinforce change guardrails to avoid breaking backward compatibility and data loss
- Improve svg diagram formatting and textual details in auto dream and proactive flow image
* style(docs): fix font-family syntax in SVG style definitions
- Correct quotation marks around font-family names in memory-as-file.svg
- Standardize font-family formatting by removing unnecessary quotes in reme-blog-architecture.svg
- Ensure consistent CSS style formatting within SVG files for better rendering fidelity
* docs: add ReMe blog to news
* style(docs): inline svg styles and improve text formatting
- Convert multiline SVG style tags into single-line for compactness in multiple figures
- Remove redundant line breaks in subtitle text elements for consistency
- Shorten descriptive texts in SVG figures for clarity and conciseness
- Adjust font sizes and text for better readability in SVG elements
- Correct whitespace issues in Chinese markdown document for improved formatting
- Remove unused style blocks from framework structure SVG for cleaner code
* feat(config): add environment variable configuration for agent subprocesses
- Add environment field to ApplicationConfig to store variables for agent subprocesses
- Remove dynamic loading of .env files in agent wrappers
- Introduce subprocess_environment property in base agent wrapper
- Pass application-level environment variables to Claude Code and Codex agents
- Load environment variables once at startup and pass to ReMe application
- Remove dependency on load_env utility in agent wrapper implementations
- Update tests to use configured environment instead of dynamic loading
- Remove unused environment loading utilities and related test cases
* refactor(mcp): remove channel notification system and related components
- Removed channel notification step implementation
- Removed claim channel step implementation
- Removed ChannelSink class from MCP service
- Removed channel-related documentation from AGENTS.md
- Removed channel instruction text from MCP service
- Removed all channel-related tests
- Updated application context metadata comment to remove channel sink reference
- Removed channel module initialization and imports
* feat(service): add job whitelisting capability to BaseService
- Add optional jobs parameter to BaseService.__init__ to configure job whitelist
- Store jobs as set in self.jobs attribute for efficient lookup operations
- Modify add_jobs method to filter jobs based on whitelist configuration
- Update documentation in both English and Chinese to describe new feature
- Add comprehensive unit tests for job whitelisting behavior
- Implement flowchart update showing new filtering logic
- Preserve existing enable_serve flag behavior alongside new whitelisting
* refactor(service): enhance service job validation and MCP tool injection
- Add strict validation for service jobs whitelist with detailed error messages
- Implement injected job arguments support for MCP services with conflict detection
- Add tool error handling for unsuccessful responses in MCP services
- Remove duplicate job names in Codex agent wrapper using dict.fromkeys
- Update MCP server argument format from single JSON array to repeated --job flags
- Add comprehensive test coverage for job injection and error handling scenarios
- Update documentation to reflect service job validation and MCP features
- Ensure application cleanup occurs even when service lifespan encounters errors
* feat(agent): update skill handling to preserve existing Claude skills
- Change skills parameter processing to use 'all' instead of filtered list
- Add logic to select project skills without restricting Claude's existing skills
- Update variable naming from 'skills' to 'selected_skills' for clarity
- Modify application context metadata documentation to clarify in-memory state usage
- Add test case to verify configured skills are added without filtering existing skills
- Update internal skill directory handling to use renamed variable consistently
* refactor(agent): restructure agent wrapper components and session storage
- Move CcFileSessionStore to separate module for better organization
- Add SDK package version logging in base agent wrapper
- Update Claude Code agent to use new session store structure with project keys
- Refactor Claude Code agent wrapper to use proper type hints and SDK integration
- Add support for server tool use events in Claude Code message processing
- Improve error handling and resource cleanup in streaming operations
- Update Codex agent wrapper with proper type annotations and configuration
- Remove deprecated system prompt mode handling from Claude Code wrapper
- Fix session path construction for Claude Code transcript storage
- Update dependency injection and configuration handling patterns
* fix(cc_agent_wrapper): resolve Claude Code SDK integration issues
- Added dataclass import and created _BlockState for content block metadata tracking
- Implemented proper MCP server name constant and tool context ID validation
- Fixed tool_context_id injection to prevent duplicate assignment errors
- Resolved skills parameter handling in build_options method
- Enhanced job tools integration with MCP servers mapping validation
- Replaced deprecated block_ids/block_types/tool_call_names with block_states dict
- Updated message_delta to emit USAGE chunks instead of REPLY_END
- Fixed stream result handling to ensure proper REPLY_END emission
- Improved error handling for session mirror failures and rate limits
- Added proper cleanup for expected trailing errors in streams
- Refactored Codex agent wrapper initialization and configuration management
- Removed obsolete system_prompt_mode from default config
- Enhanced test coverage for new block state and error handling features
- Fixed async generator handling with aclosing context manager
- Improved chunk type mapping for Claude Code SDK events
* refactor(tests): remove demo config tests from config parser test suite
- Removed test_demo_config_registers_llm_jobs function and its assertions
- Eliminated verification of LLM demo job configurations
- Removed checks for agent wrapper component settings
- Deleted assertions for model configurations and parameters
- Cleaned up deprecated test cases related to demo config parsing
* refactor(evolve): simplify Claude Code session store path structure
- Removed redundant project key subdirectory from session link generation
- Updated CcFileSessionStore initialization to use direct session directory path
- Maintained existing session layout compatibility for backward compatibility
- Added unit tests to verify session persistence behavior with existing transcripts
- Ensured UUID-based session files remain accessible at expected locations
- Preserved existing session directory structure without additional nesting
* refactor(agent): defer optional Codex SDK imports until first use
- Moved openai-codex imports inside functions to avoid mandatory dependencies
- Added TYPE_CHECKING guard for development time type checking only
- Implemented lazy loading mechanism with _get_async_codex_class function
- Updated AsyncCodex initialization to occur on demand rather than at module level
- Maintained backward compatibility while improving import performance
- Added test case to verify package import works without optional Codex SDK
- Updated agentscope dependency to version 2.0.4.post1 in pyproject.toml
* test(embedded): add compatibility tests for in-process ReMe embedding
- Add test suite for QwenPaw-style embedded configurations
- Verify optional defaults remain preserved in embedded configs
- Ensure in-process application API stays compatible
- Test model injection and lifecycle management compatibility
- Remove obsolete hermes agent plugin tests
- Update CLI import test to cover multiple optional SDKs
- Block claude_agent_sdk and openai_codex during import testing
- Add guideline that steps should be stateless
- Specify storing persistent state in self.app_context.metadata
- Clarify avoiding state storage on step instances
