* feat(service): expose MCP through HTTP backend
Serve JSON/SSE job endpoints and streamable HTTP MCP from one FastAPI application, sharing the same jobs and application lifecycle. Preserve the standalone MCP backend, add configurable MCP HTTP settings, update startup metadata and integration docs, and cover routing, lifecycle, configuration, and compatibility behavior with unit tests.
* fix(service): preserve MCP request protections
Route the exact MCP path through the complete FastMCP ASGI application so its middleware and state remain active. Reject non-literal MCP paths and validate reserved Job conflicts before tolerant service registration. Add regression coverage for middleware preservation, route syntax, and startup failure.
* fix(service): reject encoded MCP paths
Reject percent signs in mcp_path so ASGI path decoding cannot turn an accepted configuration into an unreachable route. Cover encoded slash, space, and double-encoded slash inputs.
* 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
* fix: recover embedding after transient health failure
* refactor(embedding_store): remove provider_success_count and simplify health recovery logic
- Deleted provider_success_count attribute and related methods across embedding and file stores
- Updated _recover_after_real_request to rely solely on is_healthy flag for recovery decisions
- Removed redundant counting logic for provider successes during embedding operations
- Cleaned up health status management to streamline provider recovery detection
- Adjusted unit tests to align with removal of provider_success_count and maintain health checks consistency
* refactor(embedding_store): use default health check timeout
* fix(embedding_store): ensure is_healthy remains unchanged on cache hits
- Updated get_embeddings docstring to clarify cache hits must not alter is_healthy state
- Improved code comment for embedding dimension matching method
* fix(file_store): make embedding recovery race-safe
* ci: use default CodeQL query suite
* fix(file_store): preserve queued embedding rebuilds
* fix(file_store): preserve verified recovery without chunks
* 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
* fix: show resolved service address in startup banner
* perf(website): reduce social preview image size
* fix: resolve MCP transport in startup banner
* 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: refine local-first research workflows
* fix: delegate structured output tool choice
* refactor(auto-fin): fetch and filter rolling CLS news
* fix(auto-fin): keep imports portable across platforms
* feat(auto-fin): expose CLS fetch controls
* fix(auto-fin): propagate configurable news window
* feat(auto_fin): normalize hybrid wikilinks in report body
- Add _normalize_hybrid_wikilinks method to remove redundant Markdown destinations
- Use regex to identify hybrid wikilinks with optional destinations
- Replace redundant destinations with simpler wikilink format for clarity
- Ensure normalization is failure-safe with exception handling and logging
- Update report body normalization process to apply hybrid wikilink fix
- Add unit tests to verify correct normalization and failure safety behavior
* fix(dream): serialize integration with application-wide asyncio lock
- Add application-wide asyncio.Lock to serialize digest writes during integration
- Update _snapshot_digest to capture metadata per bucket
- Validate bucket association when recovering from file changes
- Add tests ensuring recovery only from the correct bucket
- Add tests confirming integration lock is shared across application context
- Enhance strict topic YAML loading validation in dream utils
- Add tests for strict topic loading rejecting invalid or lossy fields
* fix(cookbook): enable configurable job_tools for digest and merge steps
- Update daily_cookbook.yaml to add job_tools: [memory_search, read] in digest steps
- Modify DailyPaperDigestStep to read job_tools from kwargs instead of fixed list
- Modify AutoFinMergeStep to similarly read job_tools from kwargs
- Update tests to pass job_tools explicitly when invoking these steps
- Remove hardcoded _TOOLS constants and replace with dynamic job_tools handling
* fix: retry incomplete dream receipts
* perf(pdf): increase max PDF pages limit from 20 to 35
- Updated configuration max_pdf_pages from 20 to 35 in daily_cookbook.yaml
- Modified code to extract up to 35 pages instead of 20 in analyze.py
- Updated README and README_ZH to document the increased max_pdf_pages
- Adjusted unit test assertions to reflect new max_pdf_pages limit of 35
* fix memory integration and daily paper links
* docs clarify cookbook tool usage
* feat(bench): adding eval adapter for proactiveness on Pi-Bench
* Revise README for π-Bench evaluation suite
Updated the README to reflect the new project name and description.
* fix(bench): refining pi-bench scripts according to cr comments
* fix(bench): restore agent builtin tools in prebuilt toolkit
* fix(embedding): isolate caches by vector space
* fix(embedding): stabilize cache space switching
* Revert "fix(embedding): stabilize cache space switching"
This reverts commit 74193c9a0a.
* fix(embedding): include resolved OpenAI endpoint in cache ID
* fix(embedding): stabilize cache space switching
* fix(embedding): isolate Ollama endpoint caches
* feat(daily-paper): add Hugging Face mirror switch
* refactor(daily-paper): simplify the HF mirror switch and warn on ignored env
The switch was a three-state bool|None where None preserved the legacy
environment-driven selection, but no production caller ever passes None --
collect.py always resolves an explicit bool. Collapse it to a plain bool
defaulting to False.
HF_MIRROR_URL no longer redirects traffic on its own, so warn when it is
configured while the mirror stays disabled; a mirror-only setup would
otherwise fall back to the official site with no signal. Both READMEs now
record the behavior change and stop presenting the two mirror variables as
symmetric -- arXiv remains environment-driven while Hugging Face is gated on
the job parameter.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
* fix(daily-paper): address mirror configuration feedback
---------
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
* refactor: rebuild auto-fin and daily-paper cookbooks on structured-output agents
Rework the auto-fin and daily-paper cookbooks to run on structured-output
LLM agents instead of Claude Code agent wrappers, replace the SSH proxy with
data-source mirrors, and rewrite the affected unit tests.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
* refactor(auto_fin): unify JSON output serialization and writing
- Extracted _write_output static method to serialize and write Pydantic models as compact JSON
- Replaced inline JSON dump and write calls with _write_output usage across auto_fin steps
- Added _report_path and _current_report for managing intra-day reports in AutoFinMergeStep
- Updated auto_fin merge step to write output via new _write_output method
- Enhanced news reading with caching in AutoFinHistoryStep
- Refined returns calculation to handle events before close on non-trading days correctly
feat(daily_paper): improve note path resolution and metadata handling
- Introduced iter_note_metadata generator for safe Markdown frontmatter iteration
- Added resolve_unique_note_path to avoid note filename conflicts on disk and in used titles
- Updated analyze, collect, digest, and select steps to use centralized constants and helpers
- Used utc_now_iso for consistent timestamping in metadata
- Replaced direct frontmatter loads with iter_note_metadata in collect and analyze steps
- Replaced hardcoded paper selection count with PAPER_COUNT constant in all relevant places
- Added _MAX_SELECT_ATTEMPTS constant in select step for attempt management
- Improved error messages for filename validation in daily paper title normalization
feat(auto_fin): add multi-run cron schedules for intraday refinement
- Defined three auto_fin cron jobs at 09:30, 11:30, and 18:00 Shanghai time for gradual report updates
- Each intraday run adds evidence cumulatively instead of replacing prior output wholly
- Updated daily_cookbook.yaml to register new cron schedules and remove legacy 12:00 cron
refactor(auto_fin_data): clean ETF code handling and page limits
- Replaced hardcoded DEFAULT_ETF_CODES with required non-empty config value "etf_codes"
- Added constants for major news and fund page limits to control pagination
- Improved ETF name extraction logic to handle missing fields consistently
fix(auto_fin_merge): fix report retrieval and merging logic
- Added support for getting current intra-day report in addition to previous day's report
- Modified merge template to include prior and current report sections for better context
- Adjusted report path handling to consistently use Path objects
test(auto_fin): add coverage for returns calculation and report retrieval
- Added test for returns when event occurs before close on non-trading day, checking next session entry
- Added test for previous and current report retrieval feeding merge context with disk files
- Extended test asserts for auto_fin cron schedule changes in config
style(daily_paper): reorder and cleanup imports
- Reorganized imports in _common.py for clarity and added missing collections.abc.Iterator import
- Cleaned up commented and unused imports across daily_paper steps
* feat: add configurable upstream mirror proxy
* style: format auto-fin data step
* fix: align cookbook mirrors and contracts
---------
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
* feat(backend): improve workspace support for web clients
* fix(config): preserve the default workspace directory
* chore(reme): bump version to 0.4.1.5
- Update __version__ from 0.4.1.4 to 0.4.1.5 in initialization file
* fix(chat): disable builtin tools in read-only mode
* fix(agent): make builtin tools opt-in
* fix(list): tolerate files removed during mtime sort
* fix(chat): expose complete read-only job set
