refactor(session): modular system prompts and runner wiring#254
Merged
Conversation
- Extend prompt composition (provider blocks, guidance, caching) and consolidate defaults; trim redundant static template bodies. - Update prompt_strings, Rex/Hephaestus builders, prompt_utils, and memory bootstrap for the new prompt pipeline. - Adjust session runner for Anthropic-style system blocks and related message handling. - Refresh session/agent/memory/integration tests; add Anthropic system blocks unit coverage. Co-authored-by: Cursor <cursoragent@cursor.com>
…sion-prompt-runner-system-blocks Co-authored-by: Cursor <cursoragent@cursor.com> # Conflicts: # flocks/session/runner.py
- Relocate flocks_mcp from ~/.flocks plugin path to flocks/tool/system. - Rex prompt_builder and agent.yaml/toolset updates; agent_factory hooks. - Session prompt/runner and prompt_strings tweaks; registry and skill wiring. - Refresh AGENTS.md; extend tests for factory, runner, toolset, builtins. Co-authored-by: Cursor <cursoragent@cursor.com>
- Move agent_identity and tool_catalog layers for clearer guidance order. - Exclude lsp from bulk native=True classification in ToolRegistry. - Minor lsp_tool tweak; extend runner and builtin management tests. Co-authored-by: Cursor <cursoragent@cursor.com>
- Remove redundant prompt.py / prompt_strings content where duplicated. - Refine bash tool description (dedicated-tool bullets and usage notes). - Align prompt_tokens, runner_step, and bash registry tests. Co-authored-by: Cursor <cursoragent@cursor.com>
…sion-prompt-runner-system-blocks
- Remove Python/TUI tool implementations and registry/catalog wiring - Update agent YAMLs, skills docs, and validator for tool-builder - Adjust session runner, prompts, and OpenAI responses tool prep - Add TUI question-state module with tests; update DelegateTaskCard Co-authored-by: Cursor <cursoragent@cursor.com>
- Add general.txt prompt and get_prompt_general; drop Python qwen.txt - Remove batch tool from Python/TUI registries and delegate_task paths - Update Rex/hephaestus prompt builders, prompt_utils, and session assembly - Refresh anthropic prompts; add TUI prompt-source and system tests Co-authored-by: Cursor <cursoragent@cursor.com>
- Drop bundled plan agent definition; keep plan_enter/plan_exit tools - Exit plan mode without confirmation; pass call_id for question context - Align TUI plan tool copy; extend test_tools coverage Co-authored-by: Cursor <cursoragent@cursor.com>
Rework runner/hooks pipeline for LLM hook payloads, replace legacy task_center with schedule_task_center, remove multiedit end-to-end, add path_utils and a minimax prompt fragment, and align file tools, TUI, and tests. Co-authored-by: Cursor <cursoragent@cursor.com>
Extend assistant message handling, rework todo tool/session/TUI wiring with runner and session_loop, adjust compaction policy and provider SDK hooks, and add regression tests (including DeepSeek provider). Co-authored-by: Cursor <cursoragent@cursor.com>
…dows Unix and Windows now get tailored bash-tool copy; Windows drops cmd fallback, surfaces missing PowerShell clearly, and documents PS 5.1 quirks only when using powershell.exe. Co-authored-by: Cursor <cursoragent@cursor.com>
…sion-prompt-runner-system-blocks
Use doubled backslashes in the PowerShell description so the rendered guidance shows valid Windows-style paths. Co-authored-by: Cursor <cursoragent@cursor.com>
Add a consistent language-matching rule to Rex prompt XML and the general, Anthropic, and MiniMax session prompt templates. Co-authored-by: Cursor <cursoragent@cursor.com>
duguwanglong
approved these changes
May 18, 2026
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
prompt.py: composed provider/system blocks, guidance hooks, caching; consolidate defaults and slim static templates underflocks/session/prompt/.prompt_strings, Rex/Hephaestus prompt builders,prompt_utils, and memory bootstrap to the new pipeline.session/runner.pyfor provider system blocks and related message handling.tests/provider/test_anthropic_system_blocks.py.