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Author SHA1 Message Date
chiguyong dddcbd24e3 feat: 私董会讨论模式 + 回测集成 + WS持久化修复 
私董会讨论模式 (Board Meeting Mode):
- BoardRouter: @board 前缀路由, 专家名验证, 模板回退
- BoardTeam: 讨论容器, 状态机 (FORMING->DISCUSSING->CONCLUDING->COMPLETED)
- BoardOrchestrator: 多轮自主循环讨论引擎, 主持人小结, 停止命令检测
- 9个预设名人专家 YAML (马斯克/贝佐斯/张小龙/芒格等)
- 前端 BoardStatusView 群聊式 UI + WebSocket 事件处理
- 后端 chat.py 集成 @board 路由到主聊天流程

回测集成:
- benchmark.py: 新增 board_meeting 维度 (18 tasks, 6 categories)
- benchmark_dataset.py: 新增 BOARD_BENCHMARKS (11 E2E cases)
- test_board_backtest.py: 66 个回测测试 (9 test classes)

Bug 修复:
- resolve_expert_configs: deep-copy 防止 is_lead 修改污染共享模板
- 所有专家名无效时回退到默认模板
- board_router: 非匹配路径 topic 未 strip
- benchmark_dataset: board-name-invalid-001 输入修正

WebSocket 持久化修复:
- chat.py: 三层防御机制确保任务结果不丢失
- chat store: 断线恢复逻辑

部署配置:
- Gitea Actions CI/CD workflow
- docker-compose.deploy.yaml 部署编排
- scripts/deploy.sh 自动化部署脚本

测试结果: 120 单元测试通过, 71 benchmark 测试 100% 通过, ruff 全部通过
 2026-06-17 23:52:53 +08:00
chiguyong 5b5291c7e5 fix: WebSocket task persistence three-layer defense with security hardening 
Fix chat history empty content and task stops on refresh. Implements: result persistence on disconnect, task backgrounding via asyncio + EventQueue, frontend reconnection recovery. Security: fail-closed conversation_id ownership, asyncio.shield on CancelledError cleanup, async TaskStore shim, EventQueue subscriber limit, connection error resilience. 23 tests added.
 2026-06-17 22:11:51 +08:00
chiguyong ecf87391a5 feat: integrate SQ/EQ into portal WebSocket and CLI (Phase 4) 
- app.py: initialize EventQueue + SubmissionQueue in app.state, close on shutdown
- portal.py: emit unified events (task.created/started/completed/failed,
  turn.thinking/tool_call/tool_result/final_answer) to EQ alongside WebSocket messages
- cli/chat.py: optional --event-queue flag for event emission
- EQ is bypass-only: emit failures never affect WebSocket or CLI main flow
- WebSocket message format unchanged (backward compatible)

Tests: 650 passed, 0 failed, 4 skipped
 2026-06-17 11:05:04 +08:00
chiguyong bbedfff597 feat: hub-and-spoke experts, tiered tool injection, unified event model (U3/U7/U10) 2026-06-17 10:46:16 +08:00
chiguyong 200174c5c7 feat: SQLite persistence, verification loop, spec-driven execution 
Phase 2 of architecture optimization (U5/U6/U9):

- U5: SqliteConversationStore with WAL mode + LRU cache (1000 convs)
  Replaces in-memory ConversationStore in portal.py
  Data survives server restarts (ref: Codex Thread persistence)
- U6: VerificationLoop with verify/verify_and_retry
  Default commands: pytest + ruff check
  ReActEngine integration via verification_enabled flag
  New run_tests tool for LLM to invoke verification
- U9: SpecManager for plan-as-contract (ref: Qoder Quest Mode)
  Plans persisted to .agentkit/specs/{spec_id}.yaml
  API: GET/PUT /api/v1/specs, POST /api/v1/specs/{id}/confirm
  PlanExecEngine emits spec_created event after plan generation

Also fixes: portal skill_name routing, app.py SessionManager guard,
test_telemetry CostAwareRouter removal, test_compression_config fixture
 2026-06-17 10:45:20 +08:00
chiguyong 5374bc8501 refactor: eliminate routing layer, align with industry best practices 
Phase 1 of architecture optimization (U1/U2/U4/U8):

- U1: Rename SimpleRouter to RequestPreprocessor, route() to preprocess()
  Eliminates misleading routing concept; LLM decides autonomously
  in REACT agent loop (matches Codex/Claude Code/Trae pattern)
- U2: Delete CostAwareRouter, HeuristicClassifier, SemanticRouter
  (~700 lines removed). skill_routing.py: 1688 to 220 lines
- U4: PlanExecEngine defaults to ReActStepExecutor, delete _LLMStepExecutor
  (pure LLM calls without tools = no execution capability)
- U8: ReActEngine defaults to ContextCompressor(keep_recent=10)

Supersedes plans 2026-06-15-002/003/004.
New plan: 2026-06-16-006-refactor-architecture-optimization-evolution-plan.md
 2026-06-17 10:44:40 +08:00
chiguyong c4257591d4 refactor(router): replace CostAwareRouter with SimpleRouter and prompt-based tool calling 2026-06-16 03:31:05 +08:00
chiguyong a27eed3714 fix(config): unify config loading chain and protect ${VAR} references 
- Settings API: reverse-resolve env vars to preserve ${VAR} refs in yaml,
  write new API keys to .env instead of agentkit.yaml, extract env_key
  from existing ${VAR} reference when updating providers
- Onboarding: merge-update instead of overwrite when config exists,
  use config_arg to determine output path, .env merge instead of overwrite
- Unified templates: bailian-coding provider name, full model_aliases,
  docker-compose with postgres, expanded .env.example
- Optional ruamel.yaml for comment/format preservation in Settings API
- clients.yaml: add _deep_resolve for ${VAR} env var references
- All CLI commands use load_config_with_dotenv() consistently
- Tests: mock find_config_path and CWD auto-discovery to avoid env leaks
 2026-06-16 00:26:54 +08:00
chiguyong e984b4c462 feat(router): optimize routing intelligence — ExecutionMode expansion, multi-candidate scoring, quality gate skill match 
- Expand ExecutionMode enum with REWOO/REFLEXION/PLAN_EXEC
- Add _resolve_execution_mode() to respect skill.config.execution_mode
- Rewrite IntentRouter._match_keywords() for multi-candidate scoring
- Add QualityGate 5th dimension: skill_match validation with warning escalation
- Calibrate HeuristicClassifier: low-complexity signals only when no high signals
- Fix negation regex for Chinese text (avoid matching past punctuation)
- Fix backtest mode_map normalization and .env loading
- Add 61 unit tests (21 HeuristicClassifier + 14 IntentRouter + 13 QualityGate + 13 existing)

Results: execution_mode_accuracy 9.09%→36.36%, skill_routing_F1 66.67%→77.78%
 2026-06-15 22:43:13 +08:00
chiguyong 64d62a2b60 feat: autonomous task execution - connect PlanExecEngine + TeamOrchestrator 
U1: TeamOrchestrator._execute_phase real execution (Expert.agent.execute)
U2: LLM-based merge strategies (BEST/VOTE/FUSION) with fallback
U3: ReActStepExecutor replacing _LLMStepAgent for tool-enabled steps
U4: SharedWorkspace integration for cross-phase/cross-execution state
U5: GoalPlanner prompt tuning with few-shot and verb pattern matching
U6: Replan-before-fallback in TeamOrchestrator
U7: End-to-end validation tests for multi-step research tasks
U8: WebSocket progress events (step_event_callback + new event types)

Code review fixes: P0 response.strip fix, P1 competitor status check,
milestone real impl, VOTE self-bias fix, confirmation_handler wiring,
ExpertTeam public API, DRY _build_result_summaries, replan tests

Also: geo_server.py refactor (ServerConfig.from_yaml), delete llm_config.yaml
 2026-06-15 12:41:32 +08:00
chiguyong 99fe4c99f7 fix: comprehensive code review fixes + WS test stability 2026-06-15 08:17:34 +08:00
chiguyong 7384ecb03e feat: Expert Team Mode — plan-execute collaboration with conversation UI 
Implements B+C hybrid Expert Team Mode with ExpertConfig, CollaborationPlan,
TeamOrchestrator, ExpertTeamRouter, HandoffTransport, SharedWorkspace, and
Expert wrapper. Frontend includes ExpertTeamView, ExpertMessage,
PlanVisualization, team store, and WS event handlers.

Code review fixes: sentinel-based close, per-phase retry, name validation,
Vue component integration, teamState dedup, Redis reset, plan reassign,
event_type validation, hmac timing-safe compare, message dedup,
reactive updatePhases, O(1) phase lookup, iterative DFS, bounded Queue.

232 unit tests passing.
 2026-06-14 22:20:14 +08:00
chiguyong 6e0e081f23 feat: gap closure sprint — dark theme, @-mention, LocalComputerUse, tests 
P0: U4 UsageStore + U5 CascadeStateStore independent test files (57 tests)
P1: Dark theme — tokens.css [data-theme="dark"] + theme.ts Pinia store
    + TopNav toggle button + App.vue dynamic Ant Design theme
P1: @-mention — MentionDropdown.vue + /skills/mention-suggest API
    + ChatInput integration with @ detection
P2: LocalComputerUseSession — pyautogui + screencapture (replaces Docker stub)
P2: Integration tests for gap closure (12 tests)
Fix: create_cascade_state_store() now passes session_ttl to InMemory fallback
 2026-06-14 16:16:50 +08:00
chiguyong 0ccef7be5c feat: P0 production hardening — LLM cache, semantic routing, state persistence 
U1: LLM Cache Core (exact + semantic match, InMemory + Redis backends)
U2: Cache integration into LLMGateway with CacheConfig
U3: Semantic Router as Layer 1.5 in CostAwareRouter
U4: UsageStore persistence (Redis Hash + InMemory fallback)
U5: CascadeStateStore persistence (Redis INCR + InMemory TTL)
U6: EvolutionStore interface unification (Protocol + PostgreSQL backend)
U7: Configuration integration + E2E tests

Code review fixes:
- P0: date iteration bug (day>=28), semantic router index never built,
      Redis connection leak (per-call → persistent pool)
- P1: cache degradation recovery, semantic_search degradation,
      double miss counting, asyncio.Lock for PG init, LIMIT on queries,
      __import__ anti-pattern → _utcnow()
- P2: InMemory TTL cleanup, embedding preservation on put(),
      data TTL = max(exact_ttl, semantic_ttl)
 2026-06-14 15:16:00 +08:00
chiguyong 09698d7a06 feat: frontend productization with code review fixes 
- Workflow: visual canvas, undo/redo, drag-and-drop, real-time execution WebSocket
- Evolution: dashboard, ECharts metrics, experience timeline, pitfall warnings, usage panel
- KB: source CRUD, document upload, search test
- Terminal: interactive PTY WebSocket, whitelist security
- Security: hmac.compare_digest, API key auth on all endpoints, whitelist bypass fix
- Fixes: ECharts async init, WebSocket intentional disconnect, TOCTOU race, Pydantic models
 2026-06-13 01:29:58 +08:00
chiguyong 5ef08a3b30 fix(review): comprehensive P0-P2 code review fixes 2026-06-12 22:18:25 +08:00
chiguyong a36bc3d1c1 feat: optimize chat response speed for sub-1s first token latency 
- Add HeuristicClassifier to replace LLM quick_classify with zero-cost
  local heuristic (keyword/length/code-pattern scoring), gated by
  router.classifier config (default: heuristic)
- Add parallel tool execution in ReActEngine via asyncio.gather for
  multiple independent tool_calls, gated by parallel_tools param
- Add AsyncWriteQueue for non-blocking session persistence with WAL
  buffer, gated by async_writes param on SessionManager
- Add httpx.Limits connection pool config to all LLM providers
- Add router config section to ServerConfig and agentkit.yaml
- All optimizations have config switches for safe rollback
 2026-06-12 13:15:06 +08:00
chiguyong 8c365486e2 fix(pipeline): address code review findings for adversarial loop 
Critical:
- C1: Add verifier_timeout_seconds for independent Verifier timeout
- C2: Verifier parse failure raises RuntimeError instead of dead-loop

Major:
- M1: Inject previous_output into Worker retry context
- M2: Add Pydantic ge/le constraint on ReviewFeedback.score
- M3: Use Literal type for feedback_mode enum validation
- M4: Use Literal types for ReviewIssue severity and category
- M5: Merge error messages when escalation agent also fails

Tests: 8 new test cases added (19 total), all passing
 2026-06-12 10:02:37 +08:00
chiguyong 3392413614 test(pipeline): add adversarial loop unit tests 
11 test cases covering:
- PipelineSchemaAdversarial (4): verifier fields, backward compat, serialization, state tracking
- AdversarialExecution (3): no verifier passthrough, first round pass, max rounds exhausted
- FeedbackContext (3): structured+natural, structured, natural modes
- Escalation (1): no escalation configured
 2026-06-12 09:40:19 +08:00
chiguyong 32c800d1e4 fix: portal routing + response speed + IME input 
1. Portal unified routing: ws_chat now uses CostAwareRouter uniformly
   (handles Layer 0/1/2), replacing direct IntentRouter calls.
   Greeting/chat_mode requests skip IntentRouter LLM call entirely.

2. Response speed: greeting & simple chat now use direct LLM call
   (no ReAct loop), zero-cost Layer 0 detection.

3. IME input fix: use e.isComposing (native browser property)
   instead of compositionstart/end for Enter key detection.

4. Test: fix InMemoryMessageBus.request() parameter name
   timeout -> timeout_seconds.
 2026-06-11 21:30:25 +08:00
chiguyong d47f279887 fix: resolve code review issues from deferred improvements 
1. InMemoryMessageBus.request(): fix param name (timeout→timeout_seconds) to match ABC
2. InMemoryMessageBus: track consumer tasks, cancel on unsubscribe
3. InMemoryMessageBus: _try_resolve_pending() in queue consumer path
4. evolve_soul(): use "default" category when patterns is empty
5. quick_classify(): use delimiter-based prompt to mitigate injection risk
6. Use asyncio.get_running_loop() instead of deprecated get_event_loop()
 2026-06-11 13:49:02 +08:00
chiguyong 79eb8469f9 fix: address remaining code review issues 
- AlignmentGuard: direction-aware constraint checking (negation/affirmation detection)
  instead of simple substring matching to reduce false positives
- Reflexion: extract actual token usage from LLM response instead of hardcoded 1
- MemoryTool: protect version/history sections from update_soul modification
- Fix AsyncMock warnings for sync find_best_agent method
 2026-06-11 00:14:11 +08:00
chiguyong bba394be38 fix(marketplace): address code review findings 
- Fix str.format() crash when user input contains curly braces
- Fix Layer 2 passing str to find_best_agent (expects list[str])
- Fix AlignmentGuard fail-open on LLM audit failure (now fail-closed)
- Fix _config_reload_lock not initialized in create_app()
- Fix evolve_soul redundant reflector.reflect() call (reuse existing reflection)
- Fix test mocks using AsyncMock for sync find_best_agent method
- Remove unused _COMPLEXITY_CLASSIFY_PROMPT constant
 2026-06-10 19:21:40 +08:00
chiguyong 8713636d50 feat(marketplace): add Phase B/C - CostAwareRouter, OrganizationContext, AlignmentGuard, Soul Evolution, Auction, Server Integration 
Phase B:
- U1: CostAwareRouter with 3-layer routing (rule/LLM/capability matching)
- U6: OrganizationContext with agent profiles and capability-based discovery
- U7: AlignmentGuard with constraint injection and cascade detection

Phase C:
- U8: Soul dynamic evolution with version tracking and reflection-triggered updates
- U9: Auction mechanism as optional advanced routing mode
- U10: Server integration + end-to-end integration tests

250 new tests passing across all units.
 2026-06-10 19:09:02 +08:00
chiguyong 5b42487d8a feat(core): add ReWOO, Plan-and-Execute, Reflexion execution engines 
Phase A of Multi-Agent Marketplace architecture:
- ReWOOEngine: plan-all-then-execute pattern for parallel data fetch
- PlanExecEngine: adapter wrapping GoalPlanner+PlanExecutor+PipelineReplanner
- ReflexionEngine: ReAct + Evaluate + Reflect + Retry for high-precision tasks
- SkillConfig: extend VALID_EXECUTION_MODES with rewoo/plan_exec/reflexion
- ConfigDrivenAgent: add _handle_rewoo/_handle_plan_exec/_handle_reflexion routes
- 5 professional agent YAML configs with layered model defaults
- 107 unit tests passing
 2026-06-10 17:08:48 +08:00
chiguyong 6852dfe892 fix(security,reliability): resolve all P2 findings from code review 2026-06-10 15:05:40 +08:00
chiguyong 658e188939 fix(review): resolve P0/P1 findings from final code review 2026-06-10 09:57:29 +08:00
chiguyong 1d1805753c fix: resolve key P2 findings from code review 
- Shell whitelist: use exact binary match instead of startswith
- Shell audit log: use deque(maxlen=10000) to cap memory
- Terminal history: use deque(maxlen) for O(1) eviction
- Path optimizer: cap _pending_paths at 50 entries per task_type
- Pitfall detector: only add tips to matching steps, not all
- Experience store: handle non-numeric _parse_time_window input
- Extract shared is_safe_url() to utils/security.py (DRY)
- Workflow condition evaluator: handle float() ValueError
 2026-06-10 09:01:23 +08:00
chiguyong b46a10973f fix(tests): clean up test_shell_tool.py lint issues 2026-06-10 08:46:35 +08:00
chiguyong 9646b0f0dd fix(tests): update test_shell_tool.py to match new ShellTool API 2026-06-10 08:22:15 +08:00
chiguyong 7874e875af merge: integrate feat/agentkit-phase8-chat-adaptive (chat/gui commands + GUI mode) 
Restores agentkit chat, agentkit gui CLI commands, onboarding wizard,
and GUI mode (AGENTKIT_GUI_MODE) with static file serving.
Resolves merge conflicts in orchestrator.py, app.py, tools/__init__.py, shell.py.
 2026-06-10 07:44:06 +08:00
chiguyong 9e9f1314f6 fix(security): resolve all P0/P1 findings from code review 2026-06-10 07:12:41 +08:00
chiguyong c606ffa64a feat(phase5): implement management pages, evolution dashboard, and workflow editor (U13b/U13c/U14) 2026-06-10 01:29:01 +08:00
chiguyong a1deeecede feat(phase5): implement Vue3 portal foundation with chat interface and routing (U13a) 
- Add Portal API routes: chat, stream, capabilities, conversations, WebSocket
- Add ConversationStore for in-memory conversation management
- Add CAPABILITY_CATEGORIES mapping for 8 capability types
- Create Vue3 SPA with TypeScript, Pinia, Vue Router, Ant Design Vue
- Implement ChatView with message bubbles, input, sidebar, WebSocket support
- Add side navigation skeleton for all 8 capability sections
- Add placeholder views for workflow, knowledge, skills, terminal, etc.
- 31 backend tests passing
 2026-06-10 01:06:48 +08:00
chiguyong 901e4d9d0a feat(phase4): implement Computer Use integration (U12) 
- ComputerUseTool: Anthropic API + fallback chain (API→Session→ShellTool→AskHuman)
- ComputerUseSession: Docker sandbox + InMemory test session
- ComputerUseRecorder: action recording, replay, and persistence

89 new tests passing. Degradation chain verified.
 2026-06-10 00:54:31 +08:00
chiguyong c99aee1423 feat(phase3): implement knowledge base and RAG enhancement (U9-U11) 
- U9: LocalDocumentIngestion - multi-format doc parsing and chunking
- U10: ExternalKBAdapters - Feishu/Confluence/GenericHTTP adapters
- U11: MultiSourceRAG - multi-source retrieval with source tracing

KnowledgeBase protocol defined (KTD-7). 145 new tests passing.
 2026-06-10 00:45:17 +08:00
chiguyong e3d4f811dd feat(phase2): implement self-evolution and smart terminal (U6-U8) 
- U6: PitfallDetector - detect historical failure patterns and warn
- U7: PathOptimizer - discover and update optimal execution paths
- U8: TerminalSession - session state, PTY interactive, output parsing

160 new tests passing. ShellTool enhanced with session_id support.
 2026-06-10 00:22:36 +08:00
chiguyong fd4a811929 feat(phase1): implement core kernel and experience foundation (U1-U5) 
- U1: GoalPlanner - structured goal decomposition wrapping _decompose_task()
- U2: PlanExecutor - parallel execution with retry/skip/replace strategies
- U3: PlanChecker - quality gate + review + experience writing
- U4: Skill spec upgrade - dependencies, capabilities, version management
- U5: ExperienceStore - PostgreSQL+pgvector task experience storage

208 new tests passing, fully backward compatible.
 2026-06-09 23:57:03 +08:00
chiguyong 31bd3b126c feat(phase8): chat adaptive enhancements, pipeline reflection, search tools upgrade 
- Enhanced chat CLI with adaptive mode and session management
- Added pipeline reflection and schema extensions
- Upgraded BaiduSearch and WebSearch tools with advanced capabilities
- Expanded server routes for skills and chat
- Added session store enhancements
- New chat module and pipeline reflection support
 2026-06-09 23:18:06 +08:00
chiguyong 045fecd4ce feat(tools): add ShellTool + WebSearchTool, memory system, onboarding wizard, chat mode 
- ShellTool: safe command execution with allowlist, blocked patterns (regex), timeout, output truncation
- WebSearchTool: multi-backend search with Tavily → Serper → DuckDuckGo Lite fallback
- MemoryTool: agent-callable tool with add/replace/remove/read actions
- MemoryStore/MemoryFile: file-based memory (SOUL.md, USER.md, MEMORY.md, DAILY.md)
- Onboarding wizard: provider selection, API key, model selection, agent personality
- Chat mode: interactive CLI with streaming, memory injection, tool integration
- Add 百炼 Coding Plan provider with 10 models
- 102 unit tests (34 new for ShellTool + WebSearchTool)
 2026-06-09 01:06:45 +08:00
chiguyong 45283d31e8 feat(core): integrate MessageBus into Orchestrator and AgentPool (U7) 
- Orchestrator accepts optional message_bus parameter; workers publish
  task.progress messages via MessageBus after each subtask execution
- AgentPool accepts optional message_bus; auto-registers agents on
  create and auto-unregisters on remove
- app.py initializes MessageBus from config and injects into AgentPool
- ServerConfig adds bus configuration field
- 5 new tests, all passing
 2026-06-08 00:03:40 +08:00
chiguyong 13d6e74099 feat(bus): add MessageBus abstraction layer with InMemory + Redis Streams (U6) 
- AgentMessage: message model with sender/recipient/topic/payload/correlation_id
- MessageBus Protocol: publish/subscribe/unsubscribe/request/broadcast/health_check
- InMemoryMessageBus: asyncio.Queue-based implementation for testing
- RedisMessageBus: Redis Streams (XADD/XREADGROUP) implementation with
  consumer groups, message acknowledgment, and dead letter queue
- create_message_bus() factory with graceful Redis→InMemory fallback
- Request-response pattern via correlation_id + asyncio.Future
- 13 new tests, all passing
 2026-06-07 23:58:16 +08:00
chiguyong 88d8298871 feat(core): add Orchestrator adaptive task decomposition (U5) 
- execute_adaptive(): iterative execute→evaluate→re-decompose loop
- OrchestratorConfig: adaptive, max_iterations, quality_threshold
- _evaluate_quality(): LLM-based or rule-based quality scoring (0-1)
- _reexecute_failed(): preserves completed subtask results, retries
  failed ones with improvement feedback injected into input_data
- OrchestrationResult.metadata field for tracking iteration history
- 10 new tests, all passing
 2026-06-07 23:50:54 +08:00
chiguyong 7054ac02b6 feat(tools): add AskHumanTool + token streaming in ReAct execute_stream 
- AskHumanTool: Human-in-the-Loop tool for Chat mode, pushes questions
  via WebSocket callback and waits for user reply via asyncio.Future
- Token streaming: execute_stream() now uses chat_stream() instead of
  chat(), yielding token-type ReActEvents for each StreamChunk
- _build_response_from_stream() static method constructs LLMResponse
  from accumulated stream data
- Export AskHumanTool from tools/__init__.py
- 12 new tests (7 AskHumanTool + 5 token streaming), all passing
 2026-06-07 23:40:43 +08:00
chiguyong 6013d5189b feat(chat): add Chat API routes with REST + WebSocket bidirectional communication 2026-06-07 22:49:26 +08:00
chiguyong 493187782c feat(session): add Session/Message models and SessionManager with InMemory/Redis stores 2026-06-07 22:43:14 +08:00
chiguyong b34b06724d fix(agentkit): resolve all P0/P1/P2/P3 issues from code review 2026-06-07 22:05:18 +08:00
chiguyong 9c04362dba feat(compression): U5 HeadroomRetrieveTool for CCR cache retrieval 
Add HeadroomRetrieveTool that allows LLM to retrieve original
uncompressed data from CCR cache via Function Calling. Auto-registered
when HeadroomCompressor is active and available.
 2026-06-07 18:20:17 +08:00
chiguyong 286804792d feat(compression): U4 ServerConfig compression field and Agent injection 
Add compression config to ServerConfig (following telemetry pattern),
create compressor in create_app, pass through AgentPool to
ConfigDrivenAgent, and inject into ReActEngine.execute() calls.
 2026-06-07 18:20:05 +08:00
chiguyong fcb4fb33f3 feat(compression): U3 ReAct engine tool result compression and incremental compress 
Extend _build_tool_result_message to accept compressor parameter for
tool output compression. Add _should_compress helper for token budget
checking. Add incremental compression within ReAct loop when
conversation exceeds threshold.
 2026-06-07 18:19:53 +08:00