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Author SHA1 Message Date
chiguyong 36b0296730 fix: 私董会数据持久化修复 + emoji 移除计划 
- 修复 board_started/expert_speech/round_summary/board_concluded 事件持久化
- 添加 is_board 标记到会话列表和详情接口
- 实现 restoreBoardStateFromMessages 从持久化消息恢复 boardState
- 添加 ChatSidebar 私董会徽章
- 添加 emoji 移除计划文档 (docs/plans/2026-07-02-001)
 2026-07-02 01:07:12 +08:00
Fischer c005642851 refactor: tech debt Wave 3+4 (tools/skills/mcp/rag/calendar/auth/cli/quality/channels/telemetry/session/bus/documents Any 治理) (#11)
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2026-07-01 08:08:36 +08:00
chiguyong 1033346913 refactor(bitable,tools): replace Any with concrete types + Protocol (U4) 
BitableRecord/FormulaResult/SessionState TypeAlias replace dict[str, Any]; _redis/_engine/_session_factory typed as object | None with TYPE_CHECKING Protocol (_RedisLike, _RecalcWorker); Coroutine[Any, Any, Any] retained as legitimate type param.

Baseline 40 : Any occurrences -> 0 across 6 in-scope files (target <=5). Deferred: repository.py/recalc_worker.py/ingestion/* (10 occurrences, separate PR).

ruff clean; 367 passed + 116 skipped (bitable + pipeline_state + tools).
 2026-06-30 22:32:30 +08:00
chiguyong cbbe937940 chore(shell): fix ruff F401/F841 + apply ruff format 
Pre-existing ruff errors surfaced during Wave 4 QC:
- F401: drop unused `TerminalSession` import (only `TerminalSessionManager` is used)
- F841: drop unused `start = time.monotonic()` local in `_execute_standalone`

`ruff format` then reformatted a few long lines in the same file
(frozenset literal, curl exfiltration regex, pipe operators, session.env
call). No behavior change — formatting only.

Why now: shell.py was already touched by U1 (widen
`bash_command_filter`). Leaving known ruff failures in a file this PR
modifies would make future CI gates noisy.
 2026-06-30 11:52:51 +08:00
chiguyong 9e28ab315e feat(U1): widen PhasePolicy bash_command_filter to accept Callable 
Reuses ShellTool._is_dangerous as the default bash filter for PLANNING
and VERIFICATION phases, closing the regex ceiling documented in Wave 3.

- Convert ShellTool._is_dangerous and _is_single_command_dangerous to
  @staticmethod (backward-compatible; instance calls still work via
  Python's descriptor protocol).
- Widen PhasePolicy.bash_command_filter field type to
  dict[PhaseState, Callable[[str], bool] | re.Pattern | None].
- is_bash_command_allowed dispatches on callable vs pattern at call time.
  Empty commands short-circuit to allowed (Wave 3 contract; ShellTool
  emits the clearer empty-command error).
- to_dict serializes callables as <callable> for log readability.
- default_policy() now wires ShellTool._is_dangerous for PLANNING and
  VERIFICATION. _DEFAULT_BASH_FILTER kept for backward compat with
  configs that pass a re.Pattern.
- Tests: characterization tests pin Wave 3 behavior (rm/mv/cp/echo >
  still blocked) plus new edge-case coverage for ceiling closed
  (dd of=/dev/sda, :>file, chain operators, pipe segments).
 2026-06-30 10:39:44 +08:00
Fischer 2b8a7d8909 feat(agent): Wave 3 strategic coupling (G5/G6) (#6)
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2026-06-30 09:17:19 +08:00
chiguyong d7ca6e8065 fix(review): W1 ServerConfig from_dict wiring, W3 internal kwargs filter, N3 status docstring
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Code review fixes for Wave 1:
- W1: ServerConfig.from_dict now wires prompt_cache/streaming/verification sections
  from YAML to constructor (previously these params existed but were never read)
- W3: Tool._validate_input filters _-prefixed kwargs (e.g. _skip_dangerous_check)
  before jsonschema.validate, preventing additionalProperties:false schemas from
  rejecting internal control parameters
- N3: ReActResult.status docstring now lists "empty_fallback" and "verify_failed"

Added test test_internal_kwargs_underscore_prefixed_skipped_by_validation for W3.
 2026-06-29 21:58:40 +08:00
chiguyong c66a7773b5 feat(U1): G3 工具调用 schema 校验 
- base.py 新增 ToolValidationError(error_code/details)与 _validate_input
- safe_execute 在 execute 前用 jsonschema.validate 校验 kwargs
- input_schema=None 跳过校验保持向后兼容
- _execute_tool 优先捕获 ToolValidationError 保留 error_code
- function_tool._infer_schema 修复 VAR_KEYWORD/VAR_POSITIONAL 误入 schema
- test_tool_schema_validation.py 覆盖 R8-R10
 2026-06-29 20:34:14 +08:00
chiguyong 5c15238a5a fix(calendar): 修复 agent 创建日历事件后 UI 不刷新 + 文档化三根因三部曲
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代码修复 (ce-debug):
- CalendarService.create_event 注入 notify_callback，成功后广播 calendar_event_created WS 消息
- app.py 调整 _calendar_ws_sender 闭包定义顺序，注入 CalendarService（与 ReminderScheduler 共享）
- tauri-auth.ts keychain fallback 修复（localStorage 始终作为备份）
- 新增 2 个广播回归测试

文档 (ce-compound + ce-compound-refresh):
- 新增 docs/solutions/ui-bugs/calendar-agent-create-no-refresh.md（第三根因：WS 广播缺失）
- 更新 calendar-capability-and-ui-fixes.md：刷新 test count + 加 Related Issues 前向引用
- 更新 jwt-secret-dev-mode-user-id-mismatch.md：扩展 e2e bullet + 加第三个根因引用
- CONCEPTS.md 新增 Service Broadcast Callback 条目 (Real-Time Fan-Out 节)

测试:
- 新增 E2E 测试套件 (admin/auth-persistence/bitable/calendar/conversation/documents/evolution/settings/skills)
- 新增 tests/e2e/test_api_coverage.py
- CI: .gitea/.github workflows/test.yml
 2026-06-29 02:20:33 +08:00
chiguyong c9ce15fa4b fix(code-review): 修复走查发现的 13 High + Medium 安全/可靠性问题 
代码修复（8 High + 9 Medium）：
- portal.py — C1 IDOR 文档 / C2 类型修复 / C3 WS 连接上限 16 / C4 ws_user_id 早初始化 / M silent swallow 日志化
- auth/middleware.py — C5 WS sid 补齐
- calendar_tool.py — C6 偏移量 ±43200 双向校验 + reminder_channels 类型/白名单校验
- sqlite_conversation_store.py — C7 DELETE 事务回滚
- chat.ts (Pinia) — C8 deleteConversation 清理 pending 缓存
- app.py — M except: pass → logger.debug(exc_info=True)
- Scene6Error.vue — M onUnmounted 清理 setTimeout
- DocumentsTab.vue — M Invalid Date 守卫
- ChatSidebar/RightPanel/TopNav.vue — M aria-label 无障碍标签
- SystemMonitorPanel.vue — M v-else 兜底 + active 边框色 + tablist 键盘导航
- CalendarDrawer.vue — M overflow-y: auto
- CalendarGrid.vue — M ResizeObserver 反馈循环防护
- SkillsTab.vue — M onMounted 始终 fetchSkills

文档修复（5 High + 6 Medium）：
- portal-platform-security-reliability-fixes.md — D2 测试路径 / D3 Root Cause+Impact 章节 / D4 severity: mixed / 标题中文化 / 12 处绝对路径转相对 / P2 #12 数字口径
- AGENTS.md — D5 路由表 22→28 / 专家模板 5→15 / LiteLLM U15 迁移 / 配置查找 fallback
- README.md — 8 处端口 8000→8001

新增测试：
- tests/unit/calendar/test_calendar_tool.py — ponytail 自检断言

验证：
- ruff check (5 文件) — All checks passed
- vue-tsc --noEmit — exit 0
- git stash baseline 验证 — portal 17 个 401 失败为预存在问题

已知限制（预存在）：
- 17 个 portal 测试 401 失败 — 需另起 ce-debug 调查
- README.md 7 处 CostAwareRouter 引用过时 — 文档同步另起任务
 2026-06-28 15:06:41 +08:00
chiguyong 43e9025c6d fix(calendar): 日历能力缺失修复 + UI 布局优化 + 会话404处理 
P0: calendar_tool reminder_rules 未传入 create_event，提醒功能完全失效。P1: chat.ts deleteConversation 未清理 pending + 404 递归保护。P2: app.py 系统提示重复段落 + gui_mode F821 + SystemMonitorPanel flex 布局。P3: portal send_json 快照 + WS connected 清除 is_local + 移除死代码。验证: ruff+pytest 98passed+typecheck 通过。
 2026-06-28 14:24:58 +08:00
chiguyong bbbf9cd40a feat(bitable): add bitable companion service with full P0-P2 fixes 
Bitable is a multi-dimensional table companion service that runs alongside
the main AgentKit server. It provides structured data storage with formula
fields, views, and ingestion pipelines.

Major components:
- Domain models (Pydantic v2): Table, Field, Record, View, RecalcTask
- SQLAlchemy 2 async ORM with independent bitable PostgreSQL schema
- Formula engine: AST parser, DAG, Kahn topological sort, safe eval
- RecalcWorker: atomic task claiming (FOR UPDATE SKIP LOCKED), topo-order
  processing, stale-threshold reaper for crash recovery
- REST API (/api/v1/bitable): tables, fields, records, views, files
- BitableTool: agent-facing tool with batch chunking (500/batch)
- CLI: agentkit bitable subcommands (create, list, import-excel, etc.)
- Frontend: Vue 3 + vxe-table grid with field management, views, filters
- Ingestion: Excel (openpyxl), database reflection, API collector

Security fixes (ce-code-review P0 + ce-debug P1):
- SQL injection prevention (field_id validation, parameterized queries)
- IDOR protection (_check_table_ownership on all table-level endpoints)
- SSRF prevention (URL scheme + private IP validation in parse_excel_url)
- OOM prevention (streaming file upload, batch delete, batch insert)
- Atomic recalc task claiming (FOR UPDATE SKIP LOCKED)
- Formula engine cache invalidation on field changes
- Composite cursor pagination for non-id sort orders
- Batch upsert (eliminates N+1 queries)
- Sync I/O offloaded to thread pool in async contexts
- Internal token auth (X-Internal-Token, hmac.compare_digest)
- PK unique index enforcement

Test coverage: 88 unit tests (95 skipped without Docker)
 2026-06-25 01:09:59 +08:00
chiguyong 3fdee65979 fix(calendar): code review fixes - 23 issues (2 critical, 15 major, 6 minor) 2026-06-24 11:29:23 +08:00
chiguyong 42fe7bcbc9 feat(calendar): U3 agent calendar tool for ReAct integration 
Adds CalendarTool implementing the Tool ABC so the ReAct engine can
create, query, update, and delete events autonomously. Resolves
event_type_name and tag_names (look up or create), sets
source="agent" to distinguish agent-created events from manual ones.

- src/agentkit/tools/calendar_tool.py — CalendarTool(Tool)
- tests/unit/tools/test_calendar_tool.py — 13 tests covering all actions
 2026-06-23 21:56:08 +08:00
chiguyong 47f3bfecfc feat(documents): add document processing capability (U1-U9) 
Implements end-to-end document generation, template filling, and reading:

- DocumentService: unified business layer for create/query/download
- Renderers: Word (Markdown->docx), Excel (Markdown/JSON->xlsx),
  PDF (Markdown->pdf with CJK font), Template (Jinja2 sandbox .docx fill)
- DocumentLoader: read PDF/Word/Excel/Markdown/HTML/text -> Document
- DocumentTool: Agent tool with action=create|read
- REST API: /api/v1/documents (create, upload-template, list, download)
- Frontend: DocumentPanel, DocumentCard, documents Pinia store,
  chat store tool_result detection
- Security: path traversal guard (Path.resolve + relative_to),
  SSTI guard (SandboxedEnvironment), API key auth, 50MB upload limit
- Bug fixes: template path traversal (400 not 500), TemplateRenderer
  lazy-load (no external registration dependency)
- Tests: 168 tests (unit + security + E2E F1/F2/F3 + bug hunt)
- Docs: README section 17, requirements + plan + test-plan docs

Requirements R1-R28 verified, F1-F3 user flows pass.
 2026-06-23 15:05:01 +08:00
chiguyong bc424574c7 fix: Tauri reload, multi-conv blocking, skill install, UI polish
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1) Tauri reload login: main.ts beginStartup before mount + router guard await waitForStartup

2) Multi-conversation blocking: per-conversation Map/Set tracking

3) Skill install: npx --yes + SKILL.md support + path traversal validation

4) Markdown table rendering + 80ms streaming debounce

5) Agent execution UI: structured IStreamingStep

6) auth.py _ensure_db idempotent

Code review fixes: renderTimer cleanup, counter accumulation, memory leak, WS reconnect stale steps
 2026-06-23 11:03:46 +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 b54213b3c6 fix(review): resolve all P0/P1/P2 findings from code review 2026-06-16 09:08:03 +08:00
chiguyong 9caf332e9e fix: ensure agent never returns empty result to user 2026-06-16 08:01:43 +08:00
chiguyong 87c59bb3e2 feat(tools): add SkillSearchTool and improve skill_install workflow 
Add skill_search tool so agent can search for skills before installing.
Update skill_install description to guide LLM to search first.
Update system prompt to use skill_search -> skill_install flow.
This fixes the issue where agent returns empty when asked to find a skill.
 2026-06-16 07:52:04 +08:00
chiguyong 0c63d813dc fix: code review P0/P1 fixes — history param bug, llm dict access, WS ping 
- Fix P0: _build_history_messages(conv.id, message_text) passed string as
  limit param causing TypeError at runtime — removed erroneous second arg
- Fix P0: llm.py /llm/models used attribute access on dict (model_config.max_tokens)
  causing AttributeError — changed to dict.get() access
- Fix P1: Portal WS ignored ping messages — added pong response handler
- Fix: composition.py f-string without placeholders
 2026-06-15 08:30:49 +08:00
chiguyong 99fe4c99f7 fix: comprehensive code review fixes + WS test stability 2026-06-15 08:17:34 +08:00
chiguyong 94c4c8b887 feat: accumulated frontend enhancements, docs, and static assets 
- Frontend view updates (ChatView, EvolutionView, SkillsView, etc.)
- Updated portal routes and chat store
- New frontend components (FilePreview, ToolCallCard, IconNav)
- Updated static build assets
- New test files (merged router, parallel tools, ReWOO fallback)
- Documentation and brainstorm files
- Codegraph and understand-anything artifacts
 2026-06-14 16:35:01 +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 5ef08a3b30 fix(review): comprehensive P0-P2 code review fixes 2026-06-12 22:18:25 +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 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 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 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 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 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 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 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 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 239009357a feat(telemetry): U7 OpenTelemetry integration with zero-dependency no-op pattern 
Add telemetry module with tracing (agent/tool/llm/pipeline_step spans),
metrics (5 histograms/counters), and setup with optional OTLP exporters.
Uses no-op pattern when opentelemetry not installed. GenAI Semantic
Conventions for LLM spans. Integrated into ReactEngine, LLMGateway,
ToolBase, and FastAPI app.
 2026-06-07 17:26:21 +08:00
chiguyong 2e547e345a feat(geo): U4 GEO skill tool binding with BaiduSearch and E2E tests 
Add BaiduSearchTool (API mode + scraping fallback), bind tools to
GEO skill YAML configs (baidu_search, web_crawl, schema_extract,
schema_generate), extend geo_full_pipeline with generate_content
and deai steps, add 36 E2E integration tests.
 2026-06-07 17:25:37 +08:00
chiguyong 9ec1740047 feat(tools): U3 built-in Python tools - WebCrawl, SchemaExtract, SchemaGenerate 
Add WebCrawlTool (Crawl4AI wrapper with graceful degradation),
SchemaExtractTool (extruct-based Schema.org extraction), and
SchemaGenerateTool (JSON-LD generation with optional pydantic-schemaorg
validation). All tools work without optional dependencies.
 2026-06-07 17:25:24 +08:00
chiguyong d73a3391ab feat(tools): add MCPTool, SequentialChain, ParallelFanOut, DynamicSelector 
- MCPTool: call remote MCP tools via MCPClient
- SequentialChain: chain tools with output-to-input piping
- ParallelFanOut: execute tools concurrently with merge strategies
- DynamicSelector: keyword/LLM-based tool selection
- 14 new tests, total 70 passing
 2026-06-04 22:42:22 +08:00
chiguyong 2ddffcdf37 chore: add .gitignore and remove cached files 2026-06-04 22:28:44 +08:00
chiguyong cc3dfd44e3 fix: switch to setuptools for Python 3.14 compatibility 2026-06-04 22:27:06 +08:00
chiguyong 9a6d6fee4e feat: initial fischer-agentkit package with unified agent architecture 
- BaseAgent with handle_task() pattern (execute template moved up)
- Protocol: TaskMessage, TaskResult, HandoffMessage, EvolutionEvent
- Tool system: FunctionTool, AgentTool, ToolRegistry with versioning
- Memory system: WorkingMemory (Redis), EpisodicMemory (pgvector), SemanticMemory (RAG adapter), MemoryRetriever (hybrid)
- Evolution engine: Reflector, PromptOptimizer (DSPy-style), StrategyTuner, ABTester, EvolutionStore
- Orchestrator: PipelineEngine (parallel DAG), PipelineLoader (YAML), HandoffManager, DynamicPipeline
- MCP: Server (FastAPI), Client (httpx), MCPTool
- Prompts: PromptTemplate, PromptSection
- Exceptions: full hierarchy including Tool, Schema, Handoff, Evolution errors
- Tests: unit tests for core, tools, protocol, evolution, pipeline
 2026-06-04 22:24:06 +08:00