8dc5354fa430ad7cf08bfe796b033fe8e290da89
- Add /api/chat/stream endpoint with Server-Sent Events (SSE) for real-time message streaming * Implement StreamEvent types (thought, tool_call, tool_result, final, error) * Add StreamEventCallback mechanism for event propagation * Create StreamChatHandler in webui/bot with proper HTTP headers and flushing - Implement LLM-based skill router for intelligent capability selection * Add optional routerLLM client for semantic routing * Implement routeSkillsWithLLM() to match user intent to available skills * Add matchSkillsByName() for fuzzy skill matching * Update buildUnifiedSystemPrompt() to use routed skills - Add streaming support to ReAct pipeline * Implement runUnifiedReActStream() for streaming thought/action/observation * Emit StreamEvent at each ReAct step * Support callback error handling in streaming mode - Integrate three new DevOps tools * tools/filedoc: Extract document content from file_id via OpenAI * tools/giteaticket: Create Gitea issues from PI plan items with SAFe metadata * tools/piplan: Publish PI planning blueprints with dependency tracking - Add SAFe PI Planning skill * Implement PM/SA/RTE (iron triangle) workflow * Support for Feature, Enabler, and Dependency definition * Automatic task decomposition and Gitea integration - Create frontend integration documentation * Complete SSE protocol specification * TypeScript fetch + ReadableStream example * LLM-ready refactoring template for other projects - Simplify file handling * Remove legacy file context structures and dual-mode processing * Consolidate file operations into UploadAndCacheFiles() * Remove FilePromptMode configuration and related complexity - Update configuration * Add Router model support (LLM_ROUTER_MODEL) * Add Gitea configuration (BaseURL, Token, Owner, Repo) * WebSearch and additional tool infrastructure Tests: All 22 test packages passing, 8/8 webui tests including 3 new stream tests
LaodingBot (MVP)
Go-based personal Telegram Agent with:
- Telegram polling transport
- OpenAI-compatible LLM client
- SQLite conversation memory + simple compression
- Tool registry with built-in
file,shell, andgittools - Default-deny security policy via allowlists
- Soul markdown loading for bot personality
- Skills markdown loading for capability context
- ReAct decision loop with automatic tool execution
Now supports mutually exclusive message channels:
telegram(long polling)feishu(official SDK websocket long connection)
Quick Start
- Prepare env variables (see
configs/env.sample).- The app auto-loads
configs/env(or.env) if present. - You can also set
CONFIG_ENV_FILE=/path/to/env. - Process environment variables override file values.
- The app auto-loads
- Choose exactly one channel with
MESSAGE_CHANNEL=telegram|feishu.- If
telegram: setTELEGRAM_BOT_TOKEN, keepFEISHU_*empty. - If
feishu: setFEISHU_APP_IDandFEISHU_APP_SECRET, keepTELEGRAM_BOT_TOKENempty.
- If
- Set log level with
LOG_LEVEL=debug|info|warn|error.- To inspect full skill/tool execution content and detailed ReAct step traces, use
LOG_LEVEL=debug.
- To inspect full skill/tool execution content and detailed ReAct step traces, use
- Configure knowledge and reasoning:
SOUL_PATHfor bot personality markdown.SKILLS_DIRfor skills markdown directory.REACT_MAX_STEPSfor maximum ReAct steps.
- Create runtime directories:
mkdir -p data workspace
- Run:
go mod tidy
go run ./cmd/bot
Telegram Usage
- Normal text enters unified agent pipeline:
- Receive message and load recent memory context
- Match relevant skill(s) from
skills/ - If no skill matched, respond via direct LLM
- If skill matched, run ReAct and call tools (
shell/file/git) only when needed - Return final answer
- No
/tool ...command is required for normal use.
Feishu Usage
- Bot uses Feishu official SDK long connection (
ws) to subscribeim.message.receive_v1text events. - Received text is forwarded to the same agent pipeline and replied back to the same chat.
Knowledge Files
- Soul file default path:
bot_context/soul.md - Skills directory default path:
skills/ - Skill format uses subdirectories:
skills/<skill_name>/skill.md
Security Notes
shellonly allows commands listed inALLOWED_COMMANDS.fileonly allows paths insideALLOWED_DIRS.gitonly allows common git subcommands and runs insideWORK_DIR.- Working directory for shell is limited by
WORK_DIR.
Next Iteration
- Add skill runtime (process-level hot-plug via RPC)
- Add bootstrap pipeline (generate -> vet/test -> sandbox run -> register)
- Add approval gate for risky commands
Description
Languages
Go
99.4%
Shell
0.3%
Dockerfile
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