// cockpit_chat.dspy - SDLC Agent Loop v3 (JSON, no streaming) import aiohttp, json, os action = (params_kw or {}).get('action', 'list_messages') dbname = get_module_dbname('pipeline-sdlc') AGENT_PROMPT = """你是开发产线驾驶舱 Agent，负责软件工程全生命周期管理。 ## 输出格式（每条消息二选一） 1. {"action":"tool_call","tool":"工具名","params":{"参数":"值"}} 2. {"action":"reply","message":"回复内容（中文，简洁专业）"} 规则：需要数据时调工具，不要编造；一个消息一个动作。 ## 工具 __TOOLS__ ## 当前环境 __ENV__""" TOOLS = [ {"name":"switch_project","description":"切换项目","params":{"project":"名称或关键字"}}, {"name":"create_project","description":"创建项目","params":{"name":"名称","description":"描述(可选)"}}, {"name":"create_task","description":"提交任务","params":{"title":"标题","description":"详细描述","role":"requirement/design/develop/test/deploy"}}, {"name":"list_tasks","description":"列出任务","params":{"state":"状态(可选)"}}, {"name":"add_repo","description":"关联仓库","params":{"url":"git地址","name":"名称(可选)"}}, {"name":"list_repos","description":"列出仓库","params":{}}, {"name":"check_progress","description":"检查项目进度","params":{"task_id":"任务ID(可选)"}}, {"name":"add_bug","description":"报告Bug","params":{"title":"标题","description":"描述","severity":"严重程度(可选)"}}, {"name":"list_bugs","description":"列出Bug","params":{}}, {"name":"get_deliverable","description":"获取交付件","params":{"task_id":"任务ID"}}, {"name":"shell_exec","description":"执行shell","params":{"command":"命令","workdir":"工作目录(可选)"}}, {"name":"list_skills","description":"列出技能","params":{}}, ] TOOLS_TEXT = json.dumps(TOOLS, ensure_ascii=False, indent=2) def _security_scan(text): t = (text or '').lower() for kw in ('drop table','drop database','truncate','rm -rf','密钥','api_key'): if kw in t: return True, '危险操作/提示注入' return False, '' def _guess_role(title): t = (title or '').lower() for kw,role in [('需求','requirement'),('设计','design'),('开发','develop'),('实现','develop'),('编码','develop'),('测试','test'),('部署','deploy'),('发布','deploy')]: if kw in t: return role return 'develop' async def _find_project(sor, name): if not name: return None recs = await sor.sqlExe("SELECT id,name FROM sd_projects WHERE name=${n}$",{"n":name}) if recs: return recs[0] allp = await sor.sqlExe("SELECT id,name FROM sd_projects ORDER BY created_at DESC",{}) kw = name.lower() for r in (allp or []): if kw in (getattr(r,'name','') or '').lower(): return r return None async def _load_ctx(sor, uid): recs = await sor.sqlExe("SELECT current_project_id FROM pipeline_agent_settings WHERE user_id=${u}$",{"u":uid}) ctx = {'pid':'','pname':'','ws':'','skills_dir':'','repos':[]} if not recs: return ctx ctx['pid'] = getattr(recs[0],'current_project_id','') or '' if ctx['pid']: projs = await sor.sqlExe("SELECT name,workspace_dir,org_id FROM sd_projects WHERE id=${p}$",{"p":ctx['pid']}) if projs: ctx['pname'] = getattr(projs[0],'name','') ctx['ws'] = getattr(projs[0],'workspace_dir','') or '' oid = getattr(projs[0],'org_id','') or '0' orgs = await sor.sqlExe("SELECT skills_dir FROM sd_org_settings WHERE org_id=${o}$",{"o":oid}) if orgs: ctx['skills_dir'] = getattr(orgs[0],'skills_dir','') or '' repos = await sor.sqlExe("SELECT repo_name,repo_url FROM sd_project_repos WHERE project_id=${p}$",{"p":ctx['pid']}) ctx['repos'] = [{'n':r.repo_name,'u':r.repo_url} for r in (repos or [])] return ctx async def _save_ctx(sor, uid, pid): ex = await sor.sqlExe("SELECT id FROM pipeline_agent_settings WHERE user_id=${u}$",{"u":uid}) if ex: await sor.sqlExe("UPDATE pipeline_agent_settings SET current_project_id=${p}$ WHERE user_id=${u}$",{"p":pid or '','u':uid}) else: await sor.C('pipeline_agent_settings',{'id':getID(),'user_id':uid,'default_llm_id':'','current_project_id':pid or '','current_iteration_id':''}) async def _sel_model(sor, pref): if pref: recs = await sor.sqlExe("SELECT id,name,provider,model_id,api_base,api_key FROM llm WHERE (id=${l}$ OR name=${l}$) AND status='active'",{"l":pref}) if recs: return recs[0] recs = await sor.sqlExe("SELECT id,name,provider,model_id,api_base,api_key FROM llm WHERE status='active' LIMIT 1",{}) return recs[0] if recs else None async def _call_llm(model, msgs, temp): hdrs = {"Authorization": f"Bearer {model.api_key or ''}", "Content-Type": "application/json"} payload = {"model": model.model_id, "messages": msgs, "temperature": temp} to = aiohttp.ClientTimeout(total=180) async with aiohttp.ClientSession(timeout=to) as s: async with s.post(f"{model.api_base.rstrip('/')}/chat/completions", headers=hdrs, json=payload) as r: if r.status != 200: raise ValueError(f"LLM {r.status}: {(await r.text())[:300]}") return (await r.json())["choices"][0]["message"]["content"] def _parse(raw): raw = (raw or "").strip() if raw.startswith("```"): raw = raw.split("\n",1)[1].rsplit("```",1)[0].strip() try: d = json.loads(raw) if isinstance(d,dict) and 'action' in d: return d except: pass return {"action":"reply","message":raw} async def _exec_tool(sor, tool, params, ctx, uid, org_id): p = params or {} try: if tool == 'switch_project': proj = await _find_project(sor, p.get('project','')) if proj: await _save_ctx(sor, uid, proj.id) ctx['pid'] = proj.id; ctx['pname'] = proj.name return 'OK: 已切换到「' + proj.name + '」' allp = await sor.sqlExe("SELECT name FROM sd_projects ORDER BY created_at DESC LIMIT 15",{}) return 'FAIL: 未找到。可用: ' + ', '.join([getattr(r,'name','') for r in (allp or [])]) elif tool == 'create_project': name = p.get('name','')[:80] if not name: return 'FAIL: 缺少项目名称' ex = await sor.sqlExe("SELECT id FROM sd_projects WHERE name=${n}$",{"n":name}) if ex: return 'FAIL: 已存在' pid = getID(); ws = os.path.expanduser(f'~/pipeline_ws/{name}') os.makedirs(ws, exist_ok=True) await sor.C('sd_projects',{'id':pid,'name':name,'description':p.get('description',''),'project_type':'software','org_id':org_id,'created_by':uid,'status':'active','workspace_dir':ws}) iid = getID() await sor.C('sd_iterations',{'id':iid,'project_id':pid,'iteration_name':'默认迭代','iteration_type':'sprint','org_id':org_id,'created_by':uid,'status':'active'}) await _save_ctx(sor, uid, pid) ctx['pid'] = pid; ctx['pname'] = name return f'OK: 项目「{name}」已创建 ({ws})' elif tool == 'create_task': if not ctx['pid']: return 'FAIL: 请先切换到项目' title = p.get('title','')[:100] if not title: return 'FAIL: 缺少标题' role = p.get('role','') or _guess_role(title) tp = {'description':p.get('description',''),'project_id':ctx['pid']} r = await pipeline_role_submit(ctx['pid'],'role_task',uid,title,tp,role) rd = json.loads(r) if rd.get('success'): return f"OK: 任务「{title}」已创建 (角色:{role})" return f"FAIL: {rd.get('message','')}" elif tool == 'check_progress': if not ctx['pid']: return 'FAIL: 请先切换到项目' tid = p.get('task_id','') if tid: ts = await sor.sqlExe("SELECT title,state,role FROM pipeline_tasks WHERE id=${t}$",{"t":tid}) if not ts: return 'FAIL: 任务不存在' t = ts[0]; return f"[{t.state}][{t.role}] {t.title}" ts = await sor.sqlExe("SELECT state,count(*)c FROM pipeline_tasks WHERE tenant_id=${p}$ GROUP BY state",{"p":ctx['pid']}) summary = ', '.join([f"{r.state}:{r.c}" for r in (ts or [])]) ags = await sor.sqlExe("SELECT role_name,status FROM pipeline_project_agents WHERE project_id=${p}$",{"p":ctx['pid']}) al = ', '.join([f"{r.role_name}({r.status})" for r in (ags or [])]) ds = await sor.sqlExe("SELECT deliverable_type,title,review_status FROM pipeline_deliverables WHERE project_id=${p}$ ORDER BY created_at DESC LIMIT 3",{"p":ctx['pid']}) dl = '\n'.join([f"[{d.deliverable_type}] {d.title[:40]}({d.review_status})" for d in (ds or [])]) return f"任务: {summary or '无'}\nAgent: {al or '未配置'}\n交付:\n{dl or '无'}" elif tool == 'list_tasks': if not ctx['pid']: return 'FAIL: 请先切换到项目' sf = p.get('state','') sql = "SELECT title,state,role FROM pipeline_tasks WHERE tenant_id=${p}$" if sf: sql += " AND state=${s}$" sql += " ORDER BY created_at DESC LIMIT 20" ts = await sor.sqlExe(sql, {"p":ctx['pid'],"s":sf} if sf else {"p":ctx['pid']}) if not ts: return '当前无任务' em = {'submitted':'⏳','running':'🔄','review':'👀','approved':'✅','completed':'🏁','failed':'❌'} return '\n'.join([f"{em.get(t.state,'?')}[{t.state}][{t.role}]{t.title}" for t in ts]) elif tool == 'add_repo': if not ctx['pid']: return 'FAIL: 请先切换到项目' url = p.get('url','') if not url: return 'FAIL: 请提供仓库地址' name = p.get('name','') or url.rstrip('/').split('/')[-1].replace('.git','') ex = await sor.sqlExe("SELECT id FROM sd_project_repos WHERE project_id=${p}$ AND repo_url=${u}$",{"p":ctx['pid'],"u":url}) if ex: return '仓库已关联' await sor.C('sd_project_repos',{'id':getID(),'project_id':ctx['pid'],'repo_name':name,'repo_url':url,'default_branch':'main','local_path':'','org_id':org_id}) ctx['repos'].append({'n':name,'u':url}) return f'OK: 已关联 {name}' elif tool == 'list_repos': if not ctx['pid']: return 'FAIL: 请先切换到项目' rs = await sor.sqlExe("SELECT repo_name,repo_url FROM sd_project_repos WHERE project_id=${p}$",{"p":ctx['pid']}) return '\n'.join([f"{r.repo_name}: {r.repo_url}" for r in rs]) if rs else '暂无仓库' elif tool == 'add_bug': if not ctx['pid']: return 'FAIL: 请先切换到项目' title = p.get('title','')[:100] if not title: return 'FAIL: 缺少标题' await sor.C('sd_bugs',{'id':getID(),'iteration_id':'','title':title,'description':p.get('description',''),'severity':p.get('severity','major'),'priority':'P1','status':'open','reporter_type':'human','reporter_id':uid}) return f'OK: Bug已记录: {title}' elif tool == 'list_bugs': bs = await sor.sqlExe("SELECT title,severity,status FROM sd_bugs ORDER BY created_at DESC LIMIT 20",{}) return '\n'.join([f"[{b.severity}] {b.title}({b.status})" for b in bs]) if bs else '暂无Bug' elif tool == 'get_deliverable': tid = p.get('task_id','') if not tid: return 'FAIL: 请提供任务ID' ds = await sor.sqlExe("SELECT deliverable_type,title,content FROM pipeline_deliverables WHERE task_id=${t}$ ORDER BY created_at DESC LIMIT 1",{"t":tid}) if not ds: return '无交付件' d = ds[0]; return f"[{d.deliverable_type}] {d.title}\n{(d.content or '')[:3000]}" elif tool == 'shell_exec': cmd = p.get('command',''); wd = p.get('workdir','') or ctx.get('ws','') if not cmd: return 'FAIL: 请提供命令' r = await shell_exec(cmd, workdir=wd, timeout=120) return f"OK:\n{r['stdout'][:2000]}" if r['rc']==0 else f"FAIL({r['rc']}):\n{r['stderr'][:1000]}" elif tool == 'list_skills': sd = ctx.get('skills_dir','') if not sd or not os.path.isdir(sd): return 'FAIL: Skills目录未配置' found = {} for rd in sorted(os.listdir(sd)): rp = os.path.join(sd,rd) if os.path.isdir(rp): ss = [d for d in os.listdir(rp) if os.path.isdir(os.path.join(rp,d)) and os.path.isfile(os.path.join(rp,d,'SKILL.md'))] if ss: found[rd] = ss return '\n'.join([f"[{r}]{', '.join(sorted(n))}" for r,n in sorted(found.items())]) if found else '无技能' return f'未实现: {tool}' except Exception as e: return f'ERROR: {str(e)[:300]}' if action == 'send_message': message_text = (params_kw or {}).get('message_text','').strip() user_model_id = (params_kw or {}).get('model_id','') if not message_text: return json.dumps({"error":"message_text is required"},ensure_ascii=False) blocked, reason = _security_scan(message_text) if blocked: return json.dumps({"success":True,"agent_reply":f"⚠️ {reason}"},ensure_ascii=False) uid = await get_user() org_id = await get_userorgid() or '0' async with DBPools().sqlorContext(dbname) as sor: ctx = await _load_ctx(sor, uid) model = await _sel_model(sor, user_model_id) if not model: return json.dumps({"success":True,"agent_reply":"❌ 没有可用的LLM模型配置"},ensure_ascii=False) repos_str = ', '.join([r['n'] for r in ctx['repos']]) or '无' env_text = f"项目: {ctx['pname'] or '未选择'}\n仓库: {repos_str}\nSkills: {ctx['skills_dir'] or '未配置'}" system = AGENT_PROMPT.replace('__TOOLS__',TOOLS_TEXT).replace('__ENV__',env_text) history = await sor.sqlExe("SELECT role,content FROM pipeline_conversations ORDER BY created_at ASC LIMIT 20",{}) msgs = [{"role":"system","content":system}] for h in (history or []): msgs.append({"role":'user' if getattr(h,'role','')=='user' else 'assistant',"content":getattr(h,'content','')}) msgs.append({"role":"user","content":message_text}) await sor.C('pipeline_conversations',{'id':getID(),'role':'user','content':message_text,'msg_type':'text','org_id':org_id,'created_by':uid}) agent_reply = '' for turn in range(10): raw = await _call_llm(model, msgs, 0.4) act = _parse(raw) if act.get('action') == 'reply': agent_reply = act.get('message', raw) break if act.get('action') == 'tool_call': tool = act.get('tool','') result = await _exec_tool(sor, tool, act.get('params',{}), ctx, uid, org_id) msgs.append({"role":"assistant","content":raw}) msgs.append({"role":"user","content":f"工具 {tool} 结果:\n{result}"}) continue agent_reply = raw; break if not agent_reply: agent_reply = "处理超时，请简化需求。" await sor.C('pipeline_conversations',{'id':getID(),'role':'agent','content':agent_reply,'msg_type':'text','org_id':org_id,'created_by':'system'}) return json.dumps({"success":True,"agent_reply":agent_reply},ensure_ascii=False) elif action == 'list_messages': async with DBPools().sqlorContext(dbname) as sor: ms = await sor.sqlExe("SELECT role,content,created_at FROM pipeline_conversations ORDER BY created_at ASC LIMIT 100",{}) result = [{"role":getattr(m,'role',''),"content":getattr(m,'content','')} for m in (ms or [])] return json.dumps({"success":True,"messages":result},ensure_ascii=False,default=str) else: return json.dumps({"error":f"Unknown: {action}"},ensure_ascii=False)