debug: trace LLM raw output, tool calls, history rows, system prompt env

wwwroot/api/cockpit_chat.dspy

@@ -479,6 +479,7 @@ if action == 'send_message':
             repos_str = ', '.join([r['n'] for r in ctx['repos']]) or '无'
             env_text = f"【当前项目: {ctx['pname'] or '未选择'}】— 所有操作在当前项目内完成\n工作空间: {ctx['ws'] or '未设置'} | 仓库: {repos_str}"
             system = AGENT_PROMPT.replace('__TOOLS__',TOOLS_TEXT).replace('__ENV__',env_text)
+            debug(f"SYSTEM PROMPT env: {env_text}")
             msgs = [{"role":"system","content":system}]
             # Load history scoped to current project (via iteration_id = project_id)
             sql = "SELECT role,content FROM pipeline_conversations WHERE created_by=${u}$ ORDER BY created_at ASC LIMIT 20"
@@ -486,7 +487,9 @@ if action == 'send_message':
             if ctx['pid']:
                 sql = "SELECT role,content FROM pipeline_conversations WHERE created_by=${u}$ AND iteration_id=${p}$ ORDER BY created_at ASC LIMIT 20"
                 params = {"u":uid,"p":ctx['pid']}
-            for h in (await sor.sqlExe(sql, params) or []):
+            hist_rows = await sor.sqlExe(sql, params)
+            debug(f"HISTORY: loaded {len(hist_rows or [])} rows, project={ctx['pid'][:8] if ctx['pid'] else 'none'}")
+            for h in (hist_rows or []):
                 c = getattr(h,'content','') or ''
                 r = getattr(h,'role','') or ''
                 # Skip raw tool_call JSON — prevents LLM from mimicking old tool calls
@@ -500,11 +503,13 @@ if action == 'send_message':
             for turn in range(10):
                 raw = await _call_llm(model, msgs, 0.4)
                 act = _parse(raw)
+                debug(f"LLM turn {turn}: raw={raw[:200]}, action={act.get('action','?')}, tool={act.get('tool','?')}")
                 if act.get('action') == 'reply':
                     agent_reply = act.get('message', raw); break
                 if act.get('action') == 'tool_call':
                     tool = act.get('tool','')
                     label = _tool_labels.get(tool,tool)
+                    debug(f"TOOL CALL: {tool} params={act.get('params',{})}")
                     d = json.dumps(_w_progress(f"🔄 {label}..."), ensure_ascii=False)+'\n'
                     debug(f"YIELD progress: {d[:60]}")
                     yield d