chat-agent — Complete Call Flow & Architecture Documentation

Generated from graphify knowledge graph: 3314 nodes, 8248 edges, 1 communities. Commit: unknown

Architecture Overview CLI & Skill Installers

1. Architecture Overview

Architecture Layers

Layer	Nodes	Communities
CLI & Skill Installers	3314	`unknown`

Core Flow

CLI & Skill Installers

2. CLI & Skill Installers

CLI & Skill Installers groups implementation around langgraph, test, node, tests, mostly in tests/test_pydantic_agent.py, src/assistant/assistantApp.ts, tests/test_chat_nats_release.rb. This section covers 3314 nodes and 8248 internal edges; the diagram shows only representative relationships to stay readable.

%%{init: {"theme": "dark", "themeVariables": {"fontSize": "15.0px", "fontFamily": "Segoe UI, system-ui, sans-serif", "primaryColor": "#1e293b", "primaryTextColor": "#e2e8f0", "primaryBorderColor": "#38bdf8", "secondaryColor": "#0f172a", "tertiaryColor": "#334155", "lineColor": "#64748b", "textColor": "#e2e8f0"}, "flowchart": {"htmlLabels": true, "curve": "basis", "nodeSpacing": 48, "rankSpacing": 64, "padding": 14, "diagramPadding": 10, "useMaxWidth": true}}}%% flowchart LR %% Section: CLI & Skill Installers (3314 nodes, 8248 edges) subgraph cli_skills_docker_check_healthcheck_py_f92f2475["docker/check_healthcheck.py"] chat_agent_docker_check_healthcheck_read_probe_1ec5442d("read_probe()
docker/check_healthcheck.py") chat_agent_docker_check_healthcheck_handler_6aa30bef("Handler
docker/check_healthcheck.py") chat_agent_docker_check_healthcheck_handler_do_g_3efaab8b("do_GET()
docker/check_healthcheck.py") chat_agent_docker_check_healthcheck_handler_log_242fc3f0("log_message()
docker/check_healthcheck.py") chat_agent_docker_check_healthcheck_child_cpu_ms_b2754347("child_cpu_ms()
docker/check_healthcheck.py") chat_agent_docker_check_healthcheck_run_probe_22102728("run_probe()
docker/check_healthcheck.py") end subgraph cli_skills_collect_file_contents_sh_4e14896d["collect_file_contents.sh"] chat_agent_collect_file_contents_sh_entry_a97ecbba("collect_file_contents.sh script
collect_file_contents.sh") chat_agent_collect_file_contents_process_tree_56ec1495("process_tree()
collect_file_contents.sh") chat_agent_collect_file_contents_should_skip_pat_bdf1bb6a("should_skip_path()
collect_file_contents.sh") chat_agent_collect_file_contents_json_entry_0e095e41("json_entry()
collect_file_contents.sh") end subgraph cli_skills_External_generated_0c226fa1["External / generated"] chat_agent_re_43a49d34("re") chat_agent_resource_3c5d2392("resource") end subgraph cli_skills_src_assistant_assistantApp_ts_0bc39c91["src/assistant/assistantApp.ts"] chat_agent_src_front_src_assistant_assistantapp_26feb343("assistantApp.ts") chat_agent_src_front_src_assistant_assistantapp_5cec59d9("AssistantApp
src/assistant/assistantApp.ts") end chat_agent_src_agent_agent_63b26ee3("agent.py") chat_agent_src_agent_service_fdd65ef6("service.py") chat_agent_src_langgraph_rb_lib_src_langgraph_rb_ed0194fa("SrcLanggraphRb::DSL::GraphBuilder
src_langgraph_rb/dsl/graph_builder.rb") chat_agent_src_llm_service_e71a92b7("service.py") chat_agent_collect_file_contents_sh_entry_a97ecbba -->|calls| chat_agent_collect_file_contents_process_tree_56ec1495 chat_agent_collect_file_contents_sh_entry_a97ecbba -->|calls| chat_agent_collect_file_contents_should_skip_pat_bdf1bb6a chat_agent_collect_file_contents_sh_entry_a97ecbba -->|calls| chat_agent_collect_file_contents_json_entry_0e095e41 chat_agent_docker_check_healthcheck_read_probe_1ec5442d -->|calls| chat_agent_re_43a49d34 chat_agent_docker_check_healthcheck_handler_6aa30bef -->|method| chat_agent_docker_check_healthcheck_handler_do_g_3efaab8b chat_agent_docker_check_healthcheck_handler_6aa30bef -->|method| chat_agent_docker_check_healthcheck_handler_log_242fc3f0 chat_agent_docker_check_healthcheck_child_cpu_ms_b2754347 -->|calls| chat_agent_resource_3c5d2392 chat_agent_docker_check_healthcheck_run_probe_22102728 -->|calls| chat_agent_docker_check_healthcheck_child_cpu_ms_b2754347 chat_agent_src_agent_service_fdd65ef6 -->|imports| chat_agent_src_agent_agent_63b26ee3 %% Omitted for readability: 3296 nodes, 0 edges class chat_agent_docker_check_healthcheck_read_probe_1ec5442d function; class chat_agent_docker_check_healthcheck_handler_6aa30bef klass; class chat_agent_docker_check_healthcheck_handler_do_g_3efaab8b function; class chat_agent_docker_check_healthcheck_handler_log_242fc3f0 function; class chat_agent_docker_check_healthcheck_child_cpu_ms_b2754347 function; class chat_agent_docker_check_healthcheck_run_probe_22102728 function; class chat_agent_collect_file_contents_sh_entry_a97ecbba function; class chat_agent_collect_file_contents_process_tree_56ec1495 function; class chat_agent_collect_file_contents_should_skip_pat_bdf1bb6a function; class chat_agent_collect_file_contents_json_entry_0e095e41 function; class chat_agent_re_43a49d34 function; class chat_agent_resource_3c5d2392 function; class chat_agent_src_front_src_assistant_assistantapp_26feb343 module; class chat_agent_src_front_src_assistant_assistantapp_5cec59d9 klass; class chat_agent_src_agent_agent_63b26ee3 module; class chat_agent_src_agent_service_fdd65ef6 module; class chat_agent_src_langgraph_rb_lib_src_langgraph_rb_ed0194fa klass; class chat_agent_src_llm_service_e71a92b7 module; classDef entry fill:#422006,stroke:#fbbf24,color:#fde68a,stroke-width:1px; classDef api fill:#450a0a,stroke:#f87171,color:#fee2e2,stroke-width:1px; classDef async fill:#2e1065,stroke:#a78bfa,color:#ede9fe,stroke-width:1px; classDef klass fill:#064e3b,stroke:#34d399,color:#d1fae5,stroke-width:1px; classDef ui fill:#831843,stroke:#f472b6,color:#fce7f3,stroke-width:1px; classDef module fill:#172554,stroke:#60a5fa,color:#dbeafe,stroke-width:1px; classDef test fill:#3f3f46,stroke:#a1a1aa,color:#f4f4f5,stroke-width:1px; classDef concept fill:#292524,stroke:#a8a29e,color:#fafaf9,stroke-dasharray:4 3; classDef function fill:#0f172a,stroke:#38bdf8,color:#e0f2fe,stroke-width:1px;

Call Details

#	Node	Type	Caller	Callees	Description
1	`collect_file_contents.sh` collect_file_contents.sh	Function	External entry / no inbound edge	No direct outbound edge	collect_file_contents.sh node in collect_file_contents.sh.
2	`collect_file_contents.sh script` collect_file_contents.sh	Function	External entry / no inbound edge	`json_entry()` collect_file_contents.sh `process_tree()` collect_file_contents.sh `should_skip_path()` collect_file_contents.sh	collect_file_contents.sh script node in collect_file_contents.sh.
3	`process_tree()` collect_file_contents.sh	Function	`collect_file_contents.sh script` collect_file_contents.sh	No direct outbound edge	process_tree() node in collect_file_contents.sh.
4	`should_skip_path()` collect_file_contents.sh	Function	`collect_file_contents.sh script` collect_file_contents.sh	No direct outbound edge	should_skip_path() node in collect_file_contents.sh.
5	`json_entry()` collect_file_contents.sh	Function	`collect_file_contents.sh script` collect_file_contents.sh	No direct outbound edge	json_entry() node in collect_file_contents.sh.
6	`check_healthcheck.py` docker/check_healthcheck.py	Module	External entry / no inbound edge	`argparse` `http_server` `json` +8 more	Module file in docker/check_healthcheck.py.
7	`read_probe()` docker/check_healthcheck.py	Function	`check()` docker/check_healthcheck.py	`re`	read_probe() node in docker/check_healthcheck.py.
8	`Handler` docker/check_healthcheck.py	Class	External entry / no inbound edge	`do_GET()` docker/check_healthcheck.py `log_message()` docker/check_healthcheck.py	Handler node in docker/check_healthcheck.py.
9	`BaseHTTPRequestHandler`	Class	External entry / no inbound edge	No direct outbound edge	BaseHTTPRequestHandler node in project.
10	`.do_GET()` docker/check_healthcheck.py	Function	`Handler` docker/check_healthcheck.py	No direct outbound edge	.do_GET() node in docker/check_healthcheck.py.
11	`.log_message()` docker/check_healthcheck.py	Function	`Handler` docker/check_healthcheck.py	No direct outbound edge	.log_message() node in docker/check_healthcheck.py.
12	`child_cpu_ms()` docker/check_healthcheck.py	Function	`run_probe()` docker/check_healthcheck.py	`resource`	child_cpu_ms() node in docker/check_healthcheck.py.
13	`run_probe()` docker/check_healthcheck.py	Function	`check()` docker/check_healthcheck.py	`child_cpu_ms()` docker/check_healthcheck.py `subprocess` `time`	run_probe() node in docker/check_healthcheck.py.
14	`check()` docker/check_healthcheck.py	Function	External entry / no inbound edge	`json` `read_probe()` docker/check_healthcheck.py `run_probe()` docker/check_healthcheck.py +2 more	check() node in docker/check_healthcheck.py.
15	`Exercise the Dockerfile's exact shell probe; export numbers, never HTTP bodies.` docker/check_healthcheck.py	Concept	External entry / no inbound edge	No direct outbound edge	Design note for Exercise the Dockerfile's exact shell probe; export numbers, never HTTP bodies..
16	`filter-build-phase.rb` docker/filter-build-phase.rb	Module	External entry / no inbound edge	No direct outbound edge	filter-build-phase.rb node in docker/filter-build-phase.rb.
17	`50-settings.sh` front/nginx/50-settings.sh	Function	External entry / no inbound edge	No direct outbound edge	50-settings.sh node in front/nginx/50-settings.sh.
18	`50-settings.sh script` front/nginx/50-settings.sh	Function	External entry / no inbound edge	`emit_setting()` front/nginx/50-settings.sh	50-settings.sh script node in front/nginx/50-settings.sh.
19	`emit_setting()` front/nginx/50-settings.sh	Function	`50-settings.sh script` front/nginx/50-settings.sh	No direct outbound edge	emit_setting() node in front/nginx/50-settings.sh.
20	`local_build.sh` docker/local_build.sh	Function	External entry / no inbound edge	No direct outbound edge	local_build.sh node in docker/local_build.sh.
21	`local_build.sh script` docker/local_build.sh	Function	External entry / no inbound edge	No direct outbound edge	local_build.sh script node in docker/local_build.sh.
22	`CI_PIPELINE_ID` docker/local_build.sh	Class	External entry / no inbound edge	No direct outbound edge	CI_PIPELINE_ID node in docker/local_build.sh.
23	`CI_PIPELINE_IID` docker/local_build.sh	Class	External entry / no inbound edge	No direct outbound edge	CI_PIPELINE_IID node in docker/local_build.sh.
24	`CI_REGISTRY_HOST` docker/local_build.sh	Class	External entry / no inbound edge	No direct outbound edge	CI_REGISTRY_HOST node in docker/local_build.sh.
25	`mirror-postgres.rb` docker/mirror-postgres.rb	Module	External entry / no inbound edge	No direct outbound edge	mirror-postgres.rb node in docker/mirror-postgres.rb.
26	`manifest()` docker/mirror-postgres.rb	Function	External entry / no inbound edge	No direct outbound edge	manifest() node in docker/mirror-postgres.rb.
27	`entrypoint-with-migrations.sh` docker/postgres/entrypoint-with-migrations.sh	Function	External entry / no inbound edge	No direct outbound edge	entrypoint-with-migrations.sh node in docker/postgres/entrypoint-with-migrations.sh.
28	`entrypoint-with-migrations.sh script` docker/postgres/entrypoint-with-migrations.sh	Function	External entry / no inbound edge	No direct outbound edge	entrypoint-with-migrations.sh script node in docker/postgres/entrypoint-with-migrations.sh.
29	`src_agent/__init__.py` src_agent/__init__.py	Module	External entry / no inbound edge	No direct outbound edge	Module file in src_agent/__init__.py.
30	`src_agent/agent.py` src_agent/agent.py	Module	`service.py` src_agent/service.py `test_agent_persistence.py` tests/test_agent_persistence.py	`__init__.py` src_shared/contracts/__init__.py `AgentInboundRequest` src_shared/contracts/agent.py `AgentInboundResponse` src_shared/contracts/agent.py +38 more	Module file in src_agent/agent.py.

Key Files

File	Coverage
`tests/test_pydantic_agent.py`	68 nodes
`src/assistant/assistantApp.ts`	56 nodes
`tests/test_chat_nats_release.rb`	52 nodes
`stack/chat_nats_release.rb`	43 nodes
`src_langgraph_rb/dsl/graph_builder.rb`	42 nodes
`src_langgraph_rb/runtime/compute_ops.rb`	41 nodes
`src_agent/service.py`	39 nodes
`tests/test_release.rb`	38 nodes

Design Notes

This section comes from graphify community clustering. Relationship summary: calls x2792, method x1467, contains x1130, imports x1089. The diagram prioritizes high-confidence calls or usage relationships; the table keeps the broader node inventory.

Project Statistics

Graph

Nodes	3314
Edges	8248
Hyperedges	0
Communities	1
Documented Sections	1

Edge Confidence

EXTRACTED	7603
INFERRED	645
AMBIGUOUS	0

chat-agent — Architecture Documentation

Generated: 2026-10-08 00:30 UTC · graphify callflow-html