beam-ai-team/beam-graph-edit

Beam Graph Edit

Edit Beam agent graph nodes and push changes reliably via the PUT full-graph approach.

Purpose

Modify prompts, input/output parameter descriptions, and node configurations on live Beam agents. Uses the safe GET-clean-modify-PUT cycle.

---

Prerequisites

• Beam configured (.env has BEAM_API_KEY and BEAM_WORKSPACE_ID)
• Agent name or ID
• What to change (prompt text, param description, etc.)

---

Workflow

Step 0: Pre-Flight

/usr/local/bin/python3.13 00-system/skills/beam/beam-master/scripts/check_beam_config.py --json

If not configured, follow beam-master setup.

Step 1: Identify Agent

If user provides name but not ID:

/usr/local/bin/python3.13 00-system/skills/beam/beam-master/scripts/list_agents.py --json

Match by name, confirm with user, note the agent ID.

Step 2: GET Graph and Show Summary

/usr/local/bin/python3.13 00-system/skills/beam/beam-master/scripts/get_agent_graph.py --agent-id AGENT_ID --json

Parse the response. Show user a summary:

Graph for: [Agent Name]
Nodes: [count]

 #  | Objective                    | toolFunctionName
----|------------------------------|---------------------------
 1  | Identify department          | GPTAction_Custom_Dept_Xxx
 2  | Process email input          | GPTAction_Custom_Proc_Yyy
 3  | Send escalation email        | MicrosoftOutlookCC_Zzz

Use beam_graph_utils.summarize_graph() for this.

Step 3: Confirm Target and Changes

Ask user:

• Which node(s) to modify (by # or toolFunctionName)
• What to change: prompt, input param description, or output param description

Step 4: Load Gotchas

Before making changes, read:

00-system/skills/beam/beam-master/references/graph-push-gotchas.md

Step 5: Apply Changes

Write a Python snippet using beam_graph_utils:

import sys, json
sys.path.insert(0, '00-system/skills/beam/beam-master/scripts')
from beam_client import get_client
from beam_graph_utils import (
    prepare_graph_for_put,
    find_node_by_tool_function,
    update_node_prompt,
    update_param_description,
)

AGENT_ID = "..."
client = get_client()

# GET and clean
response = client.get(f'/agent-graphs/{AGENT_ID}')
payload = prepare_graph_for_put(response)
nodes = payload['nodes']

# Find target node (ALWAYS by toolFunctionName, never by ID)
node = find_node_by_tool_function(nodes, 'TOOL_FUNCTION_NAME')

# Apply change (one of):
update_node_prompt(node, NEW_PROMPT_TEXT)
update_param_description(node, 'output', 'param_name', NEW_DESC)
update_param_description(node, 'input', 'param_name', NEW_DESC)

# Save payload
with open('/tmp/beam_graph_payload.json', 'w') as f:
    json.dump(payload, f, indent=2)

Show the diff to user before pushing (old vs new values).

Step 6: Push

Dry-run first:

/usr/local/bin/python3.13 03-skills/beam-graph-edit/scripts/push_graph.py \
  --agent-id AGENT_ID --payload-file /tmp/beam_graph_payload.json --dry-run

Then push:

/usr/local/bin/python3.13 03-skills/beam-graph-edit/scripts/push_graph.py \
  --agent-id AGENT_ID --payload-file /tmp/beam_graph_payload.json

Add --save-and-publish to publish immediately.

Step 7: Verify

The push script auto-verifies node count. For detailed verification, GET the graph again and check specific fields by matching on toolFunctionName.

If saved as draft: "Changes saved as draft. Open Beam UI to re-link any LINKED inputs if needed."

---

Common Edit Patterns

Update a Prompt

update_node_prompt(node, """Your new prompt here...""")

Update an Output Param Description

update_param_description(node, 'output', 'identification_result', """{
  "field": "new schema description"
}""")

Update an Input Param Description

update_param_description(node, 'input', 'email_address', """New description...""")

Batch Edit Multiple Nodes

edits = {
    'GPTAction_Custom_Tool1': {'prompt': 'new prompt...'},
    'GPTAction_Custom_Tool2': {'params': [
        {'type': 'output', 'name': 'result', 'description': 'new desc'}
    ]},
}
for fn_name, changes in edits.items():
    node = find_node_by_tool_function(nodes, fn_name)
    if changes.get('prompt'):
        update_node_prompt(node, changes['prompt'])
    for pc in changes.get('params', []):
        update_param_description(node, pc['type'], pc['name'], pc['description'])

---

Scripts

push_graph.py — CLI for pushing cleaned graph payloads

python push_graph.py --agent-id ID --payload-file FILE [--dry-run] [--clean] [--save-and-publish] [--json]

External References (from beam-master)

• beam_graph_utils.py — Shared cleaning and modification functions
• graph-push-gotchas.md — All known API quirks
• api-reference.md — Full Beam API docs

---

Error Handling

| Error | Cause | Solution | |-------|-------|---------| | PATCH "Cannot read properties of undefined" | Unreliable PATCH endpoint | Use this skill's PUT workflow | | PUT 400 validation errors | Unstripped server fields | Use prepare_graph_for_put() | | Prompt not updating | GET/PUT path asymmetry | Use update_node_prompt() | | Node ID not found after push | IDs regenerate on PUT | Match by toolFunctionName | | Output param validation error | Missing isArray | clean_output_param() auto-adds it |

---

Related Skills

• beam-connect — General Beam operations
• beam-prompt-builder — Build prompt configurations from scratch
• graph-slicer — Read-only graph documentation (complements this edit skill)