Debugging & Mutation Inspection

SkillMonitoring & ops

Verify what changed on a ServiceNow instance after a tool call — sys_audit inspection, syslog/transaction logs, session context, Flow Designer execution logs, outbound HTTP traces.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Debugging & Mutation Inspection skill

What this skill tells your AI

The instructions your AI receives, as published by serac-labs/serac in packages/skills/debugging-mutations/SKILL.md and read by ahel’s review.

When you've executed a tool against a ServiceNow instance and need to verify what actually happened — or diagnose why something didn't — these tools answer "what really changed and why". Use them after the fact, never as a substitute for picking the right tool in the first place.

Available debugging tools

ToolPurpose
snow_inspect_mutationsInspect record changes (INSERT/UPDATE/DELETE) since a timestamp via sys_audit
snow_get_logsQuery platform logs with a time filter. Pass log_table to switch source: syslog (default), syslog_app_scope (scoped-app log), syslog_transaction (HTTP transactions), sys_script_execution_history (background-script traces)
snow_session_contextDump the authenticated user, roles, current update set, domain. Use before ACL-sensitive debugging — "is this failing because I lack a role?"
snow_get_script_outputOutput of previously executed scripts
snow_trace_executionServer-side script execution tracing
snow_get_flow_execution_logsFlow Designer execution history
snow_get_inbound_http_logsInbound REST API call logs
snow_get_outbound_http_logsOutbound REST API call logs
snow_audit_trail_analysisAudit trail analysis with anomaly detection
snow_manage_flow (with verify=true)Verify a Flow Designer mutation immediately after running it

Self-debugging workflows

Table API / REST changes (captured by sys_audit)

  1. Note the current timestamp before the action — or use a relative window like "30s"
  2. Execute the tool you want to verify
  3. Call snow_inspect_mutations with since=<timestamp> or since="30s"
  4. Review which records were INSERT/UPDATE/DELETE, which fields changed, old → new values
  5. Compare expected vs. actual and adjust the calling code

Flow Designer (NOT captured by sys_audit)

Flow Designer uses GraphQL mutations against sys_hub_* tables, which sys_audit does not record. Use the Flow Designer tool's own verification path instead:

  1. Pass verify=true to any snow_manage_flow mutation action — you get automatic post-mutation verification
  2. After publishing, call snow_manage_flow action=check_execution flow_id=<id> to inspect execution contexts, runs, and outputs
  3. check_execution returns state, status, timing, errors, and output values from sys_flow_context, sys_hub_flow_run, and sys_hub_flow_output

Picking the right tool

SymptomTool to reach for
Script errorsnow_get_logs with level="error"
Scoped-app log outputsnow_get_logs with log_table="syslog_app_scope"
snow_execute_script ran, output lostsnow_get_script_output with the execution_id — see background-script-execution
A human's Scripts - Background run, output lostsnow_get_logs with log_table="sys_script_execution_history" (only holds runs where "Record for rollback?" was ticked; never holds a Serac execution)
Permission-denied / unexpected 403snow_session_context to verify caller's roles + update set
Did the flow mutation work?snow_manage_flow with verify=true
What's the flow execution status?snow_manage_flow action=check_execution
What did the Table API actually change?snow_inspect_mutations with a time window
Operation FAILED — what happened?snow_inspect_mutations with include_syslog=true and include_transactions=true
Flow never started?snow_get_flow_execution_logs
Outbound REST call failed?snow_get_outbound_http_logs
Who did what when?snow_audit_trail_analysis

Important caveats

  • GraphQL mutations (Flow Designer) are NOT captured by sys_audit — never expect to see them via snow_inspect_mutations. Use verify=true and check_execution instead.
  • sys_audit only captures successful Table API / REST record changes. Failed operations leave no audit trail.
  • For failed operations, check syslog (errors) and sys_transaction_log (HTTP 4xx/5xx responses).
  • sys_audit field values are limited to 255 characterssnow_inspect_mutations warns when values appear truncated.
  • Use snapshot_record to fetch the current state of a record alongside the audit trail when you need the full picture.
  • Use the tables filter to focus on specific tables and reduce noise when there's a lot of activity on the instance.

Don't use these tools as a crutch

Debugging tools verify, they don't replace getting it right the first time. If you find yourself reaching for snow_inspect_mutations after every call, the underlying issue is usually:

  • Picking snow_execute_script with raw GlideRecord instead of a dedicated tool
  • Using placeholders ("pending", "TBD") where real sys_ids are required
  • Skipping the Update Set, so changes were tracked into the wrong place

Fix the upstream pattern, then use these tools sparingly for the genuinely unclear cases.

Signals

GitHub stars
78
Forks
26
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
debugging-mutations
Source
github.com/serac-labs/serac
Debugging & Mutation Inspection (debugging-mutations) · ahel