Autonomous Agents Agentic Workflow
Root Cause Analysis — Autonomous Agents Agentic Workflow
Investigate bug, trace root cause, report findings without fixing
sidebutton install agents An investigation-only chain. The software engineer agent reads the bug ticket, reproduces the failure locally or against a reference environment, then works backward through logs, stack traces, git history, and code to identify the true root cause. The output is a written analysis posted back to the ticket — no code changes are made.
Use this when the ticket's correct fix is unclear, when a suspected change set needs scoping before commitment, or when a human reviewer wants an independent opinion on cause before approving a fix path. A separate workflow applies the actual fix.
Steps
- 1. Open a terminal
- title
- Agent: SE RCA
- cwd
- {{entry_path}}
terminal.open - 2. Run a terminal command
- cmd
- |
terminal.run
Workflow definition
schema_version: 1
id: agent_se_rca
title: "Root Cause Analysis"
description: "Investigate bug, trace root cause, report findings without fixing"
overview: |
An investigation-only chain. The software engineer agent reads the bug ticket, reproduces the failure locally or against a reference environment, then works backward through logs, stack traces, git history, and code to identify the true root cause. The output is a written analysis posted back to the ticket — no code changes are made.
Use this when the ticket's correct fix is unclear, when a suspected change set needs scoping before commitment, or when a human reviewer wants an independent opinion on cause before approving a fix path. A separate workflow applies the actual fix.
category:
level: pipeline
domain: engineering
metadata:
agent: true
role: se
params:
agentic_app:
type: string
default: "cc"
description: "Agent-app slug selecting the per-run env file ~/.agent-env.d/<slug> (AAP-C); 'cc'/subscription clears provider vars"
ticket_url:
type: string
description: "Jira ticket URL"
hint:
type: string
default: ""
description: "Optional extra instructions for the agent"
entry_path:
type: string
default: "~/workspace"
description: "Working directory for the agent"
steps:
- type: terminal.open
title: "Agent: SE RCA"
cwd: "{{entry_path}}"
- type: terminal.run
cmd: |
source ~/.agent-env
# AAP-C (SCRUM-1506) + AAP-17 (SCRUM-1653): clear EVERY provider var an agent-app can deliver so
# none hijacks/poisons a subscription run. A stray global ANTHROPIC_MODEL / ANTHROPIC_SMALL_FAST_MODEL
# needs no CLAUDE_CODE_USE_* flag, so the old ${!CLAUDE_CODE_USE_@} glob never caught it — it survived
# into the run and 404-ed aux/small-fast calls against api.anthropic.com. This explicit list mirrors
# AGENT_APP_ENV_KEYS 1:1 (the-assistant website/src/lib/cloud/agent-app-env.ts — the single source of
# truth; a parity test in each repo guards the two from drifting). Explicit over a glob: the union has
# non-ANTHROPIC_ members (AWS_REGION, AWS_PROFILE, CLOUD_ML_REGION, CLAUDE_CODE_MAX_OUTPUT_TOKENS) and
# a ${!AWS_@} glob would over-clear unrelated creds. Then source the per-run app env by slug when it
# exists; no file => subscription/default. base/19-secrets stages ~/.agent-env.d/<slug>.
unset \
ANTHROPIC_API_KEY ANTHROPIC_BASE_URL ANTHROPIC_AUTH_TOKEN \
CLAUDE_CODE_USE_BEDROCK AWS_REGION AWS_PROFILE ANTHROPIC_MODEL \
ANTHROPIC_SMALL_FAST_MODEL_AWS_REGION ANTHROPIC_SMALL_FAST_MODEL CLAUDE_CODE_MAX_OUTPUT_TOKENS \
CLAUDE_CODE_USE_VERTEX CLOUD_ML_REGION ANTHROPIC_VERTEX_PROJECT_ID ANTHROPIC_VERTEX_BASE_URL \
CLAUDE_CODE_USE_FOUNDRY ANTHROPIC_FOUNDRY_RESOURCE ANTHROPIC_FOUNDRY_BASE_URL \
ANTHROPIC_DEFAULT_OPUS_MODEL ANTHROPIC_DEFAULT_SONNET_MODEL ANTHROPIC_DEFAULT_HAIKU_MODEL
if [ -f "$HOME/.agent-env.d/{{agentic_app}}" ]; then
source "$HOME/.agent-env.d/{{agentic_app}}"
fi
claude --dangerously-skip-permissions "$(cat <<'SB_PROMPT'
read ticket with attachments and all comments - {{ticket_url}}. if it fails, stop and report the error.
learn how to SE relevant parts. reproduce the issue in the browser, then trace through the code to identify root cause.
{{hint}}
if you produced a mock, diagram, screenshot, or report as evidence, publish it via the publish_artifact tool and cite the returned download link in your comment; if the tool is unavailable, save under ~/workspace/artifacts/ for post-run collection.
write one comment to the ticket with: symptoms, root cause (file:line refs), suggested fix approach, and complexity estimate.
SB_PROMPT
)"