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Autonomous Agents Agentic Workflow

Root Cause Analysis — Autonomous Agents Agentic Workflow

Investigate bug, trace root cause, report findings without fixing

Available free v1.12.0 Browser
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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. 1.
    Open a terminal
    title
    Agent: SE RCA
    cwd
    {{entry_path}}
    terminal.open
  2. 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
      )"