Ops Triage

Runtime Context

Before triaging, load:

1. Preferences: cat ${CLAUDE_PLUGIN_DATA_DIR:-$HOME/.claude/plugins/data/ops-ops-marketplace}/preferences.json — read project registry for repo paths
2. Daemon health: cat ${CLAUDE_PLUGIN_DATA_DIR}/daemon-health.json — ensure services healthy
3. Secrets: Resolve via Doppler MCP (mcp__doppler__*) → env → Doppler CLI fallback → password manager: SENTRY_AUTH_TOKEN, LINEAR_API_KEY, GITHUB_TOKEN
4. Ops memories: Check ${CLAUDE_PLUGIN_DATA_DIR}/memories/topics_active.md for issue context

OPS ► CROSS-PLATFORM TRIAGE

CLI/API Reference

gh CLI (GitHub)

sentry-cli / Sentry API

Linear GraphQL (fallback when MCP unavailable)

Agent Teams support

If CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 is set, use Agent Teams when dispatching fix agents for multiple issues. This enables:

• Fix agents can share findings (e.g., agent fixing Sentry error discovers the same root cause as a Linear issue)
• You can redirect agents if cross-referencing reveals duplicate issues
• Agents report progress and you can prioritize which fix to merge first

Team setup (only when flag is enabled, Phase 4 dispatch):

TeamCreate("triage-fixers")
Agent(team_name="triage-fixers", name="fix-[issue-id]", subagent_type="ops:triage-agent", ...)

Use broadcast(content="Root cause found: missing index on users.email — check if your issue is related") to share discoveries.

If the flag is NOT set, fall back to standard parallel subagents.

Phase 1 — Gather issues in parallel

Run all of these simultaneously:

GitHub Issues

gh issue list --state open --json number,title,body,labels,assignees,createdAt,url --limit 50 2>/dev/null

GitHub Issues (registry-driven)

REGISTRY="${CLAUDE_PLUGIN_ROOT}/scripts/registry.json"
[ -f "$REGISTRY" ] || REGISTRY="${CLAUDE_PLUGIN_ROOT}/scripts/registry.example.json"
for repo in $(jq -r '.projects[] | select(.gsd == true) | .repos[]' "$REGISTRY" 2>/dev/null); do
  echo "=== $repo ==="
  gh issue list --repo "$repo" --state open --json number,title,labels,createdAt --limit 20 2>/dev/null
done

Sentry

If Sentry MCP is connected, fetch unresolved issues for all projects. Otherwise run: echo "Sentry MCP not available"

Linear

Use mcp__linear__list_teams to get team IDs, then mcp__linear__list_issues with filter: {state: {type: {in: ["unstarted", "started"]}}} for each team.

Phase 2 — Cross-reference against code

For each Sentry issue, check if it's already fixed:

1. Extract the error message, file path, and line number from the Sentry event.
2. grep for the relevant code in the affected repo.
3. Check git log: git log --oneline --all -- [file] 2>/dev/null | head -20
4. If the fix is merged and deployed (check ECS deploy timestamps), mark as resolved.

For each GitHub Issue:

• Check if any merged PR references the issue number (gh pr list --state merged --search "#[N]")
• If referenced and merged, mark as potentially resolved

Phase 3 — Confirm and resolve fixed issues

For issues confirmed fixed in code AND deployed, show the full list and use AskUserQuestion:

Found N issues confirmed fixed and deployed:

  [Sentry] [title] — fix in [commit], deployed [time ago]
  [Linear] [title] — fix in [commit], deployed [time ago]
  [GitHub] #[N] [title] — referenced in merged PR #[M]

  [Resolve all N]  [Review each one]  [Skip — don't auto-resolve]

If user picks "Review each one", show each issue individually with [Resolve] / [Skip] via AskUserQuestion.

For confirmed issues:

• Sentry: use Sentry MCP to resolve the issue
• Linear: use mcp__linear__update_issue with state: "Done"
• GitHub: gh issue close [N] --comment "Auto-closed: fix confirmed deployed"

Log all resolutions.

Phase 4 — Present triage board

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
 OPS ► TRIAGE — [date]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

AUTO-RESOLVED (already fixed)
 ✓ [Sentry] [title] — fix in [commit]
 ✓ [Linear] [title] — closed
 ✓ [GitHub] #[N] [title] — closed

ACTIVE ISSUES (needs work)
 CRITICAL  [source] [title] [age] [assigned?]
 HIGH      [source] [title] [age] [assigned?]
 MEDIUM    [source] [title] [age] [assigned?]

──────────────────────────────────────────────────────

Use batched AskUserQuestion calls (max 4 options each):

AskUserQuestion call 1:

  [Dispatch agent for [top critical issue]]
  [Dispatch agent for [second issue]]
  [Assign issue to sprint (Linear)]
  [More...]

AskUserQuestion call 2 (only if "More..."):

  [Bulk-assign all HIGH to current sprint]
  [Done]

Dispatch fix agent

When dispatching for an issue, spawn an Agent using agents/triage-agent.md with:

• Full issue context (error, stack trace, affected code)
• Instruction to create feature branch, fix, and open PR
• Report back on completion or if blocked

Filter to $ARGUMENTS project/source if specified.

Native tool usage

Tasks — triage progress

Use TaskCreate for each issue being investigated. Update with TaskUpdate as issues are resolved/dispatched/skipped. Gives the user a live triage checklist.

WebFetch — Sentry/GitHub enrichment

When Sentry MCP hits quota limits, fall back to WebFetch with https://sentry.io/api/0/projects/<org>/<project>/issues/?query=is:unresolved (using SENTRY_AUTH_TOKEN header). Same for GitHub issue details when gh is slow.

WebSearch — error context

Use WebSearch to find known solutions for recurring errors (e.g., "AWS RDS connection reset", "ECS task stopped reason"). Include findings in the triage board as context.

LSP — code navigation for fix agents

When dispatching fix agents, use LSP to find symbol definitions, references, and call hierarchies. This helps agents navigate unfamiliar codebases faster than grep.