Twg Operational Health

twg-operational-health

Use together with the root twg skill. Exact command grammar comes from live twg help or twg help describe .

CLI launcher fallback

Run twg . On shell command not found, use $HOME/.local/bin/twg (macOS/Linux) / $env:LOCALAPPDATA\Programs\twg\bin\twg.exe (PowerShell), then tell user to add that directory to PATH. Do not treat auth or command errors as PATH failures.

Use When

• "I'm taking over on-call"
• "Reliability, incident, SEV, or post-incident review readout"
• "Investigate an active incident and find mitigation"
• "Analyze root cause or draft postmortem/PIR learning/action items"
• "Open risks, blockers, overloaded people, operational health"

First Move

Resolve scope, window, anchors, owner/escalation path, status, recency, and follow-ups. Find the operational anchor before joining relevant surfaces. Run without --site; TWG inherits the user's pinned Jira/JSM site. Only add a site override when the user explicitly requests another tenant. Never assume a vendor-internal incident site.

Evidence Policy

• Rank by impact, urgency, owner clarity, recurrence risk, and actionability;

separate live risks from historical mentions.

• Cluster compact incident, PIR, follow-up, runbook, owner, asset, or meeting

evidence by service, theme, owner, and recency. Hydrate highest-risk clusters; stop once theme, owner signal, and confidence are clear.

• Separate working theory, confirmed problem, mitigation, and `root

cause. Require a causal mechanism for confirmed root cause; a closed record is insufficient. Mark claims confirmed, supported, candidate, or missing evidence`; use references for RCA details.

• After one correction of a repeated backend, auth, or schema error, report the

gap and use remaining evidence instead of nearby aliases or broad inventories.

Recipe Cards

Leadership Reliability Review / On-Call Handoff

Load references/reliability-review.md. Resolve leader, platform, and window; cluster supported themes, separate cause from mitigation, connect prevention work, and rank leadership actions. For handoffs, add a first-hour checklist and escalation map.

Incident Investigation / Mitigation

Use when the incident is active, newly mitigated, or pre-PIR. Anchor on the incident record, then pull responders, symptoms, impact, recent deploys/flags/config, topology, alert/log/metric pointers, ownership, runbooks, and similar incidents. If ticket fields are sparse, probe the four golden-signal families with bounded follow-ups. See references/incident-investigation.md. Output a four-signal matrix, hypotheses, confidence, next checks, and mitigation options; never call a mitigation the root cause without the causal mechanism.

Post-Incident Root Cause / Learning

Use after mitigation/recovery when drafting or evaluating a postmortem/PIR. Pair the incident with the PIR, linked docs, final comms, remediation PRs, and action items; cover confirmed mitigation, causal mechanism, 5-why chain, and detection/response gaps. See references/pir-root-cause.md. Output root cause, contributing factors, mitigation-versus-cause, and prioritized actions.

Assets / Asset Refresh

Build contributors from project/goal/Jira/PR/doc/activity evidence. Inspect Assets schema/type metadata before AQL; join people via discovered user-like attributes such as Calculated user. Rank by contribution centrality plus asset risk, and report confidence and gaps. See references/assets.md.

Capacity / Staffing / Meetings

For staffing, resolve project/topic/org and identify people by related work, ownership, review influence, docs, and project/goal involvement; check load before recommending. For meetings, query scoped recordings, preview transcripts first, fetch full transcripts only for central ones, then summarize decisions, action items, and gaps.

Output Shape

• Lead with severity, urgency, or recommendation, then owner, status, recency,

impact, confidence, and evidence.

• For active investigations, add a four-signal evidence matrix and an

incident-to-learning timeline with confirmed problem, mitigation, root-cause status, and prevention action.

• Group patterns across artifacts, give ranked next actions with a suggested

owner, and call out data gaps (missing transcripts, no asset match, stale update, ACL/auth gaps, weak ownership).

Anti-Patterns

• Do not fetch every transcript or page body, or treat every incident mention

as a live risk.

• Do not wait for chat/comments to label RCA before surfacing directional

hypotheses for pre-PIR investigation.

• Do not call mitigation root cause without an established mechanism. Do not

treat workflow panels, bot comments, or opaque fields as RCA narrative.

• Do not use keyword matches alone as org ownership — cross-check assignee,

service owner, PIR participants, or org-tree membership.

• Do not join Assets by display-name guesses before inspecting schema/type

fields, or recommend staffing from activity counts alone.

References

• references/assets.md - schema-first Assets queries and person/device joins
• references/reliability-review.md - bounded incident/PIR leadership review
• references/incident-investigation.md - active investigation and mitigation
• references/pir-root-cause.md - post-mitigation root-cause and PIR workflow

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: atlassian
• Source: atlassian/twg-cli
• License: Apache-2.0
• Homepage: https://teamwork-graph.atlassian.com/cli/install

Install and usage instructions live in the source repository linked above.