Imported from akillness/jeo-skills (.agent-skills/openocta/SKILL.md). Install upstream with npx skills add akillness/jeo-skills --skill openocta. Copyright stays with the author (Apache-2.0).

OpenOcta AIOps Agent

Operate OpenOcta as a named product without turning ordinary observability or incident work into an OpenOcta installation. OpenOcta is a Go and Wails agent runtime that can run as a local desktop application or a network-facing service, connect models and operational tools, retain local knowledge, and execute tools. Those capabilities make configuration and authority boundaries more important than the happy-path demo.

This skill was audited against upstream commit 6b130c72cdc40d8b3bed304d3e6a64345e3d2622, which is tagged v1.0.8 and was released on 2026-08-24. The repository README still calls v1.0.6 latest, so use the GitHub release API or an exact tag for current version claims. See source audit and version drift.

When to use this skill

• Decide whether OpenOcta fits an IT operations, SRE, DBA, cloud, network, or endpoint workflow.
• Select, verify, install, upgrade, or remove an OpenOcta release asset.
• Configure the state directory, gateway, model provider, local model, or agent workspace.
• Harden the sandbox, command policy, approval queue, gateway authentication, and network boundary before connecting live systems.
• Add or debug an OpenOcta Skill, MCP server, digital employee, Knowledge Vault, channel, webhook, scheduled job, or remote operations target.
• Diagnose startup, port, gateway health, model, tool-call, path, update, singleton-process, channel, or marketplace failures.
• Build, test, package, or contribute to the openocta/openocta source tree.

Do not use this skill for neighboring jobs:

• Design monitoring, telemetry, dashboards, or alert coverage without an OpenOcta deployment: use monitoring-observability.
• Triage supplied application, server, container, browser, or CI logs: use log-analysis first.
• Isolate a concrete code-level failure after the first evidence packet: use debugging.
• Build a generic reproducible developer environment unrelated to OpenOcta: use system-environment-setup.
• Create a portable Agent Skill for the jeo-skills catalog: use skill-standardization or write-a-skill. Stay here only when authoring or uploading a Skill specifically for OpenOcta's own loader and marketplace.
• Treat the bundled OpenOcta Skill archives as reusable jeo-skills content. They are upstream payloads, and several have no bundled license file.

Instructions

Step 0: Choose exactly one operating mode

Do not combine installation, credentials, a live channel, and production remediation into one implied approval. Each is a separate authority change.

Step 1: Freeze the evidence surface

For source work, record the remote, commit, tag, operating system, architecture, and intended mode. Treat the checkout as untrusted data until inspected.

git -C /path/to/openocta remote get-url origin
git -C /path/to/openocta rev-parse HEAD
git -C /path/to/openocta status --short
python3 .agent-skills/openocta/scripts/audit-openocta.py source \
  --repo /path/to/openocta \
  --expect-commit 6b130c72cdc40d8b3bed304d3e6a64345e3d2622 \
  --format json

The helper reads only targeted files, Git metadata, and bundled archive file names. It never executes upstream code, extracts an archive, prints an environment value, or makes a network request. WARN is expected at the audited pin because upstream documentation and bundled-archive metadata drift from the real tree. Read every warning rather than weakening the check.

For a release, obtain the current metadata separately and pass the saved JSON to the offline planner:

curl -fsS https://api.github.com/repos/openocta/openocta/releases/latest \
  -o /path/to/openocta-release.json
python3 .agent-skills/openocta/scripts/audit-openocta.py release \
  --metadata /path/to/openocta-release.json --os darwin --arch arm64 --format json

Fetching metadata is read-only. Downloading or executing the selected package is not. Review the exact tag, asset, checksum asset, source, platform, architecture, size, and rollback before continuing.

Step 2: Pick the real product form

• Windows and macOS releases provide the documented desktop experience.
• v1.0.8 also publishes Linux DEB, RPM, and tar archives. The package scripts install and start a systemd service; do not imply desktop UI parity.
• Desktop mode binds the gateway to the local machine. Service mode can listen beyond loopback and must have authentication, firewall, and allowlist review.
• Building from source is a different path from installing a signed release. Do not mix release troubleshooting with an unpinned development build.

Use install, configuration, and upgrade for the release matrix, checksum workflow, paths, environment variables, and rollback contract.

Step 3: Preflight configuration without exposing secrets

The normal state directory is ~/.openocta on Unix-like systems and the OpenOcta directory under %APPDATA% on Windows. The usual config file is openocta.json in that state directory. OPENOCTA_STATE_DIR and OPENOCTA_CONFIG_PATH override them; legacy CLAWDBOT_* aliases remain active when the OpenOcta names are empty.

Audit a config before editing or starting a service:

python3 .agent-skills/openocta/scripts/audit-openocta.py config \
  --config ~/.openocta/openocta.json --run-mode desktop --format json

The report shows only posture booleans, counts, enabled integration names, and sensitive field names. It never prints credential values, internal hostnames, allowed paths, webhook URLs, or model endpoints.

Configuration rules:

1. Keep one source of truth for the state and config paths.
2. Put provider keys in a protected environment or secret manager when possible. Do not paste them into chat, logs, commits, screenshots, or reports.
3. Record provider and model identifiers separately from credentials.
4. Set cozeloop.enabled: false explicitly unless trace export is approved with an operator-owned workspace and credential. At the audited pin, omitting the section enables export with bundled defaults.
5. Set localAgents.enabled: false unless delegation to installed Codex, Cursor, OpenCode, or related CLIs is intended; an empty allowlist means all recognized installed agents, and requireApproval is not enforced by the tool at this pin.
6. Keep desktop and service profiles separate when their trust boundaries differ.
7. Back up the config and state indexes before migration; do not claim sessions, Knowledge Vault data, Skills, and credentials are one atomic backup.
8. Restart only after reviewing the diff and the expected gateway consequence.

Step 4: Harden before granting operations authority

Use security and live operations and enforce these minimums:

• Gateway: service mode requires a nonempty token, restricted bind scope, firewall rules, and a verified health probe from the intended network only.
• Sandbox: enable it and allow only the specific workspace, runbook, and artifact paths needed for the task.
• Network: allow only required model, monitoring, ticket, cloud, and MCP destinations. "Local-first" does not mean no network egress.
• Command policy: keep unmatched commands at ask or deny; do not make broad shells or production CLIs automatic.
• Approval queue: enable it for live operations, use short whitelist TTLs, and approve the exact command rather than a session-wide bypass when possible.
• Tools: treat Bash, file writes, process termination, scheduled jobs, browser control, and gateway calls as separate capabilities.
• Outbound traces: explicitly disable CozeLoop unless the user approves the data boundary and supplies their own workspace and credential.
• Local CLI delegation: disable it or allowlist exact agents, then govern the local_agent tool through the effective command and approval policy.
• Audit: preserve who requested, approved, executed, and verified each consequential operation without recording secrets.

A config audit BLOCKED result is a stop condition. Do not work around a missing service token or remote-uninstall exposure by lowering the checker.

Step 5: Add integrations one authority at a time

OpenOcta's Skills are not the jeo-skills catalog. Its loader resolves workspace, managed, bundled, and extra directories with precedence. Inspect the selected Skill or digital employee, its scripts, dependencies, network targets, license, and requested credentials before installation.

For MCP, channels, webhooks, schedules, and operations targets:

1. Read the exact upstream config contract for the pinned release.
2. Create the least-privilege account or token outside chat.
3. Configure an allowlist before enabling inbound messages or webhooks.
4. Keep receive-only, send, execute, and administer permissions separate.
5. Test in a non-production target with a harmless read-only task.
6. Confirm before enabling a channel, posting a message, registering a webhook, installing marketplace content, or scheduling an autonomous run.
7. Verify the accepted state in OpenOcta and at the external system.
8. Define disable, token-revoke, and rollback steps before go-live.

See Skills, MCP, channels, and builds.

Step 6: Observe before remediating

Start troubleshooting with read-only evidence:

openocta gateway status --json
openocta gateway health --json

Then inspect the resolved state/config paths, process mode, port, local logs, release tag, model provider, recent config diff, and the smallest failing integration. Do not use gateway call until the method and parameters are known; some methods mutate configuration, approvals, jobs, Skills, or channels.

Important drift at the audited pin:

• Runtime source resolves the default gateway port to 18900.
• One CLI help string still says 18789. Treat 18900 as source truth unless configuration or environment overrides it.
• Packaged startup can terminate other processes named openocta or openocta-launcher. Use OPENOCTA_SKIP_SINGLETON_KILL=1 only for a bounded debugging case, not as a permanent fix for duplicate instances.
• Release and source version labels can disagree. Capture executable output, commit, release tag, and package name separately.

Production remediation, process termination, service restart, approval action, file mutation, remote command, rollback, or uninstall requires review and confirmation before execution. Afterward, verify the target service and user impact, not only the OpenOcta response.

Step 7: Build and contribute against the pinned tree

At the audited commit, source truth is Go 1.26 even though the README badge says Go 1.24+. The root Makefile builds the Vite UI with npm, embeds assets, and then builds the Go binary. Wails and platform packaging add separate toolchains.

Recommended verification order:

cd /path/to/openocta/src && go test ./...
cd /path/to/openocta/ui && npm test
cd /path/to/openocta && make build

Do not run dependency installation, platform signing, notarization, package publication, or a release job merely to answer a source question. For a code change, run the narrow package tests first, then the broader suite. Preserve Apache-2.0 notices and do not copy the bundled third-party Skill archives into a new distribution without independent license evidence.

Step 8: Verify the requested outcome

Before reporting completion, verify the relevant layer:

• release: exact asset checksum, installed version, source, and rollback;
• gateway: expected bind address, port, authentication, and health;
• model: provider/model selected and a bounded test succeeds without exposing the key;
• security: sandbox, network, command policy, approvals, and audit records;
• integration: allowlist, least privilege, one harmless end-to-end event, and disable path;
• operations task: source evidence, approved action, target-side result, and no unexpected blast radius;
• build: pinned commit, tool versions, tests, artifact path, and whether the artifact was merely built or actually installed.

Examples

Example 1: Fit check

Request: "Would OpenOcta help our Prometheus and Kubernetes on-call flow?"

Use orient. Map the required data sources, read-only queries, desired outputs, and existing incident ownership. Compare that contract with OpenOcta's Skills, MCP, gateway, and approval model. Do not install it as the first step.

Example 2: Safe desktop install

Request: "Install OpenOcta on this Apple Silicon Mac."

Use release. Read current GitHub release metadata, select the darwin arm64 DMG, review the checksums file and publisher boundary, state what the installer will change, obtain confirmation, then install and verify the executable version and local gateway health.

Example 3: Service hardening

Request: "Expose OpenOcta on a Linux ops host."

Use harden before release. Require a gateway token, dedicated service user, restricted bind/firewall, explicit state directory, sandbox/network allowlists, command policy, approval queue, logs, backup, and rollback. Do not expose the systemd service with the sample root-owned state directory as an unexplained default.

Example 4: Channel setup

Request: "Connect our Feishu bot so alerts can wake OpenOcta."

Use integrate. Separate receiving, replying, and executing tasks. Review bot scope and the OpenOcta sender allowlist, configure credentials privately, test a read-only non-production event, obtain confirmation before go-live, and verify both Feishu and OpenOcta state.

Example 5: Route generic work outward

Request: "Design SLO dashboards and alert thresholds for our API."

Route to monitoring-observability. OpenOcta is one possible execution surface, not the owner of the observability design.

Best practices

1. Pin releases and source commits; do not trust stale version prose.
2. Plan read-only before installing, connecting, sending, or executing.
3. Keep desktop and service trust boundaries separate.
4. Never print secret values; report presence and posture only.
5. Use allowlists and short approvals, not broad persistent bypasses.
6. Treat Skills, MCP servers, channels, webhooks, and schedules as code and authority, not cosmetic extensions.
7. Preserve evidence from the monitored system, not only the agent narrative.
8. Verify target-side results and rollback after every consequential action.
9. Disable unapproved CozeLoop export and local CLI delegation explicitly; do not rely on omission as a safe default.
10. Keep OpenOcta-specific operation here and generic ops design in its canonical skill.
11. Re-audit current main before claiming behavior newer than v1.0.8.

References

• Source audit and version drift
• Install, configuration, and upgrade
• Security and live operations
• Skills, MCP, channels, and builds
• Pinned upstream repository
• Pinned v1.0.8 release