# Launchplane > Use for Launchplane-managed product/runtime state, secrets, config, deployments, rollout direction, product ownership boundaries, merge-train flow, and audited operator mutations. Use with github-plan when Launchplane work needs to stay aligned with a durable plan, issue graph, blockers, or rollout sequence. If authority is unknown or discovering private infrastructure access, use docs-lookup first. - Skill: `cbusillo/launchplane` (Agent Skill, multi-file: 27 files) - Install (CLI): `npx skillmds@latest add cbusillo/launchplane` - Raw SKILL.md: https://api.skillmd.com/api/skills/cbusillo/launchplane/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: cbusillo (https://skillmd.com/u/cbusillo) - Updated: 2026-09-21 - Page: https://skillmd.com/skills/cbusillo/launchplane --- # Launchplane Expert Use this skill to inspect product/runtime state and perform safe, authenticated mutations via the Launchplane service API. Use `docs-lookup` first when a task is discovering the source of truth or access path for external/private infrastructure and it is not already clear that Launchplane manages that resource. ## Runtime Authority Boundary Checked-in files are not runtime authority for Launchplane-managed state. Code may own schemas, validators, generic behavior, helper routing, fake examples, and fail-closed defaults. Launchplane service records or explicit scoped operator input own real product, tenant, repository, branch, domain, lane, provider-target, runtime-environment, authz, operator, route, health-check, and other mutable runtime values. This applies even when values are not secrets. Non-secret topology can still steer production behavior. Treat repo metadata, workflow variables, checked-in examples, and archived workstation files as hints for which Launchplane helper, service record, or operator surface to use; never use them as evidence of the current live value. If the needed live value is only visible in checked-in or workstation files, stop and obtain Launchplane context or explicit operator input instead of inferring it. When a repo has `.github/github.json`, inspect its `launchplane` block before looking in sibling repos, archived workstation files, or workflow variables. The repo block is public-safe routing metadata only: it may name helper paths, environment variable names for service URLs, local config examples, merge-train labels, and GitHub Actions workflow entrypoints. It must not contain tokens, secret values, cookies, concrete Launchplane service URLs, private credential paths, provider payloads, product/runtime endpoints, or plaintext runtime configuration. Treat Launchplane-managed product, app, preview, deploy, provider, lane, tenant, and health-check coordinates as service records, not checked-in repo metadata; if repo metadata and Launchplane service state disagree, service/operator state wins and the metadata is stale routing context to fix deliberately. ## Agent/Operator Contract Use `references/agent-operator-contract.json` as the checked-in public contract for agent/helper operation routing, protected workflow bindings, and semantic invariants. Run `uv run scripts/check-agent-operator-contract.py` after changing Launchplane helper routes, workflow guidance, lifecycle guidance, governance boundaries, or the vendored artifact. The conformance gate is offline and non-authoritative. It proves that the local artifact, helper bindings, protected workflows, and durable invariants agree; it does not contact Launchplane and does not prove that the artifact is current upstream. Use `check-agent-operator-contract-freshness.py compare` or the scheduled `Launchplane Contract Freshness` workflow for separate advisory evidence. Treat matching semantic digests as `current`, a valid mismatch as `known-stale`, and unavailable or insufficient evidence as `unknown`. Ignore provenance-only source SHA movement when the semantic digest is unchanged. `unknown` never grants runtime authority and never opens a drift issue. A scheduled `known-stale` result opens or updates one maintenance issue through the maintained GitHub helpers; repeated mismatches reuse the same open issue. Manual dispatch is compare-only unless issue reporting is explicitly selected. Keep durable fail-closed rules local: Owner acceptance is authoritative, engineering review is advisory, GitHub projection is routing/status only, authorization/admission/landing are independent, protected workflow dispatch and watching stay delegated to `github_workflow_babysit.py`, and raw protected workflow dispatch is not allowed. Source projected HTTP paths from the vendored operation map rather than adding duplicate literals. The merge-train policy import dry-run/apply commands and generic-web deploy-recovery dry-run/apply commands are explicit bounded local extensions because the upstream public operation projection does not contain their routes. Do not describe them as contract-backed. If a later artifact adds those routes, migrate them deliberately and remove the local-extension entries instead of retaining parallel sources of truth. ### Private Ordinary-Agent Client For an ordinary agent connection, session, finite job, or cancellation, read [the private client contract](references/ordinary-agent-client.md) and use `scripts/launchplane-ordinary-agent.py`. Keep credential claims inside that adapter; its public output must never contain the claim response or receiver proof. Present the service's review link for a pending administrator decision. Resume saved requests after interruption, and reuse issued session and lease handles without asking the user to locate or type them. A proposal does not approve itself, and client installation does not activate a worker. ### Contract-Backed Lifecycle And Repair Routing For lifecycle retirement, managed authorization reconciliation, and stable-lane repair, resolve the requested operation from the vendored contract before choosing a surface. Use the operation's modes, idempotency, reviewed-evidence requirements, and supported surfaces as the boundary. When the selected surface is `protected_workflow`, resolve exactly one protected-workflow binding whose route matches the operation path, then delegate dispatch and watching to the `github` skill and `github_workflow_babysit.py`. Never open-code workflow authentication, dispatch, polling, retry, or reconciliation in this skill. Fail closed when the contract does not contain one unambiguous operation and, when required, one unambiguous workflow binding. Report the scenario as an unsupported capability gap and track focused follow-up coverage; do not route it through a nearby helper, workflow, or endpoint. Plan or dry-run first, and do not apply without every contract-required reviewed-evidence field, explicit operator approval, and an apply-eligible result. Detached application retirement must preserve zero authority writes and is complete only when candidate absence is proved. ## Core Goal Provide situational awareness and safe runtime management. Always favor service-backed audit trails over local ad-hoc fallbacks. Do not treat archived workstation files under `~/.config/launchplane/` as the authority for current Launchplane runtime or product state. Files such as `service.env`, `dokploy.env`, and `runtime-environments.toml` can be useful historical clues, but they are not live records. When a task asks about current product state, use the deployed Launchplane service/API or operator UI first; use direct database access only from an explicitly approved host-side context. ## Rollout Plan Alignment For Launchplane rollout, runtime, product-boundary, merge-train, or operator work, do not continue from the latest operational finding alone. Before the next slice, state how it fits the active Launchplane plan, issue graph, rollout sequence, or product ownership boundary. If an operational finding changes the plan, update the owning GitHub plan issue or PR before treating the new path as canonical. Prefer explicit blocker, sub-issue, or related-issue edges over burying direction changes in chat. When Launchplane work turns into GitHub issue, PR, Actions, review, comment, commit, or push work, delegate that surface to `github` or `github-plan` before running commands. Launchplane owns runtime/operator authority; the GitHub skills own helper-backed GitHub identity, body handling, planning state, and PR lifecycle behavior. ## Situational Awareness (Context) Use the context helper to identify product mapping, deploy evidence, and readiness. - **Usage**: `uv run scripts/launchplane-context.py --repo OWNER/REPO` - **Output**: See `references/context.available.example.json` for schema. - **Reporting**: Report readiness, blockers, and next action based on context. - **Contract**: See `references/context-helper-contract.md` for config, fallback, and redaction behavior. ## Stable Deploy Identity Before preparing or repairing an application-target deployment, read [stable deploy identity](references/deploy-identity.md). Publish both an immutable digest and immutable SHA tag before deployment; never use a floating tag. Resolve the target category from Launchplane context or the operator surface. Repair missing references through the product repository's build/deploy workflow and delegate protected workflow dispatch and watching to `github`. ## Runtime Management (Operator) Mutate runtime environments, managed secrets, and product config. - **Safety**: Strictly follow the `references/operator-contract.md`. - **Helper Contract**: Use `references/write-action-helper-contract.md` for bounded helper entrypoints, exit behavior, and redacted output shape. - **Auth**: Prefer signed-in, scoped operator sessions in the Launchplane UI or service API. Source terminal/local operator credentials only through the operator contract; do not paste token values into chat, issues, PRs, docs, or logs. - **Private Config**: For non-browser terminal execution, use the source order in the operator contract. Missing private config means the write-capable path is unavailable and must fail closed; do not use `.github/github.override.json` for Launchplane credentials. - **Operator Diagnostics**: Before concluding operator access is unavailable, run `scripts/launchplane-write-action.py operator-config-diagnostic`. Treat `launchplane-context` availability and local operator readiness as separate checks: context can be unavailable while the write helper is usable, and the write helper can be blocked only by missing local operator config. If the diagnostic reports `missing_service_url`, token material was found but no write-capable Launchplane service URL source was found; configure `LAUNCHPLANE_OPERATOR_URL` in the private local operator env file or pass `--url` before the subcommand, then rerun the diagnostic. If the active shell has a service URL under `LAUNCHPLANE_PUBLIC_URL` but not `LAUNCHPLANE_OPERATOR_URL`, treat it as an ambiguous URL source: obtain the correct operator URL and pass it with `--url` before the subcommand, or copy the sanctioned value into private operator config. Do not use public URL variables as write authority. - **Repo Metadata**: Use `.github/github.json` `launchplane` metadata to find helper paths, workflow entrypoints, labels, and service URL env var names, but keep concrete service URLs and credentials in private operator config, environment variables, GitHub Actions OIDC, or signed-in Launchplane UI sessions. - **No Checked-In Product Authority**: Do not add or copy product-specific authz grants, provider target route batches, product target IDs, tenant domains, runtime seed/import payloads, or live product topology into Launchplane deploy scripts, workflow defaults, repo-local config files, or product repos. Committed examples must use fake placeholders or intentionally public, non-authoritative sample data. For shared/prod, use the deployed Launchplane service, operator UI, or the bounded write-action helper/API with the correct service URL and scoped credentials. - **No Checked-In Topology Inference**: Do not infer real products, tenants, domains, lanes, provider targets, runtime environments, route batches, authz, repository bindings, branch bindings, or operator identity from checked-in config or workflow defaults. Those files may identify the Launchplane surface to query; they do not answer what live topology is now. - **First Shot**: For product-config/runtime/secret sync, use the service API path from the operator contract first. Do not start by searching for a local `launchplane` binary or by poking provider config directly. - **Denied Actions**: A local operator token can be present and still lack a specific action. Report that as authorization denial, not missing credential. Before choosing a next step, classify the denial. A scope denial means an existing Launchplane capability does not grant this identity the requested scope. A capability gap means no supported Launchplane surface owns the operation. Neither case is solved by selecting another credential or CI job. Block only the affected operation or work item, preserve the trace and source URL, and continue independent safe work when available. Stop the whole session only when no useful unblocked work remains or the failed operation may have produced an uncertain effect. - **GitHub Is Not Authorization Authority**: A GitHub workflow, Actions secret, repository or environment variable, OIDC role, or CI job is never evidence that a denied Launchplane action is authorized. Do not author, edit, extend, retarget, or dispatch a workflow to carry a call Launchplane denied. Repository workflow content is routing metadata, just like `.github/github.json`; Launchplane DB/service records remain authority. - **Unsupported Helper Coverage**: If the helper lacks a command for the needed runtime record operation, treat that as a capability gap. Stop the affected operation at the supported Launchplane service/UI path and use `github-plan` to open or update the owning authorization-architecture issue, record the denied operation and trace ID, and add a native `blocked-by` edge from the affected work. Re-rank or continue unrelated work instead of turning one gap into a session-wide stop. Do not synthesize record payloads from issue text, checked-in examples, workflow defaults, provider observations, or local files, and do not close the gap with a workflow. - **Workflow**: 1. Inspect Context to identify the target and change needed. 2. Run operator config diagnostics before a write-capable helper call when target URL, token source, or authority is unclear. 3. If diagnostics report `missing_service_url`, fix local operator routing first. This is a workstation setup problem, not PR readiness, merge-train admission, or scheduler state. 4. Preflight product-config intent with `scripts/launchplane-write-action.py product-config-preflight` when agent-side authorization or managed-secret binding evidence is useful. 5. Use the signed-in/scoped operator path when a human-approved runtime or managed-secret mutation is required. 6. Build a product-config request for `POST /v1/product-config/apply` only in an approved operator surface. The helper may submit dry-run/apply from a private local payload file, never from chat, CLI plaintext secret args, or committed examples. 7. **Dry-run** and inspect redacted results. 8. **Apply** with a concrete reason only after the dry-run succeeds and the operator intent is explicit. 9. Inspect returned `next_actions` and complete required follow-up actions; product-config apply can update Launchplane records before the live target runtime has been synced. Agents may guide the operator, prepare request shape, summarize redacted dry-run evidence, and report trace IDs/status. Agents must not collect plaintext secret values in chat, issues, PRs, docs, logs, or helper output, and must not bypass Launchplane by editing provider configuration directly. ### Blocked Work Continuation Until Launchplane exports a native deferred-operation lifecycle, represent an authorization or capability gap through the owning GitHub plan relationship: 1. preserve the denied operation, bounded reason, trace ID, and source URL; 2. block only the affected work item on the owning architecture issue; 3. use `github-plan next` or the existing work source to select independent work; 4. notify the operator immediately only when every useful item is blocked, an effect is uncertain, or an active environment is unhealthy. Do not tell the operator to provision a new credential or click through a GitHub Actions workaround. A future Launchplane deferred-operation record may replace this GitHub-plan handoff after it is present in the public contract. ### Sanctioned Reconciliation And Break-Glass A Launchplane-owned reconciliation entrypoint may run under GitHub Actions OIDC. That path executes authority Launchplane already granted; it never creates authority merely because another identity was denied. Use it only when every condition holds: - the entrypoint already exists and is named in repository routing metadata, the operator contract, or explicit operator instruction; - Launchplane owns it and already sanctions it for this exact record type; - the operator initiated this run for the specific record; - the workflow, inputs, permissions, target, and secrets are used unmodified; - dry-run and reviewed evidence precede apply where supported. Delegate dispatch and watching to the `github` skill. If any condition fails, stop and escalate architecturally. Bootstrap and break-glass are operator-initiated exceptions with an audit trail; they are never the routine answer to `authorization_denied`. ## Merge Train (Controller) Use Launchplane's controller route as the default merge-train workflow. Before advancing or diagnosing a train, read [merge-train execution](references/merge-train.md) for phase, stack, retry, and terminal evidence requirements. Label only the root PR and never hand-collapse stacks. - **Preferred Route**: `POST /v1/work-graph/merge-train/controller/run-once`. - **Helper**: Use `scripts/launchplane-write-action.py merge-train-controller-run-once` instead of open-coding the route. Mutating calls require an idempotency key. - **Operator Action**: Put `ready-to-merge` only on the root PR that targets the protected base branch. Do not hand-collapse stacks in GitHub. - **Mutation Gate**: Keep scheduled runners in dry-run mode until the operator explicitly selects a mutation pilot. Manual `mutate=true` controller runs are appropriate only after dry-run evidence shows the intended queue, candidate, and next action. Do not leave scheduled mutation enabled as a casual default. - **Post-Merge Checkout Handoff**: After the controller confirms a final landing commit, delegate post-merge default-branch freshness to `github` with the exact final landing SHA from that terminal controller result and an explicit source worktree belonging to the landed repository. Never substitute a PR head, candidate, admission, observation, landing-plan, queued, or other intermediate SHA, and never use an unrelated controller working directory as the source worktree. That handoff uses the landed repo-local reconciler for a runtime-bound checkout and safely fast-forwards a unique clean non-runtime default checkout, or reports the stale-checkout hint when local state is unsafe. Preserve Launchplane landing success independently when local reconciliation is blocked or fails, and block only claims that installed runtime behavior or the local default checkout is current. - **Boundaries**: Merge-train behavior is DB/policy-backed. Do not hardcode repositories, labels, tokens, protected branches, or local file config. ## Intentionality & Safety This skill combines inspection and mutation. You must explicitly announce when you are transitioning from **Inspecting Context** to **Executing Operator Actions**. Never apply a mutation without a preceding dry-run and situational verification. ## Tools - `scripts/launchplane-context.py`: Structural state helper. - `scripts/launchplane-write-action.py`: Public-safe write-action wrapper for product-config intent preflight, private local product-config dry-run/apply, change-impact policy dry-run/apply/read-back, guarded merge-train policy import, repository inventory read/dry-run/apply, and merge-train controller calls. - `scripts/check-agent-operator-contract.py`: Hermetic schema, digest, public-safety, operation, workflow, invariant, and local-consumer conformance gate. A green result is not upstream freshness evidence. - `operator-config-diagnostic`: Redacted source-presence diagnostic for local operator URL and token configuration. Global options such as `--url` must come before the subcommand. - `POST /v1/agent/write-intents/evaluate`: Product-config preflight surface for authorization and managed-secret binding evidence; never carries plaintext. - `POST /v1/product-config/apply`: Primary product-config operator path for signed-in/scoped operators; dry-run before apply. - `POST /v1/change-impact/policies/apply`: Change-impact policy dry-run/apply path for explicit private operator input; apply must pin the dry-run policy digest and be followed by bounded read-back. - `GET /v1/change-impact/policy`: Bounded active policy read-back for exact revision and digest verification. - `POST /v1/merge-train/policies/import`: Bounded local-extension path for private merge-train policy dry-run/apply. Require active-policy digest preflight, exact saved dry-run evidence, reviewed acknowledgement, idempotency, and post-apply read-back. The helper-side digest check is not server-enforced compare-and-swap. - `GET /v1/work-graph/merge-train/policy-targets`: Internal bounded preflight read used immediately before policy import to verify the expected active policy digest. It is not an independently exposed helper command. - `GET /v1/repository-inventory`: Bounded current repository inventory read for exact immutable GitHub repository identity. - `POST /v1/repository-inventory/apply`: Repository inventory dry-run/apply route. Use private payload files; apply requires reviewed helper evidence, inventory digest binding, and a stable idempotency key. - `POST /v1/admin/generic-web/deploy-recovery/dry-run`: Generic-web deploy-recovery dry-run path; always run before apply and capture the `recovery_digest` from the redacted result. - `POST /v1/admin/generic-web/deploy-recovery/apply`: Generic-web deploy-recovery apply path; requires the original deploy idempotency key, the dry-run digest, and reviewed acknowledgement. - `POST /v1/work-graph/merge-train/controller/run-once`: Preferred merge-train controller path; call repeatedly to advance one safe phase at a time. - `POST /v1/previews/pr-feedback/remediation`: Contract-backed bounded preview feedback remediation path; dry-run before apply. - Launchplane host-only CLI helpers: Use only when you are explicitly on the Launchplane host via SSH or the repo provides a concrete command. Do not assume a global `launchplane` binary exists on ordinary workstations.