Environment variables for AI-Implement

Experimental version.This is the latest in-development version of AI-Implement. Features may change without notice and behavior is not guaranteed. Switch to the latest stable version here.

The AI-Implement orchestrator is configured entirely through environment variables. Variables fall into three contexts depending on where you configure them:

On the orchestrator service itself
As GitHub Actions secrets on the orchestrator’s own repo (for CI auto-deploy)
As GitHub Actions secrets on each target repo (read by the synced workflow files when Claude runs).

The variables are read at startup; restart the app after changing them. Pick the tab that matches where you’re configuring right now.

Orchestrator runtime
GitHub Actions CI (orchestrator repo)
Target-repo workflow secrets

Variables the AI-Implement Node service reads at startup.

For local development, set on the orchestrator’s .env file.
For Fly.io deployment, set on the Fly.io app via fly secrets set (for sensitive values) or in fly.toml’s [env] block (for non-sensitive defaults).

Several variables in this tab also appear as GitHub Actions secrets in the other tabs — same value, different name. The Credentials at a glance table below maps them.

Required

The orchestrator needs the GitHub App credentials plus at least one ticketing provider’s credentials to start.

string

required

Numeric ID of the GitHub App the orchestrator uses to authenticate with GitHub and dispatch workflows. Find this on the app’s settings page under General → App ID.

string

required

RSA private key (PEM format) for the GitHub App, used to generate installation tokens. When passing this as an environment variable, newlines in the PEM file must be replaced with literal \n characters.

The private key PEM file contains real newlines. When you set it as an environment variable (e.g. with fly secrets set), those newlines must be expressed as the two-character sequence \n. Example: "-----BEGIN RSA PRIVATE KEY-----\nMIIE...\n-----END RSA PRIVATE KEY-----".

Ticketing

The orchestrator can use Linear, Jira, or both. Expand the provider(s) you use:

Linear

string

required

Required when any project mapping uses ticketingProvider: linear.Linear personal API key used to poll for issues and update status, labels, and comments. Generate one in Linear under Settings → API → Personal API keys.

The key must have access to every Linear team you intend to map. Polling filters only by the AI-Implement label, not by team, so issues in teams the key cannot see are never picked up.

string

default:"https://linear.app"

User-facing Linear workspace URL, used to render issue links in dispatch logs and comments. Optional.

Jira

string

required

Required when any project mapping uses ticketingProvider: jira.Atlassian API token (Bearer auth). Create from your Atlassian account under Security → API tokens.

string

required

Required when any mapping uses Jira.Jira Cloud tenant ID. Find at https://<your-site>.atlassian.net/_edge/tenant_info (the cloudId field).

string

required

Required when any mapping uses Jira.User-facing Atlassian site URL, e.g. https://acme.atlassian.net. Used to render issue links in dispatch logs and comments.

Variables beyond this section have defaults or are safely omitted. Set them to override the defaults or to enable optional features.

Service

string

Password for the admin UI at /admin. If this variable is not set, the admin UI is disabled entirely and all /admin and /api/ routes return 404.

string

default:"8080"

HTTP port the orchestrator listens on. The Fly.io internal proxy routes traffic to this port automatically, so you typically do not need to change it.

string

default:"60000"

How often the orchestrator polls for new AI-Implement issues, in milliseconds. Lower values increase ticketing-API usage; values below 10000 are not recommended.

string

default:"/data/dedup.sqlite"

Absolute path to the SQLite file used for deduplication, dispatch logging, and project-mapping storage. Defaults to /data/dedup.sqlite in production (the Fly.io volume mount point) and ./dedup.sqlite when running locally. Change this only if you are mounting the volume at a different path.

string

HMAC-SHA256 secret used to validate incoming GitHub webhook payloads. Configure a webhook in each target repo (or at the org level) pointing to https://<orchestrator-host>/api/github/webhook with this secret. If unset, the orchestrator’s webhook endpoint rejects all requests.

Notifications

string

default:"slack"

Notification provider to use when a dispatch succeeds or fails. Accepted values: slack (default) or teams. Has no effect if NOTIFY_WEBHOOK_URL is not also set.

string

Incoming webhook URL for the notification provider. Notifications are skipped silently if this variable is unset. For Slack, this is the URL from your Incoming Webhooks app configuration. For Teams, use the connector webhook URL.

Runner mode

string

default:"default"

Global override for runner execution mode. Accepted values:

default (per-mapping setting wins)
gha (force GitHub Actions for all mappings)
fly (force Fly Machines)
local (force local Docker — for local development)
shadow (dispatch via GHA and additionally boot a shadow Fly Machine for testing).

string

Required when RUNNER_MODE=fly or any mapping uses executionMode: fly-machines.Fly.io app name that hosts the session runners.

string

default:"iad"

Default Fly.io region for new session machines.

string

Required when RUNNER_MODE=fly or any mapping uses Fly Machines.Fly API token scoped to the sessions app. Used to create and destroy Fly Machines for runs.

string

default:"ghcr.io/builddownai/ai-implement-runner:latest"

Default container image for Fly Machine sessions. Per-repo overrides via .ai-implement/image.yml take precedence.

string

Container image to use when RUNNER_MODE=local. Built locally via npm run build:runner:local.

string

Base URL the local Docker runner uses to call back to the orchestrator. Typically http://host.docker.internal:8080 on macOS/Windows or the host’s IP on Linux.

Runner callbacks (advanced)

These configure how Fly Machine and local-Docker runners authenticate their callbacks to the orchestrator. Defaults are correct for most setups.

string

Public base URL the runner uses to call back to the orchestrator (e.g. https://your-orchestrator.fly.dev). Required for Fly Machines and local Docker runner modes.

string

Secret used to mint and validate short-lived runner-callback tokens. Required when RUNNER_CALLBACK_BASE_URL is set.

Gap-fill trigger

string

Shared bearer secret for the /trigger/gap-fill endpoint that synced comment-trigger.yml workflows POST to when a user comments /ai-implement on a PR. If unset, the gap-fill trigger endpoint is disabled.

Reaper (operational)

Controls the reconciliation sweep that cleans up stale Fly Machine sessions.

string

default:"false"

When true, the reaper logs what it would destroy but takes no action. Useful for verifying rules before enabling live cleanup.

string

Number of destructions in a 24-hour window above which the reaper emits an alert notification (via the configured NOTIFY_TYPE). Helps catch runaway destruction bugs.

Multi-tenant deploys

Identifiers used when deploying multiple AI-Implement instances as separate Fly apps from a single repo. Most single-client deployments leave these unset.

string

The client identifier matching this app’s clients/<slug>.toml file. Used in logs and notifications to disambiguate multi-tenant deployments.

string

Fly.io app name for this instance. Read for logging only; the actual Fly deployment binds this automatically.

Claude provider forwarding (Fly Machines / local Docker only)

These are read by the orchestrator and forwarded to runner sessions when RUNNER_MODE is fly or local.For GitHub Actions runner mode, the synced workflow uses its own repo secrets directly (see the Target-repo workflow secrets tab); these runtime values are unused.

string

Anthropic API key, forwarded to the runner session as the Claude auth fallback. Required when RUNNER_MODE=fly or local and no OAuth token is configured.

string

Claude Code OAuth token, forwarded to the runner session. Preferred over ANTHROPIC_API_KEY when both are set.

GitHub Actions secrets on the AI-Implement orchestrator’s own repo (not target repos).Used by .github/workflows/deploy-clients.yml for auto-deploy on push to main. Configure under Settings → Secrets and variables → Actions on the orchestrator repo.

string

required

Fly API token used by deploy-clients.yml to run flyctl deploy for each client in clients/*.toml.

Distinct from FLY_SESSIONS_TOKEN (which lives in the orchestrator runtime tab and authorizes session-machine creation, not deploys).

GitHub Actions secrets on each target repo (the repos Claude opens PRs in, not the orchestrator repo). Read by claude-implement.yml, claude-plan.yml, and comment-trigger.yml when the workflows run.Configure under Settings → Secrets and variables → Actions on each target repo (or at the organization level so all target repos inherit them).

Several of these have identically-named counterparts in the orchestrator runtime tab — they’re the same value, just configured separately here so the workflow files can read them directly. See Credentials at a glance for the full map.

Secrets

Required

string

required

Numeric ID of the GitHub App AI-Implement uses to authenticate. Same value as the orchestrator’s GITHUB_APP_ID — just named differently as a CI secret.

string

required

GitHub App RSA private key (PEM, with newlines escaped as \n). Same value as the orchestrator’s GITHUB_APP_PRIVATE_KEY.

Ticketing (one provider required)

Target repos can be mapped to Linear, Jira, or both within a project mapping. Expand the provider(s) mapped to your target repo:

For each provider mapped to a target repo, all secrets for that provider must be configured for the target repo’s workflows to function.Secrets for a provider not in use can be safely ignored.

Linear

string

required

Linear personal API key — used by the planning workflow to post structured planning comments to the Linear issue, and by the implementation workflow to update issue status and labels as the run progresses.

Jira

string

required

Atlassian API token (Bearer auth) — used by the planning workflow to post structured planning comments to the Jira issue, and by the implementation workflow to update the AI-Implement Status field as the run progresses.

string

required

Jira Cloud tenant ID — required by the Atlassian REST API to route every request to your specific Jira instance (the endpoint pattern is https://api.atlassian.com/ex/jira/{cloudId}/…).

string

required

User-facing Atlassian site URL, e.g. https://acme.atlassian.net — used to render Jira issue links in PR titles, PR bodies, and gap-analysis comments so reviewers can click straight back to the originating ticket.

Claude provider (one provider required)

string

Claude Code OAuth token. Preferred over the API key when present.See Anthropic provider for how to obtain via claude setup-token.

string

Anthropic API key. Used as a fallback when CLAUDE_CODE_OAUTH_TOKEN is not set.

string

Required only when this mapping’s provider is bedrock.IAM role ARN trusted by GitHub OIDC, with bedrock:InvokeModel on your inference profile.

Variables

These are GitHub Actions variables, not secrets — configure under the Variables tab of Settings → Secrets and variables → Actions on the target repo, or at the organization level so all target repos inherit them.

Bedrock

Used so /ai-implement comment-triggered gap-fill runs route to the same provider as orchestrator-initiated runs.

string

Set to bedrock for Bedrock-backed target repos. Leave unset for the default Anthropic API path.

string

Required when AI_IMPLEMENT_PROVIDER=bedrock.AWS region for Bedrock (e.g. us-west-2).

Gap-fill run caps

Three repository variables cap /ai-implement comment-triggered gap-fill runs the same way per-project caps cap orchestrator-initiated runs. All three are optional — unset means “use the default.”

string

default:"50"

Cap on Claude turns per implement pass. Applies to both Anthropic and Bedrock providers.

string

default:"3 (Anthropic), 2 (Bedrock)"

Cap on implement/review cycles in the feedback loop. The Bedrock default is lower for reliability.

string

default:"90"

Cap on the GitHub Actions job timeout in minutes. GitHub Actions runner mode only.

Setting these here only affects /ai-implement comment-triggered runs. For orchestrator-initiated runs, set per-project caps in the admin UI under Configure → Projects. See Project mappings for that side.

Runner image

string

Container image used by the GitHub Actions workflow job. When set, overrides the workflow’s built-in default. Useful when you want an organization-level runner image that applies across all your target repos without committing .ai-implement/image.yml to each one.

See Use a custom Fly Machine runner image for the resolution order between this variable and other override mechanisms.

Credentials at a glance

The same credential often has a different name depending on where it’s used. The table below maps each logical credential to its name in each environment.

Credential	Runtime env var (orchestrator)	GitHub Actions secret (CI)	Lives on
GitHub App ID	`GITHUB_APP_ID`	`AI_IMPLEMENT_APP_ID`	Orchestrator + each target repo
GitHub App private key	`GITHUB_APP_PRIVATE_KEY`	`AI_IMPLEMENT_PRIVATE_KEY`	Orchestrator + each target repo
Linear API key	`LINEAR_API_KEY`	`LINEAR_API_KEY`	Orchestrator + Linear target repos
Jira API token	`JIRA_TOKEN`	`JIRA_TOKEN`	Orchestrator + Jira target repos
Jira Cloud ID	`JIRA_CLOUD_ID`	`JIRA_CLOUD_ID`	Orchestrator + Jira target repos
Jira site URL	`JIRA_SITE_URL`	`JIRA_SITE_URL`	Orchestrator + Jira target repos
Claude auth — preferred	`CLAUDE_CODE_OAUTH_TOKEN`	`CLAUDE_CODE_OAUTH_TOKEN`	Orchestrator (Fly/local only) + each target repo
Claude auth — fallback	`ANTHROPIC_API_KEY`	`ANTHROPIC_API_KEY`	Orchestrator (Fly/local only) + each target repo
Fly token — spawn session machines	`FLY_SESSIONS_TOKEN`	—	Orchestrator only (Fly Machines runner mode)
Fly token — CI auto-deploy	—	`FLY_API_TOKEN`	Orchestrator repo only

Two pairs are especially easy to confuse:

The GitHub App credential is GITHUB_APP_ID / GITHUB_APP_PRIVATE_KEY at runtime but AI_IMPLEMENT_APP_ID / AI_IMPLEMENT_PRIVATE_KEY as CI secrets — both refer to the same app with different variable names.
FLY_SESSIONS_TOKEN (orchestrator runtime, authorizes spawning Fly session machines) is not the same token as FLY_API_TOKEN (orchestrator-repo CI, authorizes flyctl deploy).

Get Started

Setup

Configuration

Providers

Customize

Reference

Skills

Environment variables for AI-Implement

Required

Ticketing

Service

Notifications

Runner mode

Secrets

Required

Ticketing (one provider required)

Claude provider (one provider required)

Variables

Bedrock

Gap-fill run caps

Runner image

Credentials at a glance

​Required

​Ticketing

​Service

​Notifications

​Runner mode

​Secrets

​Required

​Ticketing (one provider required)

​Claude provider (one provider required)

​Variables

​Bedrock

​Gap-fill run caps

​Runner image

​Credentials at a glance

Required

Ticketing

Service

Notifications

Runner mode

Secrets

Required

Ticketing (one provider required)

Claude provider (one provider required)

Variables

Bedrock

Gap-fill run caps

Runner image

Credentials at a glance