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AI-DLC on Codex CLI

The Codex runtime is one of the framework's harness distributions, for the OpenAI Codex CLI harness. One deterministic core, many harnesses: the engine, state machine, audit log, graph, swarm referee, and learnings gate are byte-identical across every distribution — only the shell differs. The source/development tree is generated into ignored local dist/codex/ from core/ + harness/codex/ by bun scripts/package.ts codex; never hand-edit it.

Prerequisites

  • Codex CLI >= 0.145.0 - earlier releases defer compact-source SessionStart after a mid-turn auto-compaction, so one model continuation can run without the restored workflow mission. Releases before 0.139.0 also lack reliable subagent role attribution and hyphenated agent-TOML resolution. /aidlc --doctor advises on the pin. Check with codex --version.
  • bun only when generating or running the source/development dist/ projection. Native installs and versioned release runtimes are self-contained.
  • A Git repository for the target project — Codex discovers project .codex/hooks.json only inside one. The native installer and AI-DLC runtime themselves do not depend on Git.
  • A model provider — the shipped config.toml defaults to Amazon Bedrock (openai.gpt-5.5; agents on openai.gpt-5.6-terra). Set the AWS profile/region in [model_providers.amazon-bedrock.aws]. For OpenAI auth, comment out the provider lines. Note: web_search is unavailable on Bedrock; the market-research stage degrades gracefully.

Install

tmp="$(mktemp -d)"
curl -fsSL \
  https://github.com/awslabs/aidlc-workflows/releases/latest/download/install.sh \
  -o "$tmp/install.sh"
sh "$tmp/install.sh"
rm -rf "$tmp"
cd your-project
aidlc config
aidlc doctor
codex

The installer verifies the release metadata, executable, and all-harness runtime archive against the published SHA-256 checksums. The installed runtime does not require Bun, Node.js, or Git. Harness selection happens in aidlc config.

On Windows, download install.ps1 and run & $installer. An interactive run may omit the flag; redirected input, pwsh -NonInteractive, --yes, --json, and --quiet require it. For an air-gapped package, use install.sh --from <release-directory> --offline on Unix or & $installer -From <release-directory> -Offline on Windows.

aidlc config projects the Codex shell, merges the AI-DLC blocks in .gitignore and AGENTS.md, and writes .codex/config.toml, hooks, permission rules, and the matching .codex/trust-seed.toml. Codex requires one project-specific hook trust action before those hooks run:

  • Start codex and choose Trust all and continue at the hooks dialog; or
  • Replace <PROJECT_DIR> in .codex/trust-seed.toml with the absolute project path and merge its complete [hooks.state] set into $CODEX_HOME/config.toml. Replace an existing set for that hooks path rather than appending duplicate TOML tables.

Merge the generated .codex/config.toml settings into your user config as needed. Then run $aidlc --doctor in Codex.

Versioned manual-copy alternative

Download and extract a specific release's aidlc-runtime-X.Y.Z.tar.gz as described in Install and Lifecycle: Copy Channel, then set RUNTIME_ROOT to the extracted runtime/ directory.

  1. Copy the distribution into your project (which must be a git repository — Codex only discovers a project .codex/hooks.json inside one):
cp -r "$RUNTIME_ROOT/codex/.codex/"  your-project/.codex/
cp -r "$RUNTIME_ROOT/codex/.agents/" your-project/.agents/
cp -r "$RUNTIME_ROOT/codex/aidlc/"   your-project/aidlc/      # the workspace shell (spaces/default/memory) — a sibling of .codex/, not inside it
cp "$RUNTIME_ROOT/codex/AGENTS.md"   your-project/AGENTS.md   # or merge into yours

The aidlc/ directory is the workspace shell — it ships the pre-built aidlc/spaces/default/memory/ method tree the engine reads. It is a sibling of .codex/, so copy it separately (or copy the whole $RUNTIME_ROOT/codex/ tree at once). $aidlc --doctor fails its "workspace shell ready" check if it is missing.

  1. Apply the .gitignore entries from the shipped AGENTS.md § "Git Integration" before starting a workflow — the per-clone audit shards under each intent's audit/ are committed deliberately (each clone writes its own <host>-<clone>.md, so concurrent appends never git-conflict), while per-user cursors and machine-local runtime state stay ignored.

  2. Trust the project and pre-seed hook trust. Codex never runs untrusted hooks (the --dangerously-bypass-hook-trust flag does not run them either). Either run one interactive TUI session and choose "Trust all and continue" at the hooks dialog, or pre-seed deterministically from the AI-DLC source checkout. Install its pinned development dependencies once, then generate the entries:

bun install --frozen-lockfile
bun scripts/package.ts codex trust --project "/abs/path/to/your project"

The command prints ready-to-paste [hooks.state] entries for $CODEX_HOME/config.toml (the hash covers the hook identity, not the path — the printed entries are exact for the shipped hooks.json). The command serializes the complete output as TOML, so quoted paths, spaces, and Windows backslashes are preserved. If the hook manifest is not at <project>/.codex/hooks.json, pass its exact path explicitly:

bun scripts/package.ts codex trust \
  --project "/abs/path/to/your project" \
  --hooks-json "/abs/custom path/hooks.json"

Quote both arguments in the shell. --hooks-json is used verbatim as the Codex trust identity; do not normalize or replace it after generating the entries. Paste the command's complete stdout into the user config. If entries for the same hooks.json path already exist, replace that full set; do not append a second copy because duplicate TOML tables invalidate the entire config.

Re-run this trust command whenever an AI-DLC upgrade changes .codex/hooks.json, including upgrades that add a new matcher. Replace the old tables before opening a fresh Codex session; otherwise Codex silently skips the new hook.

  1. Back in your-project/ (step 3 ran from the AI-DLC source checkout), merge the shipped .codex/config.toml into your ~/.codex/config.toml (or keep it project-level — trusted projects read it). Verify with:
cd your-project
bun .codex/tools/aidlc-utility.ts doctor

The versioned runtime uses the native aidlc command. Framework developers who need the Bun-shaped projection can clone the repository, run bun install --frozen-lockfile and bun scripts/package.ts, then use the ignored local dist/codex/ output. The source-checkout trust generator is specific to those Bun-shaped hook commands and is not used by the native runtime.

Refresh and version skew

aidlc update updates the machine runtime but does not rewrite projects. aidlc doctor compares the project runtime stamp with the selected engine. Between workflows, preview and apply the project refresh:

aidlc config --dry-run
aidlc config

Config preserves user-owned content and reports local framework edits as conflicts. It refuses refresh while any workflow is active; complete the workflow first. Upgrade and rollback remain safe during a workflow because they do not touch project files. A refresh can change Codex hook identities, so approve the new trust dialog or replace the matching trust-seed entries after config when Codex requests it.

Use

Invoke the orchestrator with $aidlc (or /skills → aidlc) followed by a scope or description — same commands as the Claude harness ($aidlc --status, $aidlc --config [section], $aidlc --help, and related forms). Stage runners are explicit-only: $aidlc-domain-design, $aidlc-bugfix, etc. (they are excluded from implicit skill matching so 37 runner descriptions don't pollute the index).

Harness differences vs Claude Code

  • Gates render via the request_user_input tool when the shipped config flags enable it, with a numbered-prose fallback otherwise (answer with a number or free text). Gate semantics live in the engine either way.
  • No custom statusline — workflow position rides the update_plan tool (the task-progress statusline item) and $aidlc --status.
  • Git under the sandbox: workspace-write keeps .git read-only in-sandbox by design. Interactive sessions auto-escalate, and the shipped .codex/rules/default.rules pre-allows git worktree/commit/add. Headless runs (CI, exec workers) need writable_roots = ["<main repo>/.git"] — template in the shipped config.toml (linked worktrees resolve into <main>/.git/worktrees/*, so it must be the main repo's .git).
  • Swarm floor = codex exec workers — one headless worker per emitted Construction Unit in the isolated worktree for that Unit's Bolt (always < /dev/null), with the same deterministic referee. AIDLC_USE_SWARM=1 has no Workflow tool here and loud-degrades (SWARM_DEGRADED is audited).
  • Session lifecycle: Codex has no SessionEnd event; an unclosed session is reconciled as an inferred SESSION_ENDED audit row at the next session start. After compaction, Codex emits SessionStart with source=compact; that supported event re-injects the workflow mission before the first post-compaction continuation. This immediate drain is why AI-DLC requires Codex >= 0.145.0.
  • Artifact audit fidelity: in headless codex exec runs the model often writes files via shell heredocs, which bypass the apply_patch hook matcher — ARTIFACT_* rows can be sparse. Interactive TUI sessions (where the system prompt mandates apply_patch) are the high-fidelity audit mode.
  • AIDLC rule layers live at the workspace root under aidlc/spaces/<active-space>/memory/ (one hand-editable source, identical on every harness); the AIDLC_RULES_DIR env seam in config.toml points the resolver there and the orchestrator injects an @aidlc/spaces/<active-space>/memory/... prompt mention. Codex's native .codex/rules/ directory holds Starlark permission rules — distinct from the AIDLC method.
  • No welcome message: the Claude harness renders the Phases/Stages/Scopes onboarding banner from settings.json companyAnnouncements at session start; Codex has no equivalent. The session-start path injects workflow context only.
  • MCP servers: Codex reads MCP definitions from [mcp_servers.<name>] tables in config.toml (project .codex/config.toml or ~/.codex/config.toml) — add the servers you need there. The shipped config declares none (the Claude harness ships five via .mcp.json; Codex ships zero by default).

Regenerating

bun scripts/package.ts codex          # regenerate dist/codex from core/ + harness/codex/
bun scripts/package.ts --check        # build twice and byte-compare (every harness)

Core .ts files are byte-identical to their core/tools/ and core/hooks/ sources (pinned by tests/unit/t150-codex-packaging.test.ts); prose carries the {{HARNESS_DIR}} token the packager substitutes to .codex (plus the rules/ → aidlc-rules/ rename), the one permitted transform class. The live end-to-end journey is tests/e2e/t-exec-codex-status.serial.test.ts (gate: AIDLC_CODEX_EXEC_LIVE=1).

Next steps

Installed and trusted? The methodology is the same on every harness — keep going with the neutral chapters:

Other harnesses: Running AI-DLC on Kiro IDE · AI-DLC on Cursor · the harness family index.