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Ouroboros Runtime Guide: Kiro CLI

This guide covers how to use Ouroboros with the Kiro CLI as an execution runtime. Kiro is run in its headless mode (kiro-cli chat --no-interactive, documented at https://kiro.dev/docs/cli/headless/).

Installation

Kiro CLI must be installed and authenticated before Ouroboros can use it:

# Verify installation — 2.2.0 or higher is required for --resume-id support
kiro-cli --version
kiro-cli chat --help | grep -- --resume-id

Sign in to Kiro once using whatever flow your Kiro distribution provides (AWS Builder / IAM sign-in, etc.) so headless invocations work without prompting.

Setup

pip install 'ouroboros-ai[claude]'   # the [claude] extras ship the Agent SDK types Ouroboros reuses
ouroboros setup --runtime kiro

This will:

  1. Confirm kiro-cli is on PATH (or honour OUROBOROS_KIRO_CLI_PATH / orchestrator.kiro_cli_path from your config).
  2. Write to ~/.ouroboros/config.yaml:
    orchestrator:
      runtime_backend: kiro
      kiro_cli_path: /usr/local/bin/kiro-cli  # whatever was detected
    llm:
      backend: kiro
  3. Register the Ouroboros MCP server in ~/.kiro/settings/mcp.json with the env block pre-seeded so ooo <skill> shortcuts dispatch to the Kiro adapter automatically:
    {
      "mcpServers": {
        "ouroboros": {
          "command": "/path/to/ouroboros",
          "args": ["mcp", "serve"],
          "disabled": false,
          "env": {
            "OUROBOROS_RUNTIME": "kiro",
            "OUROBOROS_LLM_BACKEND": "kiro"
          }
        }
      }
    }

Setup is idempotent — re-running preserves any peer MCP entries and custom env keys. The ouroboros binary is resolved to an absolute path on purpose: Kiro's MCP initialisation has a short timeout, and spawning the installed binary directly keeps cold start well below uvx --from ouroboros-ai[...] which can exceed that timeout on the first invocation.

Usage

Open a Kiro session from the directory you want to work in:

cd ~/projects/my-new-idea
kiro-cli chat

Inside the session, the skill shortcuts behave the same way they do in Claude Code or Codex:

> ooo interview "I want to build a todo list CLI"

Kiro will invoke the ouroboros_interview MCP tool, stream a Socratic question, and hand control back to you for the answer. Continue the interview turn-by-turn until the ambiguity score drops to ≤ 0.2 and Ouroboros declares the session READY; then run ooo seed (or call ouroboros_generate_seed directly) to crystallise the Seed YAML.

Executing Workflows

After a Seed exists, either stay inside Kiro and call ouroboros_execute_seed, or drive it from the terminal with the Kiro runtime selected:

ouroboros run ~/.ouroboros/seeds/seed_<id>.yaml --runtime kiro

Skill dispatch layering

Kiro uses the shared stateless ouroboros.router resolver plus the new SkillInterceptor: ooo <skill> and /ouroboros:<skill> prefixes are matched before the Kiro subprocess spawns. Skill dispatch therefore runs identically across Kiro / Codex / Claude. See Shared ooo Skill Dispatch Router.

Targeted resume (caller-supplied session id)

When a caller passes a known session id, the adapter forwards it to Kiro's native --resume-id flag (invalid or shell-unsafe ids are rejected at argv-build time):

kiro-cli chat --no-interactive --resume-id 6f8a3c21-... "next turn"

Unlike bare --resume (which resumes the most recent session in the directory), --resume-id honours the requested id exactly.

Ouroboros does not currently capture Kiro session ids from a normal execute_task run — headless mode does not surface them on stdout. That limits the built-in checkpoint/resume story to callers who retrieve ids out-of-band via kiro-cli chat --list-sessions -f json. See Declared capabilities below for the honest flag; this is future-work territory.

Declared capabilities

Kiro's KiroAgentAdapter.capabilities evaluates to:

RuntimeCapabilities(
    skill_dispatch=True,
    targeted_resume=False,
    structured_output=False,
)

targeted_resume=False reflects a concrete limitation of Kiro headless mode: kiro-cli chat --no-interactive does not surface the session id on stdout or stderr during the run, so the adapter cannot capture a resumable handle from normal execution. Session ids are only visible afterwards via kiro-cli chat --list-sessions. The adapter still understands --resume-id <session_id> when a caller provides an externally-sourced id, but does not advertise native resume capability it cannot honor end-to-end. Wiring --list-sessions -f json into completion (or adopting kiro-cli acp) would flip this flag in a future PR.

structured_output=False reflects that Kiro headless emits plain-text stdout (with ANSI prompt markers stripped by the adapter) rather than the JSONL event streams Claude / Codex produce. Callers that depend on structured events should branch on capabilities.structured_output instead of backend names so that a future ACP-based Kiro adapter can flip this flag without breaking consumers.

Future work: ACP

Kiro also exposes an Agent Client Protocol surface (kiro-cli acp) that offers structured JSON-RPC events and richer session management. This adapter intentionally does not use it yet — the RuntimeCapabilities + SkillInterceptor abstraction introduced in this PR was written so a future KiroACPAdapter can simply be added and flip structured_output=True without changing callers.

Troubleshooting

connection closed: initialize response in Kiro logs

Kiro's MCP init timed out before the Ouroboros server responded. Most commonly the server was started inside a virtualenv whose Python is incompatible with the installed pydantic — check ~/.kiro/settings/mcp.json and ensure the command points at an ouroboros binary from a Python 3.12 / 3.13 environment, not a Python 3.14 rc venv.

I don't have a tool called ouroboros_*

MCP server loaded with a different name or did not load at all. Re-run ouroboros setup --runtime kiro from the venv that owns the installed ouroboros binary, then restart the Kiro session.

Responses start with > or contain escape sequences

Kiro's headless stdout still carries terminal prompt markers; the adapter strips SGR/CSI escapes and the leading > marker before surfacing content. If you see them leaking through, you are probably running an older Ouroboros wheel that predates the fix — reinstall from a version that includes commit 9d0db8a (fix(kiro): strip ANSI prompt marker + color escapes from stdout).

Further reading