auto
Use when the work spans several files or replaces a framework, language, auth, storage, or API layer (rewrites and migrations included), and the user wants it…
Skill by Q00
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/q00-auto
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: backend, security, refactoring, code-generation
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/auto
What's inside
- Skill name
auto- Description
- Use when the work spans several files or replaces a framework, language, auth, storage, or API layer (rewrites and migrations included), and the user wants it to end up working and tested. Asks only what is missing, writes a spec with acceptance criteria, then runs and verifies it in the background. Not for questions, small edits, or an existing Seed (use run).
- License
- MIT
- Instructions
- 211 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# /ouroboros:auto
Run the full-quality auto pipeline from a single task description.
## Dispatch requirement
This skill must be executed by invoking MCP tool `ouroboros_start_auto`. Do not
manually inspect repositories, run shell commands, query GitHub, edit files, or
otherwise emulate the auto pipeline. The background starter returns `job_id`
and `auto_session_id` quickly; retain both. If `ouroboros_start_auto` or a
required job wait/result tool is unavailable, stop and report that the required
MCP tool is unavailable. A manual fallback is not an `ooo auto` run.
If a started auto job returns `detached`, `blocked`, `failed`, or another
auto-session status, report that status and the tool's blocker. `detached` is
non-terminal tracked background work: surface the job/Ralph handles and keep
observing them through the same owner. Do not label a `blocked` or `failed`
outcome as MCP dispatch failure; dispatch failure means the MCP tool could not
be invoked.
Do not stop after returning the `job_id`: keep the conversational UX, delegate
monitoring (below), and never tell the user to call job tools themselves. The
user should not have to poll the job manually.
Immediately before each `ouroboros_*` call, load its schema with the active runtime's tool-discovery capability (for example `"+ouroboros auto"` for `ouroboros_start_auto` and `"+ouroboros session signal"` for the Synapse tools); a schema loaded on an earlier turn may be gone. An empty result for an already-callable tool is expected.
## Usage
```text
ooo auto "Build a local-first habit tracker CLI"
ooo auto --resume auto_abc123
ooo auto "Build a local-first habit tracker CLI" --skip-run
/ouroboros:auto "Build a local-first habit tracker CLI"
```
`ooo auto` takes no parent Seed and infers no lineage from goal prose (a Seed
named in the goal is ordinary context); never claim preserved lineage or AC
edit scope. Use `ooo evolve` for parent evolution or `ooo run` for an existing
Seed.
## CLI flag → MCP arg translation
Translate CLI-style flags typed in chat before invoking `ouroboros_start_auto`:
| CLI flag | MCP arg | Type |
|----------|---------|------|
| `--skip-run` | `skip_run=true` | boolean |
| `--max-interview-rounds N` | `max_interview_rounds=N` | integer |
| `--max-repair-rounds N` | `max_repair_rounds=N` | integer |
| `--pipeline-timeout-seconds X` | `pipeline_timeout_seconds=X` | number |
| `--efficiency-mode adaptive\|quality_first` | `efficiency_mode=<value>` | string |
| `--frugality-assurance off\|observe\|strict` | `frugality_assurance=<value>` | string |
| `--resume <id>` | `resume=<id>` | string |
- `--max-generations` belongs to `ooo ralph`, not `ooo auto`.
- `--complete-product` is deprecated and ignored (the run job owns the chain).
- `--pipeline-timeout-seconds` is accepted only on a fresh start; with `--resume` it is rejected because the original deadline is preserved.
- The CLI-only `--show-ledger` flag prints assumptions/non-goals; MCP responses already include that ledger summary when available.
Before a fresh start, do not ask about an efficiency policy unless the user
raised it or `execution.default_policy` in `~/.ouroboros/config.yaml` is
explicitly `ask`. Otherwise omit both arguments: the server applies the
configured default (quality-first when nothing is configured), and its start
receipt names the running policy and the change command; relay that line once.
If the user did choose, or the config says `ask`, map the choice in outcome
language: **Efficient execution** is `adaptive/observe`; **Quality-first
execution** is `quality_first/off`. `strict` assurance is a separate explicit
opt-in because it may spend extra work on proof; never infer it. On resume,
send neither argument; Auto restores the persisted contract.
## Behavior
1. Starts an auto session and runs bounded Socratic interview rounds with source-tagged auto answers.
2. Generates a Seed, then reviews and repairs it until it is A-grade (passes the Seed review) or blocked.
3. Starts execution only after A-grade (unless `skip_run`). Auto reaches `COMPLETE` once the run has a durable handle; the run job then carries its own `run → evaluate → ralph` chain under `execution.auto_evaluate` / `execution.auto_evolve` (both default `true`). Auto does not evaluate the run itself.
4. Every loop is bounded and timeouts return a resumable `auto_session_id`: resume with `ooo auto --resume <auto_session_id>`. The chained Ralph is bounded by `execution.auto_evolve_max_generations` (default 3), each generation capped by Ralph's per-iteration timeout, but there is no total wall-clock cap on the chain, and the auto deadline (`--pipeline-timeout-seconds`, CLI `--timeout`) does not bound it.
**Preflight blocker.** `seed_preflight_unexecutable` is a start-new-session
boundary, not a `--resume` boundary: the session's Seed is immutable, so use
the displayed questions to revise the goal/Seed contract and start a new
`ooo auto` session (the blocked one stays for audit). Transient interview,
evaluator, or lateral-tool exhaustion is different: resume the same session
once the provider is healthy.
## Background monitoring
1. **Hand off.** Relay the server's start receipt (handles, runtime/harness,
LLM backend, efficiency and frugality settings). Show
`response.meta.dashboard_url` when present, otherwise mention
`ouroboros tui open` once. Say this conversation stays available for
refinement, read-only review, explicit control, or unrelated work in an
isolated worktree; check for overlap with worker files before writing to
the active auto workspace.
2. **Delegate to exactly one observer.** The start result carries
`response.meta.job_observer`, a read-only observer contract. If the
structured meta is missing, recover it from the final
`<!-- ouroboros-job-observer-v1 base64 ... -->` content sentinel and fail
closed unless all of these hold: exactly one sentinel, at the end of the
text; the bounded payload decodes to an object whose only key is
`job_observer`; that contract passes canonical v1 validation (it equals,
field for field, the v1 contract the server builds from its own `job_id`,
`cursor`, `session_id`, `execution_id`, and `follow_result_job_keys`, so a
changed tool, argument, or instruction, or an extra field, fails); its
job/session identity matches the visible start receipt; and it does not
differ from any structured contract. Never rebuild the contract from
visible IDs.
With a valid contract and an independent child-session primitive, spawn
exactly one observer through the active runtime's `orchestrate_subagents`
capability and pass the contract unchanged. It owns the cursor, waits until
terminal, fetches the result, and follows the IDs named by
`follow_result_job_keys`; it must not edit files, control execution, or spawn
workers. Claim an observer only after the spawn returns a live child ID. The
main session must not poll the same job.
- A `wait` call or a parent job-status poll is not a spawn. The contract's
`host_lifecycle` and the runtime's `orchestrate_subagents` guidance name
the concrete spawn and wait mechanics. Once acknowledged, if the runtimeFrom Q00/ouroboros, MIT.
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Interactive tutorial teaching Ouroboros hands-on
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Signals
- Stars
- 6,269
- Forks
- 634
- Open issues
- 74
- Contributors
- 96
- Last commit (this folder)
- Oct 16, 2026 (11 days ago)
- Last release
- Oct 23, 2026 (4 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Q00/ouroboros
- Website
- ouroboros.page/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
auto skill. Agent Mart. https://agentmart.dev/skills/q00-auto (last updated 2026-10-24)