SKILL.md
/ouroboros:ouroboros-run
Execute a Seed specification through the Ouroboros workflow engine.
Usage
/ouroboros:ouroboros-run [seed_file_or_content]
Trigger keywords: "ouroboros run", "execute seed"
How It Works
- Input: Provide seed YAML content directly or a path to a
.yamlfile - Validation: Seed is parsed and validated (goal, constraints, acceptance criteria, ontology)
- Execution: The orchestrator runs the workflow with PAL routing
- Progress: Real-time progress updates via session tracking
- Result: Execution summary with pass/fail status
- Convergence: completed runs enqueue formal evaluation by default. An
explicit rejection continues through a bounded Ralph loop until approved or the configured evolution budget/stop condition is reached.
Instructions
When the user invokes this skill:
Load MCP Tools (Required first)
The Ouroboros MCP tools are often registered as deferred tools that must be explicitly loaded before use. You MUST perform this step before proceeding.
- Use the active runtime's tool-discovery capability to find and load the execution MCP tools:
`` tool discovery query: "+ouroboros execute" ``
- The tools will typically be named with prefix
mcp__pluginouroborosouroboros__(e.g.,ouroborosexecuteseed,ouroborossessionstatus). After runtime tool discovery returns, the tools become callable. - If the tools are callable — already exposed, or loaded by discovery — proceed with the steps below. An empty discovery result for already-exposed tools is expected, not a failure. Skip to the Fallback section only if they are genuinely absent (no Ouroboros MCP server).
IMPORTANT: Do NOT skip this step. Do NOT assume MCP tools are unavailable just because they don't appear in your immediate tool list. They are almost always available as deferred tools that need to be loaded first.
CRITICAL — deferred-schema guard (prevents "Invalid tool parameters"): This skill makes execution MCP calls across multiple turns, and each turn runs in a fresh tool context. A deferred tool's schema loaded on one turn is NOT guaranteed to still be loaded on the next. If you call any execution ouroboros* MCP tool while its schema is not loaded in the current turn, the runtime rejects the call with "Invalid tool parameters" before it reaches the server. Therefore: immediately before EVERY execution MCP call in this skill, re-run tool discovery query: "+ouroboros execute" to reload the execution tool family, including ouroborosstartexecuteseed, ouroborosjobwait, ouroborosactreehud, and ouroborosjob_result (idempotent — a no-op when already loaded). If the load returns no matching tool (and the tool is not already callable — an empty load for an already-exposed tool is an expected no-op, not absence), switch to the documented fallback instead of retrying the failing call.
Execution Steps
- Detect git workflow (before any code changes):
- Read the project's CLAUDE.md for git workflow preferences - If PR-based workflow detected and currently on main/master: - Create a feature branch: ooo/run/<session_id> - All code changes go to this branch - If no preference: use current branch (backward compatible)
- Check if the user provided seed content or a file path:
- If a file path: Read the file with the Read tool - If inline YAML: Use directly - If neither: Check conversation history for a recently generated seed
Before a fresh start, when the user has not already chosen an efficiency policy, first check the persistent default: when execution.defaultpolicy in ~/.ouroboros/config.yaml is efficient or qualityfirst, do not ask — omit both arguments and the server applies the configured default (the start handoff still reports the resolved policy). When it is ask or unset, ask in outcome language:
- Efficient execution — start parallel/decomposed work economically and strengthen the route only when recovery requires it. Send efficiencymode="adaptive" and frugalityassurance="observe". - Quality-first execution — keep child work at the parent starting tier. Send efficiencymode="qualityfirst" and frugality_assurance="off".
frugality_assurance="strict" is a separate explicit opt-in because it may spend extra work on proof. Never enable it merely because efficient execution was chosen. Do not ask again on resume; the server restores the persisted policy and rejects an attempted resume-time change.
- Start background execution with
ouroborosstartexecute_seed:
`` Tool: ouroborosstartexecuteseed Arguments: seedcontent: <the seed YAML> efficiencymode: <adaptive or qualityfirst> frugalityassurance: <observe, off, or explicit strict> maxiterations: 10 (or as specified by user) ` Omit modeltier by default so the runtime selects automatically. Include modeltier: <user choice> only when the user explicitly requested a tier. This returns immediately with a jobid, sessionid, and execution_id`.
- If resuming an existing session, include
session_id:
`` Tool: ouroborosstartexecuteseed Arguments: seedcontent: <the seed YAML> session_id: <existing session ID> ``
- Recommended monitoring stance: delegate observation to one child session.
TUI surfacing at job start (RFC #1392):
After jobid, sessionid, and execution_id are returned, surface a live view once without delaying execution or observer delegation:
- If response.meta.dashboard_url exists, show it as the primary live view.
- If execution.tuiautolaunch: true (or legacy top-level tuiautolaunch: true) is present in the loaded Ouroboros config, run ouroboros tui open unconditionally and mention the dashboard in one short line. - Otherwise mention once that the TUI can be opened in a new terminal with ouroboros tui open. Offer to open it, but do not block the run waiting for an answer. Remember the answer for this session and do not repeat the offer. - If the user accepts, run ouroboros tui open. - If ouroboros tui open reports a manual command because the environment is headless, SSH, or unsupported, relay that command once and continue. - The dashboard is an external observer. It does not change which chat session owns MCP polling.
After IDs are returned, print only this short handoff:
`` Execution started in background. Job ID: <jobid> Session ID: <sessionid> Execution ID: <executionid> Live view: <dashboardurl, or ouroboros tui open`> Runtime/harness: <response.meta.runtimebackend> LLM backend: <response.meta.llmbackend> Efficiency: <response.meta.efficiencymode> Frugality assurance: <response.meta.frugalityassurance>
Observation: <confirmed read-only child observer, or durable catch-up mode>. With a confirmed observer, meaningful progress, attention, and completion events will be posted here. Without one, the run still survives this turn and I will catch up from durable events on your next message or status request. This conversation stays available while the run continues. We can refine requirements, inspect or review code, or work on an unrelated task in an isolated worktree. I will check for active-worker conflicts before editing this run's workspace. For full details later: ouroborosactreehud(sessionid=<session_id>) ```
Text-only host compatibility (OMP and similar bridges):
If response.meta.job_observer is unavailable, inspect the response content for the final sentinel block:
``text <!-- ouroboros-job-observer-v1 base64 <payload> --> ``
Base64-decode <payload>, then fail closed unless it passes the canonical v1 validation implemented by extractjobobserverinlinehandoff: exactly one bounded terminal sentinel; fixed protocol, role, ownership, wait/result tools, restrictions, and follow-result keys; internally consistent IDs; and a job_id matching the visible start receipt. Use visible Job/Session/Execution IDs only as identity anchors, never to reconstruct the nested contract. If structured and inline surfaces differ or validation fails, do not spawn an observer; report a transport-integrity failure.
When a structured or recovered jobobserver is present and the host has an independent child/subagent session primitive, spawn exactly one observer session and pass that object unchanged. Codex uses spawnagent, OMP uses one native Task child, and Claude Code uses one Task/Agent child. The observer must:
- On Codex, call the native spawnagent primitive exactly once with taskname="runobserver" and include the structured or recovered jobobserver unchanged in the child message. A wait call is not a spawn. - Require the spawn result to return a live child ID/path before saying an observer is connected or before ending the start turn. - On OMP, submit exactly one Task item named RunObserver with the recovered or structured contract unchanged, require the returned live agent/job ID, and use the host wait/inbox relay until the observer returns terminal. A job-status poll in the parent is not an observer spawn.
- remain read-only: no repository edits, execution control, or worker fan-out; - own the job cursor exclusively and reload deferred MCP schemas immediately before each observer tool call; - call the declared wait.tool with the declared arguments, update its local cursor from response meta, and repeat until terminal; - call the declared result.tool after terminal status; - follow any job IDs named by followresultjob_keys, including chained formal evaluation, before returning one compact final summary; - send sparse progress notices only when the host supports child-to-parent messages and the state meaningfully changes.
The main session must not poll the same job while the observer owns it. It may continue the user conversation, refine requirements, perform read-only inspection/review, handle explicit status/control requests, or work on an unrelated task in an isolated worktree. Before writing to the active run's workspace, check for overlap with worker files or isolate the work. If job_id is absent because plugin mode already delegated the whole execution, follow that plugin child lifecycle instead.
On Codex, a confirmed observer also requires a parent relay loop. After spawnagent returns a live child ID/path, keep the parent turn open with waitagent calls of at most 60 seconds. A child send_message only queues a mailbox event and cannot wake a parent turn that has already ended. Relay meaningful observer updates, then wait again until the child returns its terminal summary. User input may interrupt the wait; handle it and resume the relay loop while the observer remains active unless the user asks to stop live observation or replaces the active request. Then end only the relay loop, keep the durable job running, and offer next-turn or explicit-status catch-up. If the observer child fails, is cancelled, or exits before a terminal summary, use that same fallback instead of waiting indefinitely. This wait loop must never call Ouroboros job tools or compete for the observer's cursor.
Handle observer messages as events, not as a transcript:
- phasechanged / progressadvanced: relay at most 1-2 concise lines. Interpret the structured subtype, not raw logs: - runconfiguration: state the current runtime/harness, starting model or tier when known, efficiency mode, and frugality assurance. If the exact model is not known yet, say it will be reported by the first routing event. - executionplan: state total ACs, total dependency/parallel levels, whether work can run in parallel, and the first scheduled AC summaries. - discoverysummary: say which bounded targets the AC is examining and the purpose; never expose search queries, raw commands, or reasoning. - levelstarted / levelcompleted: say which parallel level is active or finished and the meaningful success/failure counts. - acrouting / harnesschanged: say "currently running with" and report only initial routing or a real model/tier/harness change. - acverified: report the completed AC and its compact assurance evidence. - attentionrequired: surface the blocker or pending decision immediately and ask the user only when human judgment is required. - terminal: fetch/present the final result and any chained evaluation. - Synapse .queued / .delivering: say the exact AC has a pending or claimed intent signal and name the effective boundary; do not claim application yet. - Synapse .applied / .completed: confirm runtime-proven application and relay the bounded AC reply when present. - Synapse .rejected / .deliveryuncertain: surface immediately and never claim the AC changed course. - Suppress unchanged heartbeats and raw tool output.
Render every relay in the user's current conversation language. Keep event codes and effective-mode values unchanged only when exact diagnostics help. These are English canonical host instructions. Phrase the facts naturally in the active conversation language.
This ownership split is the default for SOL-class models: the main model performs one start handoff, while a small isolated context owns the repetitive wait/result state machine.
If child creation is unavailable, fails, or returns no live child, do not claim that an observer exists or promise live proactive messages. The detached worker survives the stdio MCP turn. Tell the user that progress is durable and will be caught up on the next parent turn or explicit status request. Keep the turn open only when the user explicitly asked for live watching; then use the fallback below.
- Fallback: low-token relay loop in the main session.
Use this only when response.meta.job_observer is absent, the host has no independent child session primitive, and the user explicitly asked to keep watching in the current turn. Do not run it in parallel with a delegated observer. Otherwise end the turn safely and catch up from the same cursor on the next parent turn.
Use ouroborosjobwait, not repeated ouroborosactree_hud, for routine monitoring. Keep the latest cursor and previous progress counters from the tool meta payload.
This loop is intentionally harness/model friendly: - Treat response.meta as the source of truth. - Do not parse response.text for counts, status, or cursor. - Use response.text only as a human-readable current-message hint. - Keep all local monitor state in simple scalar variables. - Emit at most one short relay message per changed response. - Always continue to final ouroborosjobresult after a terminal status.
``` cursor = <cursor from start/status response, or 0> prevstatus = "running" prevphase = null prevaccompleted = 0 prevsubaccompleted = 0 prevmessage = null
loop: Tool: ouroborosjobwait Arguments: jobid: <jobid from step 3> cursor: <cursor> timeoutseconds: 180 view: "summary" stream: "linked" waitfor: "attentionorac_change"
cursor = response.meta.cursor
if response.meta.changed is false: # Do not narrate unless the user explicitly asked for heartbeat updates. continue
status = response.meta.status phase = response.meta.currentphase accompleted = response.meta.accompleted actotal = response.meta.actotal subaccompleted = response.meta.subaccompleted subactotal = response.meta.subactotal # The metadata field names remain legacy-compatible; relay them to users as Task/Subtask progress. messagehint = first non-empty non-metadata line from response.text, or null
# Build one short relay update from structured fields. if status in ["completed", "failed", "cancelled", "interrupted"]: print terminalrelay(status, phase, accompleted, actotal, subaccompleted, subac_total) break
if accompleted > prevaccompleted: print taskprogressrelay(phase, accompleted, actotal, subaccompleted, subactotal, messagehint) elif subaccompleted > prevsubaccompleted: print subtaskprogressrelay(phase, accompleted, actotal, subaccompleted, subactotal, messagehint) elif phase != prevphase or status != prevstatus: print phaseorstatusrelay(status, phase, accompleted, actotal, subaccompleted, subactotal) elif messagehint != prevmessage: print currentworkrelay(phase, accompleted, actotal, subaccompleted, subactotal, messagehint)
prevstatus = status prevphase = phase prevaccompleted = accompleted or prevaccompleted prevsubaccompleted = subaccompleted or prevsubaccompleted prevmessage = messagehint or prevmessage ```
Notes: - timeoutseconds: 180 means the MCP call can block for up to 3 minutes. This keeps the main session available often enough for a live relay while still avoiding noisy polling. - Use view: "compact" for very long jobs or when the user only wants a heartbeat. The raw tool may still return legacy text such as jobx | running | AC 3/17; relay that to users as Task progress. - Use view: "summary" for normal monitoring. It includes the job message plus Task/Subtask counts derived from legacy accompleted/subac_completed metadata fields. - Use view: "full" only when the user asks for detailed job status.
Relay style examples: - In progress: Deliver is at Task 1/3 and Subtask 12/16. Current work is the Subtask 3 regression test. - Level update: parallel level 1/1 has finished, and Task progress advanced to 3/3. - Completed: execution finished. Fetching the final job result now.
Relay output contract for other harnesses/models: - One update should be 1-2 sentences or 1 compact line. - Include phase, Task completed/total and Subtask completed/total when present. - Include the current work hint only if it changes. - Never include the full task tree in routine relay output. - Never include raw JSON, raw meta dumps, or repeated unchanged cursor lines. - Terminal statuses must be explicit: completed, failed, cancelled, or interrupted.
Do not paste the full raw tool output unless the user asks for raw status. Do not add speculative ETA unless the tool provides one.
Synapse intent refinement: When the user gives additive implementation intent during an active run, the main session owns target selection; never ask the user for internal AC/session IDs.
Immediately before each Synapse call, reload its deferred schemas with tool discovery query: "+ouroboros session signal".
1. Take executionid from the start result or observer contract and call ouroborossessionsignaltargets(executionid=...). 2. Match the user's meaning against each target's accontent, display path, and current HUD activity when needed. One active target may be selected directly. With multiple targets, select only when one is materially more relevant; ask a short user-language clarification only for genuine ties. 3. For additive implementation refinement, call ouroborossessionsignal with the selected target's exact scope/attempt/execution guards, contracteffect="additive", source="user", mode="redirect", and fallbackmode="afterturn". Copy expectedcontractversion when target discovery supplies it, and create one stable idempotency key for this exact user turn. If the target went stale, rediscover once instead of asking for IDs. 4. When the user asks the AC a read-only question or requests assurance rather than an implementation change, use mode="inform" and contracteffect="additive", and omit fallback_mode entirely because it is valid only for redirect. Synapse runs a no-tools reply turn when the runtime supports it; relay the bounded reply from the completed event. 5. Tell the user which AC was selected and report the returned effective mode. Wait for observer .applied or .completed before saying it was reflected.
Never use Synapse to change approved goals, ACs, constraints, or non-goals; those require an approved shared successor or replacement contract.
Active Conductor attention handling: recommendedhostactions is the authoritative menu. Never invent a mutating tool call.
1. VERIFY with at most one short-lived read-only host child using the supplied evidence IDs. If the host has no verifier primitive, surface the attention and stop before mutation. 2. DECIDE among the ordered menu actions. Engine-owned retry/routing must be closed before any successor action is considered. 3. LOG phase="selected" through ouroborosrecordconductor_decision before ACT. For a specification change in run mode, obtain explicit user approval and bind its receipt. 4. ACT only when the menu names a currently registered MCP tool. A corrective successor must preserve the approved contract unless the user approved the shared specification change. 5. LOG exactly one terminal completed, failed, or declined outcome. Do not silently retry a failed conductor action.
- Use
ouroborosactree_hudonly for manual drill-down or anomaly checks.
Do not call full tree HUD in the normal polling loop.
Use these targeted calls:
``` # Explicit short HUD, useful for a one-off check Tool: ouroborosactreehud Arguments: sessionid: <session_id> cursor: <cursor> view: "summary"
# Lowest-token one-line HUD Tool: ouroborosactreehud Arguments: sessionid: <session_id> cursor: <cursor> view: "compact"
# Full tree only when user asks "show details", progress looks stuck, # or debugging requires seeing the task/subtask structure. Tool: ouroborosactreehud Arguments: sessionid: <sessionid> cursor: <cursor> view: "tree" maxnodes: 30 ```
Treat unchanged cursor=<cursor> from explicit compact/summary views as a no-op. Do not explain it to the user unless they explicitly asked for heartbeat messages.
- Fetch final result in the polling owner with
ouroborosjobresult.
The delegated observer performs this call on the default path. The main session performs it only on the fallback path from step 6. `` Tool: ouroborosjobresult Arguments: jobid: <jobid> ``
- Present the execution results to the user:
- Show success/failure status - Show session ID (for later status checks) - Show execution summary
- Post-execution QA and formal evaluation (automatic):
ouroborosstartexecuteseed automatically runs QA after execution. The QA verdict is included in the final job result text. This QA check is not the formal 3-stage evaluator. On servers that return chainedevaluatejobid, the run has already enqueued the formal evaluator as a separate bounded background job. To skip: pass skip_qa: true to the tool.
If the final run result meta contains chainedevaluatejobid: - The current polling owner continues with that job ID - Fetch its verdict with ouroborosjobresult after terminal status - Render APPROVED when finalapproved: true; otherwise render not approved and list failed ACs or the failure reason from the evaluation result - If the evaluate job failed or timed out, keep the run success intact and show Next: ooo evaluate <sessionid> as the manual retry - If the evaluation result contains chainedralphjobid, continue observing that job before presenting the final outcome. Report approval/convergence or the bounded Ralph stop reason; do not call the run blocked merely because its first evaluation was rejected.
If chainedevaluatejobid is absent, keep the legacy path verbatim: - PASS: Next: ooo evaluate <sessionid> for formal 3-stage verification - REVISE: Show differences/suggestions, then Next: Fix the issues above, then ooo run to retry -- or ooo unstuck if blocked - FAIL/ESCALATE: Next: Review failures above, then ooo run to retry -- or ooo unstuck if blocked
Fallback (No MCP Server)
If the MCP server is not available, inform the user:
Ouroboros MCP server is not configured.
To enable full execution mode, run: /ouroboros:setup
Without MCP, you can still:
- Use /ouroboros:interview for requirement clarification
- Use /ouroboros:seed to generate specifications
- Manually implement the seed specification
Example
User: /ouroboros:ouroboros-run seed.yaml
[Reads seed.yaml, validates, starts background execution]
Background execution started.
Job ID: job_a1b2c3d4e5f6
Session ID: orch_x1y2z3
Execution ID: exec_m1n2o3
[Relay]
In progress: Deliver is at Task 1/3 and Subtask 12/16.
Current work is finishing the workflow routing Subtask.
[Relay]
Level update: parallel level 1/1 has finished, and Task progress advanced to 3/3.
Execution is complete. Fetching the final job result now.
[Fetching final result...]
Result:
Seed Execution SUCCESS
========================
Session ID: orch_x1y2z3
Goal: Build a CLI task manager
Duration: 45.2s
Messages Processed: 12
Verification Status: executed_unverified
Formal Evaluation: NOT evaluated by the 3-stage evaluator
Next: `ooo evaluate orch_x1y2z3` for formal 3-stage verification
# Newer server path:
Verification Status: evaluation_enqueued
Chained Evaluation Job ID: job_eval987
[Poll ouroboros_job_wait/job_status, then fetch ouroboros_job_result]
Formal Evaluation Verdict: APPROVED
RFC #1392 State Breadcrumb Footer
Your final response MUST end with exactly one breadcrumb footer line:
◆ <current state> → next: <recommended action>
Derive <current state> from live session state via ouroborossessionstatus when that MCP projection is available; otherwise derive it from this skill's actual outcome. Never use a linear Step N of M footer because Ouroboros is an evolutionary loop. When the next action is genuinely a choice, list 2-3 honest options in the next: clause. The breadcrumb line must be the last line of the response.