Acceptance Orchestrator
SkillCloud & infraLets your agent run a coding task end-to-end from issue to implementation, review, deployment, and verification.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Acceptance Orchestrator skill
About this capability
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.
What this skill tells your AI
The instructions your AI receives, as published by sickn33/agentic-awesome-skills in skills/acceptance-orchestrator/SKILL.md and read by ahel’s review.
Overview
Orchestrate coding work as a state machine that ends only when acceptance criteria are verified with evidence or the task is explicitly escalated.
Core rule: do not optimize for "code changed"; optimize for "DoD proven".
When to Use
- The task already has an issue or clear acceptance criteria and should run end-to-end with minimal human re-intervention.
- You need structured handoff across implementation, review, deployment, and final verification.
- You want explicit stop conditions and escalation instead of silent partial completion.
Required Sub-Skills
create-issue-gateclosed-loop-deliveryverification-before-completion
Optional supporting skills:
deploy-devpr-watchpr-review-autopilotgit-ship
Inputs
Require these inputs:
- issue id or issue body
- issue status
- acceptance criteria (DoD)
- target environment (
devdefault)
Fixed defaults:
- max iteration rounds =
2 - PR review polling =
3m -> 6m -> 10m
State Machine
intakeissue-gatedexecutingreview-loopdeploy-verifyacceptedescalated
Workflow
-
Intake
- Read issue and extract task goal + DoD.
-
Issue gate
- Use
create-issue-gatelogic. - If issue is not
readyor execution gate is notallowed, stop immediately. - Do not implement anything while issue remains
draft.
- Use
-
Execute
- Hand off to
closed-loop-deliveryfor implementation and local verification.
- Hand off to
-
Review loop
- If PR feedback is relevant, batch polling windows as:
- wait
3m - then
6m - then
10m
- wait
- After the
10mround, stop waiting and process all visible comments together.
- If PR feedback is relevant, batch polling windows as:
-
Deploy and runtime verification
- If DoD depends on runtime behavior, deploy only to
devby default. - Verify with real logs/API/Lambda behavior, not assumptions.
- If DoD depends on runtime behavior, deploy only to
-
Completion gate
- Before any claim of completion, require
verification-before-completion. - No success claim without fresh evidence.
- Before any claim of completion, require
Stop Conditions
Move to accepted only when every acceptance criterion has matching evidence.
Move to escalated when any of these happen:
- DoD still fails after
2full rounds - missing secrets/permissions/external dependency blocks progress
- task needs production action or destructive operation approval
- review instructions conflict and cannot both be satisfied
Human Gates
Always stop for human confirmation on:
- prod/stage deploys beyond agreed scope
- destructive git/data operations
- billing or security posture changes
- missing user-provided acceptance criteria
Output Contract
When reporting status, always include:
Status: intake / executing / accepted / escalatedAcceptance Criteria: pass/fail checklistEvidence: commands, logs, API results, or runtime proofOpen Risks: anything still uncertainNeed Human Input: smallest next decision, if blocked
Do not report "done" unless status is accepted.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
Signals
- GitHub stars
- 46k
- Forks
- 7k
- Last commit
- Sep 2026
ahel recommends instead
Advanced
- Catalog kind
- skill
- Gateway key
acceptance-orchestrator-sickn33- Source
- github.com/sickn33/agentic-awesome-skills