Shepherd PRs
flutter/flutter
Automate shepherding, checking status, updating branches, and landing open PRs or approved third-party contributor PRs in the flutter/flutter repository using the gh CLI.
Deliver implementation PRs across Avibe, avibe-backend, avibe-docs, avault, and vault-sandbox.
$ npx skills add avibe-bot/avibe --skill pr-delivery-loop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install avibe-bot/avibe pr-delivery-loop --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/avibe-bot/avibe.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/pr-delivery-loop .claude/skills/pr-delivery-loop && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "pr-delivery-loop" agent skill from https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loop into .claude/skills/pr-delivery-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-delivery-loop", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loopType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add avibe-bot/avibe --skill pr-delivery-loop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install avibe-bot/avibe pr-delivery-loop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avibe-bot/avibe.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/pr-delivery-loop .agents/skills/pr-delivery-loop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pr-delivery-loop" agent skill from https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loop into .agents/skills/pr-delivery-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-delivery-loop", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add avibe-bot/avibe --skill pr-delivery-loop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install avibe-bot/avibe pr-delivery-loop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avibe-bot/avibe.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/pr-delivery-loop .cursor/skills/pr-delivery-loop && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "pr-delivery-loop" agent skill from https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loop into .cursor/skills/pr-delivery-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-delivery-loop", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/avibe-bot/avibe.git --path .agents/skills/pr-delivery-loop--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add avibe-bot/avibe --skill pr-delivery-loop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install avibe-bot/avibe pr-delivery-loop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avibe-bot/avibe.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/pr-delivery-loop .gemini/skills/pr-delivery-loop && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "pr-delivery-loop" agent skill from https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loop into .gemini/skills/pr-delivery-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-delivery-loop", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install avibe-bot/avibe pr-delivery-loopInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add avibe-bot/avibe --skill pr-delivery-loop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/avibe-bot/avibe.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/pr-delivery-loop .github/skills/pr-delivery-loop && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "pr-delivery-loop" agent skill from https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loop into .github/skills/pr-delivery-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-delivery-loop", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add avibe-bot/avibe --skill pr-delivery-loop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install avibe-bot/avibe pr-delivery-loop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avibe-bot/avibe.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/pr-delivery-loop .opencode/skills/pr-delivery-loop && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "pr-delivery-loop" agent skill from https://github.com/avibe-bot/avibe/tree/master/.agents/skills/pr-delivery-loop into .opencode/skills/pr-delivery-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-delivery-loop", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
pr-delivery-loopDeliver implementation PRs across Avibe, avibe-backend, avibe-docs, avault, and vault-sandbox.
PR Delivery Loop is an agent skill from avibe-bot/avibe. Deliver implementation PRs across Avibe, avibe-backend, avibe-docs, avault, and vault-sandbox. Required for branch and scope discipline, Codex review, CI, circuit breaking, and user-facing close-out, regardless of agent backend.
Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/rationale.md`).
The repository describes itself as: The local-first Agent OS — your AI partner lives on your own machine. Drive the official Claude Code, Codex & OpenCode from your browser or any chat app. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 84fcff2. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
ghpython3npmgitcodexFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use gh, npm and git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
PR Delivery Loop loads about 4.1k tokens when it runs, and up to ~5.2k if it reads all its reference files. Until then it costs about 61 tokens; SKILL.md has 2,236 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from avibe-bot/avibe at commit 84fcff2, republished under its MIT licence (© avibe-bot). 2,236 words, ~4,114 tokens.
.claude/skills/pr-delivery-loop/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.This file contains the operating rules. Rationale and examples are optional reading for understanding a failure or the reasons behind a rule; do not load them routinely. They introduce no additional delivery gates.
.agents/skills/pr-delivery-loop/ is canonical; the project-level
entry links to it. After canonical review passes, sync the whole maintained
package, including references, byte-for-byte to each repository mirror.
Inspect companion guidance and preserve unrelated files and edits.background-watch-hook owns managed waits, waiter scripts, cursor mechanics,
retry/settle/filter behavior, and delivery acknowledgement. Load that skill
before a managed wait. If unavailable, report the environment blocker; do not
vendor or reimplement it in a repository. This skill owns delivery policy..worktrees/avibe/<branch> in the multi-repo workspace). Preserve dirty work.npm run build for UI work). Self-review git diff origin/<default>...HEAD
for scope drift, missing contracts, secrets, and temporary artifacts.type(scope): summary title and explicit
--base <GitHub-default-branch>. Read back the title, body, and base.
Use --body-file for multiline Markdown, not shell-interpolated backticks.background-watch-hook: wait_pr.py, --forever, required --workflow
names, optional --branch, and no fixed --sha during a normal delivery loop.
Set --timeout 0 on both supervisor and waiter; do not impose a lifetime cap.DIRTY plus
absent CI calls for conflict diagnosis, not queue waiting.@codex review. While awaiting review, never pause without a
pending review or a new trigger. Do not push another head during a pending
review. Use wait time for acceptance, integration, and final-report preparation.eyes reaction within about two
minutes. Never select the last comment or search bodies for the trigger text.
The reaction disappears after completion; its later absence is not failed
pickup. PR-body eyes or a current-head verdict also provides live evidence.chatgpt-codex-connector, often rendered
with [bot]). A comment-shaped pass must say
Codex Review: Didn't find any major issues and name the current reviewed SHA.
Reviewed commit alone is not a pass; findings reviews use it too.+1 on the PR body is a pass only when the original durable Watch
captured it as new after the current head epoch began, the prior-head review
was already terminal, and the head is unchanged. Never manufacture this
boundary by reseeding. If the timeline cannot bind it, trigger review on the
unchanged head and require a SHA-bearing verdict. A summary marked completed,
another author's reaction, or an empty owner-authored review is not a pass.Before closing out, verify all review gates together:
The final report names the repository, PR URL, reviewed head, changes, validation layers, and residual manual/E2E work.
In a user-started orchestrator session, close out in the current turn: verify the gates, remove the Watch, then send the final report to the user. Do not create a follow-up solely to sequence report delivery and cleanup.
Delegated run finals are callback reports with a stable PR/head or Run ID, not
scratch text. A watch-triggered lane must explicitly deliver its report or
escalation to the orchestrator using vibe agent run --session-id <orchestrator> --message-file <report> --no-callback and verify the send. The orchestrator also
sends circuit-breaker decisions back explicitly; a GitHub Watch cannot observe
Session decisions. Keep a delegated lane's Watch until its report is delivered
to the orchestrator, then remove it. If delivery fails, keep observation
available for recovery.
Do not merge without explicit user/orchestrator authorization. Such an
instruction is final review authority, not permission to skip mechanical gates
or spawn another approver. Recheck all gates in one guarded shell conditional:
valid head-bound bot pass, zero unresolved threads, complete successful CI, and
an open non-draft PR with mergeStateStatus == CLEAN. Errors, empty responses,
and missing checks fail closed. Re-scan scope, confirm delegated lanes have no
running/queued work, and merge dependencies in order. Execute:
gh pr merge <validated-pr-url> --squash --match-head-commit <validated-head-sha>Read back MERGED and the merge commit. Report a failed gate precisely. Clean
up only this merged task's clean worktree/branches, preserving unrelated work;
fast-forward the primary default checkout before any separately authorized
deployment. Neither merge nor close-out authorizes deployment or a restart.
Only the orchestrator's final user-facing report offers action buttons,
never an internal lane report or GitHub comment. Name one repository/PR and its
reviewed head. Use actual destination capability and reply-enhancement settings:
when supported and enabled, append the trailing --- and [label] syntax from
Avibe's core/prompts/quick-replies.md, outside code fences. Otherwise, including
unknown capability/settings, use ordinary visible prose with the PR URL in each
suggested reply, without a trailing separator/bracket row that could be stripped.
Use the conversation language, English when unknown, and honor explicit labels:
| Action | Chinese | English |
|---|---|---|
| Merge | 合并PR | Merge PR |
| Update local master regression | 更新回归 | Update master |
| Update and verify end to end | 更新并验证 | Update + E2E |
Bind every action to its target before mutation. The callback submits only the label; adjacent prose and Markdown links add no hidden payload. Recover the source report from actual source-message metadata when available. If unavailable or not uniquely bound to a repository/PR, ask for the PR URL. Never select the latest mention, current worktree, or only open PR. An explicit user target resolves ambiguity without extra confirmation; do not change requested labels or invent a payload format.
Offer Merge only when the review, CI, and thread gates pass and the PR is
open, non-draft, and CLEAN. Offering it is not authorization. After binding a
click, re-fetch the head and gates; if the offered head changed or readiness
was lost, report that change and refresh the offer instead of using stale approval.
After GitHub confirms the named PR is MERGED, replace Merge with both regression choices and name the local target. Closed/unmerged is not merged. State in the report that both choices update from master; keep labels short. Update + E2E performs the same update, then relevant end-to-end verification. Both are separate opt-ins, not implied by merge. For Chinese reports:
---
[更新回归] | [更新并验证]For Avibe, bind the action and recheck MERGED, then follow
docs/regression/README.md. Other repos offer these choices only when their own
documented local workflow applies; never invent a target.
Fetch origin and fast-forward the primary checkout with --ff-only;
verify master equals the fetched origin/master SHA. Establish that the
actual sync_source() input, including ignored deployable files, matches that
Git tree under the runner's sender exclusions, and keep it unchanged through
the update. Git status or dirty=false alone is not proof. A mismatch or an
unprovable match blocks mutation; never stash, discard, or commit user edits
to bypass it. Invoke the runner from this verified checkout, not a task tree.
Confirm the persistent local master environment (avr-master /
avibe-master by default), product config, and runtime environment file exist
and are readable. Missing state is a blocker, not provisioning/re-seeding
authority. Use the documented local Lima route on macOS; preserve existing
bind/port settings explicitly when different from defaults.
For the existing target, run from the verified checkout:
python3 scripts/incus_regression.py up --target master --reset-mode none --clean --env-file /dev/null--env-file /dev/null suppresses automatic env discovery and leaves
/etc/avibe-regression.env untouched; an empty regular file does not.
Stop before mutation if the checked-out runner cannot preserve this behavior.
--clean reconciles disposable source/build output, including same-size,
same-mtime stale bytes. Preserve credentials, runtime environment, product
state, pairing, agent homes, and sessions; neither choice authorizes a reset.
Let the runner rebuild assets. Verify the receipt and served source commit match the intended SHA and the runtime environment is unchanged without exposing values, before success or E2E checks. Report environment, deployed commit, and actual test results; health alone is not an end-to-end pass.
Neither choice authorizes production, a remote tenant, or the running local Avibe to be updated or restarted.
© avibe-bot, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in .agents/skills/pr-delivery-loop of avibe-bot/avibe.
Open the folder on GitHubat commit 84fcff2
PR Delivery Loop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| PR Delivery Loop this skillavibe-bot/avibe | 622 | — | ~4.1k | Automated safety check: Pass | MIT | |
| Shepherd PRsflutter/flutter | 179k | — | ~1.7k | Automated safety check: Pass | BSD-3-Clause | |
| Tag Duplicate PRs Issuesopenclaw/openclaw | 392k | — | ~4k | Automated safety check: Pass | MIT | |
| Good PRsClickHouse/ClickHouse | 50k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Delivery Gateaffaan-m/ECC | 276k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Stacking PRsPostHog/posthog | 40k | — | ~2.5k | Automated safety check: Pass | Custom licence |
flutter/flutter
Automate shepherding, checking status, updating branches, and landing open PRs or approved third-party contributor PRs in the flutter/flutter repository using the gh CLI.
openclaw/openclaw
Use gitcrawl to search duplicate OpenClaw PRs/issues, group related work in prtags, and sync duplicate state to GitHub.
ClickHouse/ClickHouse
Show a report of open ClickHouse PRs whose only non-green CI check is "CH Inc sync" (or that are fully green) — i.e.
affaan-m/ECC
Stop hook that blocks Claude from finishing until quality checks pass.
PostHog/posthog
Create and manage GitHub native Stacked PRs in this repo with the gh stack CLI.
onyx-dot-app/onyx
Triages and lands a batch of open Dependabot PRs in the Onyx repo, where main is gated exclusively by GitHub's merge queue: approves and enqueues green PRs, closes superseded duplicates, fixes…
avibe-bot/avibe
Safely inspect and modify local Avibe configuration, routing, runtime settings, watches, scheduled tasks, Avibe Cloud remote access, and operational state.
avibe-bot/avibe
Audit and improve the prompt surface of Avibe Agents across backends (Claude, Codex/GPT, OpenCode) — global and project rules, Agent system prompts, Skills, delegation briefs, and Task and Watch…
avibe-bot/avibe
Use vibe watch to run a managed Harness waiter that returns to the same conversation later.
avibe-bot/avibe
Build, inspect, update, restore, or share Avibe Show Pages for visual explanations, diagrams, reports, or interactive prototypes.
avibe-bot/avibe
Use Avibe Harness for durable Agent delegation, Sessions, scheduled Tasks, Watches, Runs, queues, and work that must continue beyond the current turn.
avibe-bot/avibe
Use Avibe Vault for API keys, tokens, passwords, protected credentials, authenticated HTTP requests, or digest signing without exposing secret values to the agent.
Deliver implementation PRs across Avibe, avibe-backend, avibe-docs, avault, and vault-sandbox. PR Delivery Loop is an agent skill from avibe-bot/avibe. Deliver implementation PRs across Avibe, avibe-backend, avibe-docs, avault, and vault-sandbox.
Run `npx skills add avibe-bot/avibe --skill pr-delivery-loop -a claude-code`. Or copy the skill folder (.agents/skills/pr-delivery-loop in avibe-bot/avibe) into .claude/skills/pr-delivery-loop in your project. Claude Code loads it when a task matches its description.
Run `npx skills add avibe-bot/avibe --skill pr-delivery-loop -a codex`. Or copy the skill folder (.agents/skills/pr-delivery-loop in avibe-bot/avibe) into .agents/skills/pr-delivery-loop in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add avibe-bot/avibe --skill pr-delivery-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pr-delivery-loop, .gemini/skills/pr-delivery-loop, .github/skills/pr-delivery-loop and .opencode/skills/pr-delivery-loop in your project.
Going by SKILL.md and its folder, PR Delivery Loop needs the command-line tools its instructions call (gh, python3, npm, git and codex).
SKILL.md contains no URLs. Its commands use gh, npm and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
PR Delivery Loop is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.1k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with PR Delivery Loop: Shepherd PRs (flutter/flutter, 179k stars), Tag Duplicate PRs Issues (openclaw/openclaw, 392k stars), Good PRs (ClickHouse/ClickHouse, 50k stars) and Delivery Gate (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
avibe-bot (a GitHub organization) maintains it in avibe-bot/avibe, which has 622 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 9, 2026.
Source: avibe-bot/avibe on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.