sero-subagent-orchestration

Tinjau · 56
Diindeks di Registry

Orchestrate parallel implementation and fresh validation agents safely in the Sero repository. Use when a task asks for pi-subagents, parallel workers, isolated worktrees, review-and-fix loops, or several independent fixes that must be integrated and reviewed without Claude Code.

Verified installs0
Star19
Versi1.0.0
Kualitas60/100 · Menjanjikan
Kepercayaan56/100 · Do not auto-install
Audit73/100 · Perlu ditinjau

Profil aset

Agent pemrograman dan pengembangan

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Lihat kategori

Skenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Kecocokan Agent

Claude Code + CLI + Codex

Cocok untuk Codex, Claude Code, Cursor, CLI, atau Agent khusus.

Pasang

Siap

npx skills add sero-labs/sero --skill sero-subagent-orchestration

Pemeliharaan

Terkini

3 hari sejak push

Risiko

Perlu ditinjau

Permission surface may require sandboxing

Kualitas GitHub

19

60/100 Kualitas · 64/100 Kepercayaan

Tag cakupan

CodingGitHub automationAgent pemrogramanagent-skill

Catatan ulasan

Permission surface may require sandboxing · The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.

Kartu adopsi Agent

Kepercayaan, audit, dan kesiapan pemasangan dalam sekali lihat

Skor ini menggabungkan metadata repositori publik, sinyal ulasan OpenAgentSkill, kebaruan pemeliharaan, dan kesiapan pemasangan. Ini adalah sinyal shortlist, bukan pengganti peninjauan manusia.

Kualitas

Menjanjikan
60

Useful candidate, but compare it with alternatives before adopting.

Kepercayaan

Do not auto-install
56

Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.

Audit

Perlu ditinjau
73

Tinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.

Trust Score OpenAgentSkill v5

Tinjauan manusia sebelum pemasangan

Choose a stronger alternative or inspect the source manually before any install attempt.

CodexClaude CodeCursorOpenAgentSkill CLI

Star

19 star GitHub

Aktivitas repositori

19 star dan 1 fork

Pemeliharaan

3 hari sejak push

Lisensi

Apache-2.0

Pasang

npx skills add sero-labs/sero --skill sero-subagent-orchestration

Keamanan pemasangan

Jalur pemasangan paket atau runtime standar

Cakupan izin

shell or command execution, filesystem or document access

Hasil Agent

Belum ada data hasil Agent

Dokumentasi

Konteks README/SKILL.md kuat

Ringkasan risiko

Tinjau sebelum produksi

  • The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access

Kesiapan pemasangan

Jalur pemasangan tersedia

  • Jalur pemasangan tersedia
  • Bukti repositori tersedia
  • Lisensi dinyatakan
  • Belum ada bukti hasil Agent-Proven

Metadata yang dapat dibaca Agent

Data keputusan yang dapat dibaca mesin untuk skill ini.

Gunakan blok ini atau JSON tersemat untuk memutuskan apakah Agent perlu memasang skill ini, memilih alternatif, atau meminta tinjauan manusia terlebih dahulu.

Buka JSON

Tugas yang sesuai

  • alur kerja GitHub automation
  • Tim Claude Code
  • builders willing to evaluate younger projects
  • Inspect repository metadata

Agent yang sesuai

CodexClaude CodeCursorOpenAgentSkill CLICLI

Keputusan pemasangan

Perintah
npx skills add sero-labs/sero --skill sero-subagent-orchestration
Kebijakan
Tinjau
Tinjauan manusia
Ya

Kepercayaan dan risiko

Kepercayaan
56/100
Audit
73/100
Tingkat risiko
Perlu ditinjau

Lingkar hasil

Endpoint
/api/agent/outcome
ID event
resolve
Hasil
5

Perintah pemasangan

npx skills add sero-labs/sero --skill sero-subagent-orchestration

Jangan gunakan ketika

  • Tim yang membutuhkan SLA dengan dukungan vendor
  • production agents without a repository review
  • Low GitHub adoption signal
  • The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
  • Petunjuk izin berisiko tinggi: eksekusi shell atau perintah

Keamanan Agent v2

41/100 · Hindari pemasangan otomatis

EksperimentalTinjau

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Selesaikan via API

Tinggi

Eksekusi shell atau perintah

Metadata skill merujuk terminal, CLI, shell, subprocess, atau alur kerja eksekusi perintah.

Sedang

Browser automation

Skill may drive a browser or interact with web pages.

Sedang

Akses jaringan

Skill kemungkinan mengambil halaman jarak jauh, API, repositori, atau layanan eksternal.

Sedang

Akses sistem file

Skill dapat membaca atau menulis file proyek, dokumen, artefak yang dihasilkan, atau status workspace lokal.

  • Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
  • Permission surface may require sandboxing

Target pemasangan

Pasang skill ini di alur Agent Anda

Gunakan endpoint publik untuk mengambil perintah, checklist keamanan, prompt target, dan tautan kanonis.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install sero-labs-sero-subagent-orchestration

Rencana resolusi Agent

Biarkan Agent memverifikasi kecocokan sebelum memasang.

API Resolve mengembalikan skill utama, alternatif, kebijakan keamanan, catatan audit, target pemasangan, dan prompt siap pakai.

Buka rencana teks

Agent harus memeriksa

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Salin prompt

Task: Use sero-subagent-orchestration in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/sero-labs-sero-subagent-orchestration/install
Install command: npx skills add sero-labs/sero --skill sero-subagent-orchestration
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Serah-terima Agent

Berikan jalur pemasangan kepada Agent, bukan direktori lain.

Gunakan endpoint publik untuk mengambil perintah, checklist keamanan, prompt target, dan tautan kanonis.

Buka API pemasangan

Prompt Agent

Use sero-subagent-orchestration for this task. Review https://www.openagentskill.com/api/skills/sero-labs-sero-subagent-orchestration/install, then install with: npx skills add sero-labs/sero --skill sero-subagent-orchestration

Metadata Registry

Profil yang dapat dibaca Agent untuk pemilihan skill otomatis.

API Registry menyediakan sinyal keputusan, kepercayaan, audit, use case, dan pemasangan tanpa mengikis UI.

Buka Manifest

Kecocokan Agent

61/100

GitHub automation

Platform

Claude Code

Laporan audit

Perlu ditinjau · 73/100

Tinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.

Lihat laporan auditLihat laporan evaluasi

Panel keputusan Agent

Fallback candidate for GitHub automation

Prototype with this skill first; keep a fallback candidate ready.

61
Kesiapan
Prototipe
Tahap

Peran di stack

Kandidat cadangan

Kecocokan utama

GitHub automation

Label kepercayaan

Buat prototipe dulu

Jalur pemasangan

Perintah siap

Gunakan saat

  • alur kerja GitHub automation
  • Tim Claude Code
  • builders willing to evaluate younger projects

Bukti

  • recent repository activity
  • install command or GitHub repo available
  • profil kualitas 60/100
  • 6 event interaksi OpenAgentSkill

tinjau dulu

  • Low GitHub adoption signal
  • The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.

Jalur implementasi

  1. 1Pasang di Agent sandbox dan jalankan satu tugas GitHub automation dari awal hingga akhir.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Profil kepercayaan

Do not auto-install

Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.

56
Trust Score OpenAgentSkill

Adopsi GitHub

Perbaiki

19 star GitHub

Aktivitas star/fork

Perbaiki

19 star dan 1 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

3 hari sejak push

Kejelasan lisensi

Lulus

Apache-2.0

Sinyal positif

  • Tinjauan AI disetujui
  • Jalur pemasangan tersedia
  • Bukti repositori tersedia
  • Repositori yang baru dipelihara
  • Perintah pemasangan tidak memiliki pola berisiko tinggi yang jelas
  • Loop hasil siap tetapi membutuhkan eksekusi Agent nyata pertama

Tinjau sebelum memasang

  • The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 19 GitHub stars
  • Stars/forks activity: 19 stars, 1 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, filesystem or document access
  • Belum ada laporan hasil Agent nyata
  • Tinjauan manusia diperlukan sebelum pemasangan tanpa pengawasan

Tindakan yang disarankan

Choose a stronger alternative or inspect the source manually before any install attempt.

Profil kualitas

Menjanjikan kandidat untuk alur kerja Agent

Useful candidate, but compare it with alternatives before adopting.

60
Star GitHub
19
Keterkinian
3 hari lalu
Siap dipasang
Ya
Lisensi
Apache-2.0
Tinjau sebelum memasang: Low GitHub adoption signal · The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.

Kecocokan alur kerja

Gunakan skill ini pada skenario berikut

Kecocokan alur kerja

Tambahkan ke alur kerja lengkap

Daftar alternatif

Bandingkan sebelum memasang

Similar skills that may fit this task.

Bandingkan semua

Ringkasan

--- name: sero-subagent-orchestration description: Orchestrate parallel implementation and fresh validation agents safely in the Sero repository. Use when a task asks for pi-subagents, parallel workers, isolated worktrees, review-and-fix loops, or several independent fixes that must be integrated and reviewed without Claude Code. ---

# Sero Subagent Orchestration

Use the `pi-subagents` skill as the canonical API guide. Apply this project workflow for reliable Sero implementation.

## 1. Preflight one worker

Do not launch the full fleet first.

1. Call `subagent({ action: "list" })`. Use only an executable, non-disabled agent. 2. Call `subagent({ action: "models" })` and select an exact model ID from the active registry. 3. Run one read-only smoke task with the exact agent, model, context, and tools planned for implementation. 4. Require the smoke task to read `AGENTS.md`, inspect `git status`, and read one target source symbol. 5. Start implementation only after the smoke task proves repository tools work.

An agent can start successfully but still have no repository tools. A configured model can also differ from the model shown by inherited defaults. Test both. Custom agent tool lists are strict: legacy tool names can leave the child with only supervisor contact. Include the current repository execution tool, such as `exec`, in the allowlist.

If the model fails, pass an exact model ID returned by the active registry. If tools fail, use a project worker whose strict allowlist includes `exec` and the required diagnostic tools. Run `list` and repeat the smoke test after any agent change. Do not use the `claude-code` agent.

## 2. Design independent lanes

Group findings by source seam, not by issue number. Two lanes must not edit the same production file. Give each lane:

- a distinct goal and source seam; - exact evidence and acceptance criteria; - authority limits: no push, merge, PR comment, publish, or release; - functional regression tests and focused validation; - the Sero 500 LOC check; - a required Conventional Commit and commit SHA report.

Use `context: "fresh"` and `worktree: true` for every parallel writer. Keep one writer in each worktree. Use stable `runs.all` keys and an async workflow. Do not edit the parent worktree while writers run.

Keep producer and consumer changes in one lane when they form one runtime contract. A fix is incomplete if planning or approval accepts data that the final runtime cannot load or enforce.

## 3. Run and supervise

Use one `workflowScript` for the implementation wave:

```javascript const results = await runs.all([ { key: "validation", agent: "sero-fix-worker", model: "<verified-model-id>", context: "fresh", worktree: true, task: "Implement the validation lane, test it, commit it, and report the SHA." }, { key: "lifecycle", agent: "sero-fix-worker", model: "<verified-model-id>", context: "fresh", worktree: true, task: "Implement the lifecycle lane, test it, commit it, and report the SHA." } ]); return results.map(({ key, runId, output, handoff }) => ({ key, runId, output, handoff })); ```

Use `subagent_wait` only when the user asked for run-to-completion. Reply to supervisor requests before waiting. Never poll with sleep or repeated status calls.

If a supervisor request needs a product, authority, or security decision:

1. Pause the writer. 2. Explain the affected user-facing object in plain language before asking for a choice. 3. Record the user's exact decision. 4. Resume the same retained session. Do not launch a replacement while the original child can still be live.

If a detached child needs attention but no pending request is available, interrupt it to a safe paused state, then resume that retained run with the decision. Preserve its worktree and session instead of starting a second writer.

## 4. Integrate through the parent

Inspect each handoff and commit before integration. Cherry-pick commits one at a time into the clean parent branch. Resolve overlap centrally, then run:

- proactive diagnostics on touched files; - focused tests for every fault class; - root `pnpm typecheck`; - touched source file line counts; - React Doctor when React files changed; - documentation and prototype checks required by `AGENTS.md`.

Run the full affected package suite after focused tests. It catches stale assertions that isolated fix tests can miss. Recheck the complete touched-file list after integration because a one-line edit can make an existing file exceed 500 LOC.

Managed worktrees can have incomplete dependency links. Do not run concurrent installs that mutate shared `node_modules`. Use the existing frozen repository install where possible. If the parent links are damaged, restore them once after all writers stop with the frozen lockfile, confirm no lockfile change, then rerun validation in the parent.

Check whether the integrated range changes `packages/*`. Record the npm republish requirement even when the last fix commit did not touch that package.

Do not push until integrated validation is green.

## 5. Validate with fresh reviewers

Launch a new read-only `runs.all` wave after integration. Use distinct angles:

- correctness, races, and security boundaries; - regression tests, failure injection, and fault-class sweeps; - simplicity, Sero constraints, docs, and file size.

Reviewers must read the integrated parent HEAD and exact base range, not a worker branch. Give file and line evidence and make no edits. Assign at least one reviewer to trace end-to-end contracts from discovery or planning through approval, persistence, and final runtime use. Tests of only the first half of a contract are not sufficient.

Reconcile all reports in the parent. If a real blocker remains, use one fix worker, integrate it, and repeat with new fresh context. Use a bounded review loop, normally three rounds. Stop when no correctness, data-loss, or security blocker remains. Treat transient aggregate-test failures as evidence to investigate: rerun the affected package and exact test, then report the result without hiding the unstable aggregate run.

## 6. Report and update the PR

Follow the `sero-code-review` skill. Give a green or red code verdict, list the status of every earlier finding, state exact validation, and separate non-code merge blockers. Update one existing PR review comment with:

```bash gh pr comment <pr> --edit-last --create-if-none --body-file <file> ```

Push the validated integrated commits before posting so the PR head matches the reviewed SHA. Confirm the remote head, draft checks, and clean local status. Never stack review comments. Keep the PR a draft unless the user explicitly asks otherwise.

Detail teknis

Versi
1.0.0
Lisensi
Apache-2.0
Pembaruan terakhir
19 Agu 2026
Diterbitkan
19 Agu 2026

Ringkasan keputusan

Kandidat cadangan

61
Siap
Prototipe
Tahap

recent repository activity

Audit

Tinjauan pemasangan

Tinjauan pemasangan dan adopsi

73
Perlu ditinjau
Keamanan
74/100
Pemeliharaan
100/100
Pasang
92/100
Buka audit lengkapLihat laporan evaluasi

Bukti tervalidasi Agent

Bukti tervalidasi Agent

Laporan hasil setelah resolve, tinjau, pasang, dan satu eksekusi terbatas.

0
Terbukti
Needs first agent runPasang otomatis: tinjau duluTerakhir: Tidak diketahui
Tingkat sukses
Kegagalan terbaru
Hasil
0
Kualitas output
Gagal
0
Tidak relevan
0
Pemasangan
0
Diblokir risiko
0
Perlu penyiapan
0
Produksi
0

Belum ada data hasil Agent. Eksekusi pertama dapat melaporkan keberhasilan, kebutuhan setup, blok risiko, kegagalan, atau tidak relevan melalui /api/agent/outcome.

Pasang

Tambahkan ke alur Agent

Gratis dan sumber terbuka. Tinjau laporan sebelum memasang pada Agent produksi.

Siklus pertumbuhan

Kit berbagi

X

Draf berbasis skenario untuk sero-subagent-orchestration, siap untuk posting manual di X.

Catatan kurator
sero-subagent-orchestration: Orchestrate parallel implementation and fresh validation agents safely in the Sero repository...

19 stars

https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration?ref=x
Buka draf X
Balasan opsional dengan perintah pemasangan
Listing + install path for sero-subagent-orchestration:
https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration?ref=x

Install: npx skills add sero-labs/sero --skill sero-subagent-orchestration
Buka draf balasan

Sumber listing

Diindeks Registry

Dapat diklaim

Listing ini diindeks dari sumber publik dan belum ditandai resmi hingga klaim pemelihara disetujui.

Kreator
sero-labs
Diindeks oleh
Indeks komunitas OpenAgentSkill

Atribusi menautkan ke repositori publik atau profil kreator. Kreator dapat mengklaim listing untuk memperbarui sinyal kepemilikan.

Klaim skill ini

Klaim pemilik

Klaim listing skill ini

Listing Diindeks Registry ini dikaitkan dengan sero-labs, tetapi belum ditandai resmi. Klaim untuk menambahkan sinyal pemilik terverifikasi dan membuat pembaruan peluncuran, pemasangan, serta audit berikutnya lebih tepercaya.

Kit backlink kreator

Tambahkan badge bukti ke README Anda

Tampilkan listing kanonis, sinyal kepercayaan dan audit saat ini, serta bukti Agent-Proven nyata di tempat pengembang mengevaluasi repositori.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/sero-labs-sero-subagent-orchestration?metric=listed&label=Listed)](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/sero-labs-sero-subagent-orchestration?metric=trust&label=Trust)](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/sero-labs-sero-subagent-orchestration?metric=audit&label=Audit)](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/sero-labs-sero-subagent-orchestration?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)

Penulis

S

sero-labs

@sero-labs

Kecocokan platform

Sinyal kesehatan

Star GitHub
19
Skor kualitas
33/100
Push GitHub terakhir
19 Agu 2026
Petunjuk framework
Tidak diketahui
Tampilan OpenAgentSkill
6
Salinan pemasangan
0
Klik keluar
0

Sinyal komunitas

Bagikan apakah skill ini bermanfaat untuk alur kerja Agent Anda. Masukan gabungan meningkatkan peringkat dari waktu ke waktu.

Kepercayaan & keamanan

Do not auto-install

56
  • Adopsi GitHub19 star GitHubPerbaiki
  • Aktivitas star/fork19 star dan 1 fork; aktivitas issue tidak tersedia dalam metadata saat iniPerbaiki
  • Pemeliharaan terbaru3 hari sejak pushLulus
  • Kejelasan lisensiApache-2.0Lulus
  • Kelengkapan README/SKILL.mdMetadata memuat konteks penggunaan dan alur kerja yang cukupLulus
  • Risiko dependensi/runtimecommand execution surface, network or browser surfaceInfo