sero-subagent-orchestration
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.
Profil aset
Agent pemrograman dan pengembangan
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
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
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
MenjanjikanUseful candidate, but compare it with alternatives before adopting.
Kepercayaan
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Perlu ditinjauTinjauan 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.
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.
Tugas yang sesuai
- alur kerja GitHub automation
- Tim Claude Code
- builders willing to evaluate younger projects
- Inspect repository metadata
Agent yang sesuai
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-orchestrationJangan 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
Skill alternatif
Code Review
168.6K Star
npx skills add mattpocock/skills --skill code-review
Skill alternatif
Grill With Docs
164.7K Star
npx skills add mattpocock/skills --skill grill-with-docs
Skill alternatif
To Spec
164.7K Star
npx skills add mattpocock/skills --skill to-spec
Skill alternatif
To Tickets
176.7K Star
npx skills add mattpocock/skills --skill to-tickets
Keamanan Agent v2
41/100 · Hindari pemasangan otomatis
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
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.
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-orchestrationRencana 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 JSON
/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Teks Resolve
/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Serah-terima pemasangan
/api/skills/sero-labs-sero-subagent-orchestration/install
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.
Serah-terima pemasangan
/api/skills/sero-labs-sero-subagent-orchestration/install
Format teks LLM
/api/skills/sero-labs-sero-subagent-orchestration/install?format=text
Cari alternatif
/api/skills/search?q=sero-subagent-orchestration&limit=3
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-orchestrationMetadata Registry
Profil yang dapat dibaca Agent untuk pemilihan skill otomatis.
API Registry menyediakan sinyal keputusan, kepercayaan, audit, use case, dan pemasangan tanpa mengikis UI.
Manifest
/api/registry/manifest/sero-labs-sero-subagent-orchestration
Teks LLM
/api/registry/manifest/sero-labs-sero-subagent-orchestration?format=text
Alias pemasangan
/api/registry/install/sero-labs-sero-subagent-orchestration
Rekomendasikan
/api/registry/recommend?task=Use%20sero-subagent-orchestration%20in%20an%20agent%20workflow&limit=3
Kecocokan Agent
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.
Panel keputusan Agent
Fallback candidate for GitHub automation
Prototype with this skill first; keep a fallback candidate ready.
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
- 1Pasang di Agent sandbox dan jalankan satu tugas GitHub automation dari awal hingga akhir.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 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.
Adopsi GitHub
Perbaiki19 star GitHub
Aktivitas star/fork
Perbaiki19 star dan 1 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus3 hari sejak push
Kejelasan lisensi
LulusApache-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.
Kecocokan alur kerja
Gunakan skill ini pada skenario berikut
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Automate repeated work
Workflow automation
I need my agent to automate a repeated workflow across tools and files.
Kecocokan alur kerja
Tambahkan ke alur kerja lengkap
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Daftar alternatif
Bandingkan sebelum memasang
Similar skills that may fit this task.
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
To Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
To Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
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
recent repository activity
Audit
Tinjauan pemasangan
Tinjauan pemasangan dan adopsi
- Keamanan
- 74/100
- Pemeliharaan
- 100/100
- Pasang
- 92/100
Bukti tervalidasi Agent
Bukti tervalidasi Agent
Laporan hasil setelah resolve, tinjau, pasang, dan satu eksekusi terbatas.
- 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
Draf berbasis skenario untuk sero-subagent-orchestration, siap untuk posting manual di X.
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
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
Sumber listing
Diindeks Registry
Listing ini diindeks dari sumber publik dan belum ditandai resmi hingga klaim pemelihara disetujui.
- Kreator
- sero-labs
- Sumber
- sero-labs/sero
- Diindeks oleh
- Indeks komunitas OpenAgentSkill
Atribusi menautkan ke repositori publik atau profil kreator. Kreator dapat mengklaim listing untuk memperbarui sinyal kepemilikan.
Klaim skill iniKlaim 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.
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration/audit)
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)Penulis
sero-labs
@sero-labs
Tag
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
- 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
Skill terkait
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarGrill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
164.7K StarTo Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
164.7K StarTo Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
176.7K Star