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 de l’actif
Agents de code et de développement
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scénario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Adéquation Agent
Claude Code + CLI + Codex
Compatible avec Codex, Claude Code, Cursor, CLI ou des Agents personnalisés.
Installer
Prêt
npx skills add sero-labs/sero --skill sero-subagent-orchestration
Maintenance
À jour
3 jours depuis le dernier push
Risque
Revue nécessaire
Permission surface may require sandboxing
Qualité GitHub
19
60/100 Qualité · 64/100 Confiance
Tags de couverture
Notes de revue
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.
Carte d’adoption Agent
Confiance, audit et préparation à l’installation en un coup d’œil
Ces scores combinent les métadonnées publiques du dépôt, les signaux de revue OpenAgentSkill, la fraîcheur de maintenance et la préparation à l’installation. Ils servent à présélectionner et ne remplacent pas la revue humaine.
Qualité
PrometteurUseful candidate, but compare it with alternatives before adopting.
Confiance
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Revue nécessaireRevue lisible par machine de la préparation à l’installation, des métadonnées de sécurité, de la maintenance et du risque d’adoption.
Trust Score OpenAgentSkill v5
Revue humaine avant installation
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
19 stars GitHub
Activité du dépôt
19 stars et 1 forks
Maintenance
3 jours depuis le dernier push
Licence
Apache-2.0
Installer
npx skills add sero-labs/sero --skill sero-subagent-orchestration
Sécurité d’installation
Chemin d’installation standard de package ou runtime
Surface de permissions
shell or command execution, filesystem or document access
Résultats Agent
Pas encore de données de résultats Agent
Documentation
Contexte README/SKILL.md solide
Résumé des risques
Revoir avant production
- 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
Préparation à l’installation
Chemin d’installation disponible
- Le chemin d’installation est disponible
- La preuve du dépôt est disponible
- La licence est déclarée
- Pas encore de preuve de résultat Agent-Proven
Métadonnées lisibles par Agent
Données de décision lisibles par machine pour ce skill.
Utilisez ce bloc ou le JSON intégré pour décider si un Agent doit installer ce skill, choisir une alternative ou demander d’abord une revue humaine.
Tâches adaptées
- workflows GitHub automation
- Équipes Claude Code
- builders willing to evaluate younger projects
- Inspect repository metadata
Agents adaptés
Décision d’installation
- Commande
- npx skills add sero-labs/sero --skill sero-subagent-orchestration
- Politique
- Revoir
- Revue humaine
- Oui
Confiance et risque
- Confiance
- 56/100
- Audit
- 73/100
- Niveau de risque
- Revue nécessaire
Boucle de résultat
- Endpoint
- /api/agent/outcome
- ID d’événement
- resolve
- Résultats
- 5
Commande d’installation
npx skills add sero-labs/sero --skill sero-subagent-orchestrationNe pas utiliser quand
- Équipes qui nécessitent un SLA soutenu par le fournisseur
- 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.
- Indices de permissions à haut risque : exécution shell ou de commande
Skill alternatif
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Skill alternatif
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
Skill alternatif
To Spec
164.7K Stars
npx skills add mattpocock/skills --skill to-spec
Skill alternatif
To Tickets
176.7K Stars
npx skills add mattpocock/skills --skill to-tickets
Sécurité Agent v2
41/100 · Éviter l’installation automatique
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
Élevé
Exécution shell ou de commande
Les métadonnées de la skill font référence à des workflows de terminal, CLI, shell, sous-processus ou exécution de commande.
Moyen
Browser automation
Skill may drive a browser or interact with web pages.
Moyen
Accès réseau
La skill récupère probablement des pages distantes, API, dépôts ou services externes.
Moyen
Accès au système de fichiers
La skill peut lire ou écrire des fichiers de projet, documents, artefacts générés ou l’état local de l’espace de travail.
- Indices de permissions à haut risque : exécution shell ou de commande
- Permission surface may require sandboxing
Cibles d’installation
Installer ce skill dans votre workflow Agent
Utilisez le point de terminaison public pour récupérer la commande, la checklist, les prompts et les liens canoniques.
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-orchestrationPlan de résolution Agent
Laissez un Agent vérifier la pertinence avant l’installation.
L’API Resolve renvoie la skill sélectionnée, des alternatives, la politique de sécurité, les notes d’audit, la cible d’installation et un prompt prêt à l’emploi.
Ouvrir JSON
/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Texte Resolve
/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Relais d’installation
/api/skills/sero-labs-sero-subagent-orchestration/install
L’Agent doit vérifier
- 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.
Copier le 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.Relais Agent
Donnez à l’Agent le chemin d’installation, pas un autre annuaire.
Utilisez le point de terminaison public pour récupérer la commande, la checklist, les prompts et les liens canoniques.
Relais d’installation
/api/skills/sero-labs-sero-subagent-orchestration/install
Format texte LLM
/api/skills/sero-labs-sero-subagent-orchestration/install?format=text
Trouver des alternatives
/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-orchestrationMétadonnées Registry
Profil lisible par Agent pour la sélection automatique de skills.
L’API Registry fournit les signaux de décision, confiance, audit, cas d’usage et installation sans analyser l’interface.
Manifest
/api/registry/manifest/sero-labs-sero-subagent-orchestration
Texte LLM
/api/registry/manifest/sero-labs-sero-subagent-orchestration?format=text
Alias d’installation
/api/registry/install/sero-labs-sero-subagent-orchestration
Recommander
/api/registry/recommend?task=Use%20sero-subagent-orchestration%20in%20an%20agent%20workflow&limit=3
Adéquation Agent
GitHub automation
Tags de cas d’usage
Plateformes
Claude Code
Rapport d’audit
Revue nécessaire · 73/100
Revue lisible par machine de la préparation à l’installation, des métadonnées de sécurité, de la maintenance et du risque d’adoption.
Panneau de décision Agent
Fallback candidate for GitHub automation
Prototype with this skill first; keep a fallback candidate ready.
Rôle dans la pile
Candidate de secours
Pertinence principale
GitHub automation
Libellé de confiance
Prototyper d’abord
Chemin d’installation
Commande prête
À utiliser lorsque
- workflows GitHub automation
- Équipes Claude Code
- builders willing to evaluate younger projects
Preuves
- recent repository activity
- install command or GitHub repo available
- profil qualité 60/100
- 6 événements OpenAgentSkill
revoir d’abord
- 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.
Chemin d’implémentation
- 1Installez-le dans un Agent en sandbox et exécutez une tâche de GitHub automation de bout en bout.
- 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 de confiance
Do not auto-install
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Adoption GitHub
Corriger19 stars GitHub
Activité stars/forks
Corriger19 stars et 1 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé3 jours depuis le dernier push
Clarté de licence
ValidéApache-2.0
Signaux positifs
- Revue IA approuvée
- Le chemin d’installation est disponible
- La preuve du dépôt est disponible
- Dépôt maintenu récemment
- La commande d’installation ne présente aucun motif de haut risque évident
- La boucle de résultats est prête mais nécessite la première exécution réelle de l’Agent
Réviser avant installation
- 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
- Pas encore de rapports de résultats Agent réels
- Une revue humaine est requise avant une installation sans surveillance
Action recommandée
Choose a stronger alternative or inspect the source manually before any install attempt.
Profil qualité
Prometteur candidat pour les workflows Agent
Useful candidate, but compare it with alternatives before adopting.
Adéquation au workflow
Utilisez cette skill dans ces scénarios
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.
Adéquation au workflow
Ajouter à un workflow complet
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.
Liste d’alternatives
Comparer avant installation
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.
Vue d’ensemble
--- 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.
Détails techniques
- Version
- 1.0.0
- Licence
- Apache-2.0
- Dernière mise à jour
- 19 août 2026
- Publié
- 19 août 2026
Instantané de décision
Candidate de secours
recent repository activity
Audit
Revue d’installation
Revue d’installation et d’adoption
- Sécurité
- 74/100
- Maintenance
- 100/100
- Installer
- 92/100
Preuves validées par Agent
Preuves validées par Agent
Rapports après resolve, revue, installation et une exécution limitée.
- Taux de réussite
- —
- Échec récent
- —
- Résultats
- 0
- Qualité de sortie
- —
- Échecs
- 0
- Non pertinent
- 0
- Installations
- 0
- Bloqué par le risque
- 0
- Configuration requise
- 0
- Production
- 0
Aucune donnée de résultat Agent pour l’instant. La première exécution peut signaler succès, besoin de configuration, blocage de risque, échec ou non-pertinence via /api/agent/outcome.
Installer
Ajouter au workflow Agent
Gratuit et open source. Examinez le rapport avant l’installation dans des Agents de production.
Boucle de croissance
Kit de partage
Brouillon guidé par scénario pour sero-subagent-orchestration, prêt pour une publication manuelle sur 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
Réponse facultative avec commande d’installation
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
Source de la fiche
Indexé par Registry
Cette fiche a été indexée à partir de sources publiques et n’est pas marquée officielle tant qu’une revendication de mainteneur n’est pas approuvée.
- Créateur
- sero-labs
- Source
- sero-labs/sero
- Indexé par
- Index communautaire OpenAgentSkill
L’attribution renvoie au dépôt public ou au profil du créateur. Les créateurs peuvent revendiquer la fiche pour mettre à jour les signaux de propriété.
Revendiquer ce skillRevendication du propriétaire
Revendiquer cette fiche de skill
Cette fiche Indexé par Registry est attribuée à sero-labs, mais n’est pas encore marquée officielle. Revendiquez-la pour ajouter un signal de propriétaire vérifié et rendre les futures mises à jour de lancement, d’installation et d’audit plus fiables.
Kit de backlinks créateur
Ajoutez les badges de preuve à votre README
Affichez la fiche canonique, les signaux actuels de confiance et d’audit, ainsi que de vraies preuves Agent-Proven là où les développeurs évaluent le dépôt.
[](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)Auteur
sero-labs
@sero-labs
Tags
Adéquation plateforme
Signaux de santé
- Stars GitHub
- 19
- Score de qualité
- 33/100
- Dernier push GitHub
- 19 août 2026
- Indications de framework
- Inconnu
- Vues OpenAgentSkill
- 6
- Copies d’installation
- 0
- Clics sortants
- 0
Signal de communauté
Indiquez si ce skill semble utile à votre workflow Agent. Les retours agrégés améliorent le classement au fil du temps.
Confiance et sécurité
Do not auto-install
- Adoption GitHub19 stars GitHubCorriger
- Activité stars/forks19 stars et 1 forks; l’activité des issues n’est pas disponible dans les métadonnées actuellesCorriger
- Maintenance récente3 jours depuis le dernier pushValidé
- Clarté de licenceApache-2.0Validé
- Complétude README/SKILL.mdLes métadonnées incluent suffisamment de contexte d’usage et de workflowValidé
- Risque dépendances/runtimecommand execution surface, network or browser surfaceInfo
Skills associés
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsGrill 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 StarsTo Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
164.7K StarsTo Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
176.7K Stars