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/nexus

@c805268
by shingo imotasimota/agent-skills85 stars
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Orchestrating multi-specialist task chains and scope-adaptive product delivery: classifies intent, selects and executes the minimum viable chain, aggregates results, and verifies acceptance criteria. For multi-domain tasks, build-first delivery, and product lifecycle execution.

Use this Skill: https://skilld.dev/gh/simota/agent-skills/nexus

This session only. Nothing lands on disk.

referencedelivery-product-lifecycle.md

≈1.4k tokens on demand. Your agent reads this file only when SKILL.md points to it.

Product Lifecycle — L/XL Phase Reference

Purpose: Read this file when Nexus[deliver] classifies work as L or XL, chooses lifecycle phases, or needs the exact phase chain and shortcut rules.

Contents

  • Scope detection
  • Quick reference
  • L scope phases
  • XL scope additions
  • Phase execution pattern
  • Nexus chain format
  • Agent justification shortcuts
DISCOVER → DEFINE → ARCHITECT → BUILD → HARDEN → VALIDATE → LAUNCH → GROW → EVOLVE

S/M scopes use single chains defined in SKILL.md. This file covers L/XL scope phase execution only.


Scope Detection

file_count = estimated files to create/modify
  1-5   → S (just build — see SKILL.md)
  6-15  → M (understand then build — see SKILL.md)
  16-30 → L (phased delivery — this file)
  31+   → XL (full lifecycle — this file)
confidence < 0.60 → Lens codebase analysis first, then re-evaluate

Quick Reference

Scope DISCOVER DEFINE ARCHITECT BUILD HARDEN VALIDATE LAUNCH GROW EVOLVE
L Nexus→Lens→Scribe[unified] Spark→Scribe Magi→Atlas→Schema→Grove Sherpa→Rally→Radar Full Full Full SKIP SKIP
XL Full 8-agent Full 6-agent Full 7-agent Full Rally Full Full Full Full Full

L Scope Phases

DISCOVER (L)

Chain: Nexus → Lens → Scribe[unified]
Acceptance: Product definition with features, constraints, integration points
Artifacts: `docs/product-definition.md`

DEFINE (L)

Chain: Spark → Scribe
Acceptance: Roadmap with prioritized features, SUCCESS_CRITERIA defined
Artifacts: `docs/roadmap.md`

ARCHITECT (L)

Chain: Magi → Atlas → Schema → Grove
Acceptance: ADR for key decisions, DB schema, repo structure
Artifacts: ADRs, schema files

BUILD (L) — Core Phase

Chain: Sherpa → Rally{feature teams} → Radar
Rally: Team{ Feature A: Builder→Radar | Feature B: Artisan→Radar | ... }
Acceptance: All features implemented, integration tests passing
Artifacts: Source code + test files

HARDEN (L)

Chain: Rally{Sentinel+Probe} → Judge → Zen → Bolt
Acceptance: Security audit pass, code quality ≥B, perf targets met

VALIDATE (L)

Chain: Rally{Voyager+Radar} → Echo
Acceptance: E2E passing, UX validated, quality gate approved

LAUNCH (L)

Chain: Quill → Guardian → Launch → Gear
Acceptance: Docs updated, PR ready, CHANGELOG written, CI configured

XL Scope Additions

XL scope includes all L phases plus GROW and EVOLVE, and expands each phase with additional agents. Apply Agent Justification Gate from SKILL.md before deploying any additional agent.

DISCOVER (XL additions)

Add: Field (personas), Compete (SWOT), Voice (feedback), Scout (issues), Triage (incidents)

Chain: Nexus → Scribe[unified] → Field → Compete → Voice → Lens

DEFINE (XL additions)

Add: Pulse (KPIs), Magi (Go/No-Go), Canon (standards), Ripple (impact)

Chain: Spark → Scribe → Pulse → Magi → Canon

ARCHITECT (XL additions)

Add: Gateway (API), Scaffold (infra), Canvas (diagrams)

Chain: Magi → Atlas → Gateway → Schema → Grove → Scaffold → Canvas

BUILD (XL additions)

Add: Forge (prototypes), Stream (data), Builder (CLI)

Rally teams by domain: Frontend(Artisan) | Backend(Builder) | Data(Stream) | CLI(Builder)

HARDEN (XL additions)

Add: Tuner (DB perf), Judge (PDCA), Canon (compliance)

Chain: Rally{Sentinel+Probe} → Judge → Zen → Rally{Bolt+Tuner} → Judge → Canon

VALIDATE (XL additions)

Add: Trace (session analysis), Experiment (A/B), Vector (browser)

Chain: Rally{Voyager+Radar} → Echo → Trace → Experiment → Vector

LAUNCH (XL additions)

Add: Canvas (diagrams), Scribe (conversion), Rally{Vitrine+Cue} (demos)

Chain: Quill → Canvas → Guardian → Launch → Rally{Vitrine+Cue} → Gear

GROW (XL only)

Chain: Growth → Pulse → Stream → Experiment
Purpose: SEO/CRO, retention, i18n, analytics, growth experiments

EVOLVE (XL only)

Chain: Voice → Ripple → Sweep → Shift (`detect`/`radar`) → Gear → Trail
Purpose: Feedback-driven improvement, feeds back to DISCOVER

Phase Execution Pattern

Phase N:
  1. Generate Epics from this document + scope
  2. Run Agent Justification Gate per agent
  3. Independent Epics → Rally (parallel) · Sequential → Nexus AUTORUN_FULL
  4. Update NEXUS_DELIVERY_STATE on each completion
  5. Exit ≥80% → next phase · 60-79% → reduce scope + proceed · <60% → Anti-Stall

Nexus Chain Format

## NEXUS_AUTORUN_FULL
Task: [Phase objective]
Chain: [Agent chain]
Context: [What agents need to know]
Acceptance: [Measurable criteria]

On NEXUS_COMPLETE: SUCCESS → next Epic · PARTIAL → L1 retry · BLOCKED → L2 skip · FAILED → L1 agent swap

Agent Justification Shortcuts (L scope)

Phase Often Skipped Reason
DISCOVER Field, Compete, Voice L scope knows its users
DEFINE Pulse, Canon KPIs and standards optional at L
ARCHITECT Scaffold, Canvas Infra and diagrams are XL concerns
VALIDATE Trace, Experiment Session analysis/A/B are XL
LAUNCH Scribe, Vitrine, Cue Multiple demo formats are XL

Full agent × phase deployment map → reference/delivery-agent-deployment-matrix.md Phase exit checklists → reference/delivery-exit-criteria-validation.md

Source: SKILL.md on GitHub

3 warnings13d5 checks · Risk MEDIUM
  • Gen Agent Trust Hub13d

    The 'nexus' skill is a comprehensive multi-agent orchestration framework that manages complex task chains. While it incorporates extensive internal guardrails and verification protocols, it explicitly mandates the use of high-risk flags that bypass security permissions to achieve autonomy. It also provides instructions for establishing persistent tasks via cron and GitHub Actions, and utilizes external research tools to fetch content from the web.

  • Socket13d

    1 alert: gptSecurity

  • Snyk13d

    Risk: LOW · No issues

  • Runlayer6mo

    6/22 files flagged

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

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