adaptive-team-consult — for Claude Code adaptive-team-consult, adaptive-dev-team, community, for Claude Code, ide skills, (create from template if missing) 3, database, llm-expert, architect, TeamCreate

v1.0.0
GitHub

Über diesen Skill

Geeigneter Einsatz: Ideal for AI agents that need adaptive team consult. Lokalisierte Zusammenfassung: A self-healing Claude Code agent team for structured software development.

Funktionen

Adaptive Team Consult
Step 0: PM Recovery / Grounding
PM reads, in order:
.claude/rules/adaptive-team-rules.md
.claude/adaptive-team-state/current-session.md (create from template if missing)

# Kernthemen

for Claude Code (create from template if missing) 3 database llm-expert architect TeamCreate
lwstory lwstory
[1]
[0]
Aktualisiert: 4/24/2026

Skill Overview

Start with fit, limitations, and setup before diving into the repository.

Geeigneter Einsatz: Ideal for AI agents that need adaptive team consult. Lokalisierte Zusammenfassung: A self-healing Claude Code agent team for structured software development.

Warum diese Fähigkeit verwenden

Empfehlung: adaptive-team-consult helps agents adaptive team consult. A self-healing Claude Code agent team for structured software development.

Am besten geeignet für

Geeigneter Einsatz: Ideal for AI agents that need adaptive team consult.

↓ Handlungsfähige Anwendungsfälle for adaptive-team-consult

Anwendungsfall: Adaptive Team Consult
Anwendungsfall: Step 0: PM Recovery / Grounding
Anwendungsfall: PM reads, in order:

! Sicherheit & Einschränkungen

  • Einschraenkung: Default minimum: architect. Spawn only those the signal warrants — do not invite everyone by habit.
  • Einschraenkung: If a team exists, join it — do not recreate. Otherwise TeamCreate with a descriptive name. Update current-session.md.
  • Einschraenkung: Spawn only those the signal warrants — do not invite everyone by habit

About The Source

The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.

Labs-Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ und Installationsschritte

These questions and steps mirror the structured data on this page for better search understanding.

? Häufige Fragen

Was ist adaptive-team-consult?

Geeigneter Einsatz: Ideal for AI agents that need adaptive team consult. Lokalisierte Zusammenfassung: A self-healing Claude Code agent team for structured software development.

Wie installiere ich adaptive-team-consult?

Führen Sie den Befehl aus: npx killer-skills add lwstory/adaptive-dev-team. Er funktioniert mit Cursor, Windsurf, VS Code, Claude Code und mehr als 19 weiteren IDEs.

Wofür kann ich adaptive-team-consult verwenden?

Wichtige Einsatzbereiche sind: Anwendungsfall: Adaptive Team Consult, Anwendungsfall: Step 0: PM Recovery / Grounding, Anwendungsfall: PM reads, in order:.

Welche IDEs sind mit adaptive-team-consult kompatibel?

Dieser Skill ist mit Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer kompatibel. Nutzen Sie die Killer-Skills CLI für eine einheitliche Installation.

Gibt es Einschränkungen bei adaptive-team-consult?

Einschraenkung: Default minimum: architect. Spawn only those the signal warrants — do not invite everyone by habit.. Einschraenkung: If a team exists, join it — do not recreate. Otherwise TeamCreate with a descriptive name. Update current-session.md.. Einschraenkung: Spawn only those the signal warrants — do not invite everyone by habit.

↓ So installieren Sie den Skill

  1. 1. Terminal öffnen

    Öffnen Sie Ihr Terminal oder die Kommandozeile im Projektverzeichnis.

  2. 2. Installationsbefehl ausführen

    Führen Sie aus: npx killer-skills add lwstory/adaptive-dev-team. Die CLI erkennt Ihre IDE oder Ihren Agenten automatisch und richtet den Skill ein.

  3. 3. Skill verwenden

    Der Skill ist jetzt aktiv. Ihr KI-Agent kann adaptive-team-consult sofort im aktuellen Projekt verwenden.

! Source Notes

This page is still useful for installation and source reference. Before using it, compare the fit, limitations, and upstream repository notes above.

Upstream Repository Material

The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.

Upstream Source

adaptive-team-consult

Install adaptive-team-consult, an AI agent skill for AI agent workflows and automation. Explore features, use cases, limitations, and setup guidance.

SKILL.md
Readonly
Upstream Repository Material
The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.
Upstream Source

Adaptive Team Consult

PM brings in the specialists whose lenses fit the topic and facilitates a plain-English discussion. No code is written; the output is shared understanding and a direction.

Pipeline

Step 0: PM Recovery / Grounding

PM reads, in order:

  1. .claude/rules/adaptive-team-rules.md
  2. .claude/adaptive-team-state/current-session.md (create from template if missing)
  3. .claude/adaptive-team-learned/pm-lessons.md
  4. TaskList

Step 1: Classify the Topic

PM identifies topic signals and selects reviewers per the Consult Mode rubric in the rules:

SignalSpawn
Schema, query, migration, index, graphdatabase
Prompt, tool use, model choice, agent design, evalllm-expert
Auth, permissions, authz, secretsarchitect
Test strategy, coverage, flakesdet
Architecture / coherencearchitect
Ambiguousarchitect as default

Default minimum: architect. Spawn only those the signal warrants — do not invite everyone by habit.

Step 2: Create or Join Team

If a team exists, join it — do not recreate. Otherwise TeamCreate with a descriptive name. Update current-session.md.

Step 3: Spawn Selected Reviewers

Use the deterministic names: architect, sdet, llm-expert, database. Each completes its startup sequence.

Step 4: Facilitate the Consult

PM forwards the user's topic to spawned reviewers and asks each for:

  • Their plain-English read
  • Risks or constraints specific to their lens
  • Recommended direction (not code)

Each reviewer writes a full analysis to .claude/adaptive-team-reviews/consult/<short-slug>/<reviewer>.md and returns a short summary to PM. PM synthesizes for the user by showing one paragraph per reviewer, verbatim from the summary line — PM does not re-author.

Step 5: Decide or Iterate

User decides the direction, asks follow-ups, or requests /adaptive-team-implement to build.

Step 6: Update Session State

PM updates current-session.md with any key decisions and the set of spawned reviewers (which remain persistent for this session).

When to Use

  • Approach or design questions before implementation
  • Choosing between options (model, schema, framework)
  • Understanding risk and tradeoffs on a specific topic

When NOT to Use

  • Actual implementation → /adaptive-team-implement
  • Capturing a lesson from something that went wrong → /adaptive-team-learning-moment

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