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wf-learn

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Aktualisiert4. Juli 2026 um 10:30

Use for /wf-learn in Claude Code, $wf-learn or /skills wf-learn in Codex, or when the user wants a learning cycle from repeated errors, corrections, patterns, or session history.

Installation

Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.

In Manus ausführen

Quelle

LiWeny16

LiWeny16/LetShare

GitHub-Repository öffnen Creator-Repositorys ansehen

Download

In Manus ausführen

Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

Sonstige ComputerberufeInformatik- und Mathematikberufe·SOC 15-1299

SKILL.md

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name	wf-learn
description	Use for /wf-learn in Claude Code, $wf-learn or /skills wf-learn in Codex, or when the user wants a learning cycle from repeated errors, corrections, patterns, or session history.

WF Learn Adapter

Force a memory learning cycle. Context-master analyzes; memory-master consolidates. Use the active runtime's available subagent mechanism when present, otherwise emulate the same roles as bounded passes and record that fallback.

Load

Harness/MEMORY.md
Harness/memory/tool-usage-reflections.md
Harness/memory/user-corrections-preferences.md
Harness/memory/agent-lessons-patterns.md
Current Harness/PROGRESS.md and active task capsule, if any

Flow

Analyze the session for repeated failures, durable user corrections, and reusable review/debug lessons.
Deduplicate against existing memory.
Write only concise, durable, non-secret lessons to Harness/memory/*.

Return

Report files updated, patterns extracted, skipped candidates, and why each memory entry should survive context loss.

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wf-auto

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Perpetual auto-optimization mode. Never stops until 8-angle exhaustion. Inherits WF acceptance gates and subagent orchestration per cycle. Use for Claude /wf-auto, Codex $wf-auto, auto mode, or unbounded self-directed optimization.

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Perpetual inspiration mode for /wf-auto-spark or $wf-auto-spark. Inherits WF-AUTO/WF execution gates while using external spark search, roadmap anchoring, and <=50% deviation guard.

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wf-max

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Use for /wf-max in Claude Code, $wf-max or /skills wf-max in Codex, or maximum-parallelism Harness work with WF strict-superset gates and CEO -> manager -> worker decomposition.

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Use when a project README already exists and the user asks to preserve, merge, modernize, optimize, or clarify repository documentation during harness install or documentation work.

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name	wf-learn
description	Use for /wf-learn in Claude Code, $wf-learn or /skills wf-learn in Codex, or when the user wants a learning cycle from repeated errors, corrections, patterns, or session history.

WF Learn Adapter

Load

Harness/MEMORY.md
Harness/memory/tool-usage-reflections.md
Harness/memory/user-corrections-preferences.md
Harness/memory/agent-lessons-patterns.md
Current Harness/PROGRESS.md and active task capsule, if any

Flow

Analyze the session for repeated failures, durable user corrections, and reusable review/debug lessons.
Deduplicate against existing memory.
Write only concise, durable, non-secret lessons to Harness/memory/*.

Return

Report files updated, patterns extracted, skipped candidates, and why each memory entry should survive context loss.