How does Spectre Learn capture project knowledge?

It analyzes the recent conversation history or specific user prompts to identify reusable insights, then structures them into standardized Markdown files within the project's .claude/skills directory.

Can I use these skills across different projects?

Skills are stored at the project root level, ensuring they are specific to the codebase they describe, though the patterns can be manually adapted for other repositories.

Does it require manual input to stay updated?

No, Spectre Learn features proactive updates. If it discovers that an existing skill is incomplete or outdated during a session, it will automatically edit the skill file to reflect the new information.

What is Investigation Mode?

When context is missing, Spectre Learn dispatches sub-agents to explore the codebase, map relevant files, and synthesize findings to ensure the captured knowledge is accurate and actionable.

Spectre Learn: Knowledge Capture Agent

Name: Spectre Learn: Knowledge Capture Agent
Author: Codename-Inc

byCodename-Inc

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115

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学习与文档

Captures and codifies project-specific insights, architectural decisions, and debugging patterns into reusable skills for Claude Code.

Spectre Learn is a specialized knowledge-retention engine designed for the SPECTRE agentic workflow that transforms ephemeral chat insights into durable project documentation. It enables Claude Code to proactively identify, investigate, and store critical project context—such as non-obvious 'gotchas,' architectural patterns, and end-to-end feature flows—ensuring that hard-won technical knowledge is preserved for future sessions. By utilizing multi-agent investigation modes and a structured skill registry, it eliminates the need for repetitive onboarding and manual documentation, allowing both human developers and AI agents to remain productive within complex codebases.

主要功能

01Standardized local storage and registry for project-specific skills

02115 GitHub stars

03Automated knowledge capture and codification via the /learn command

04Proactive skill updates that refresh documentation as new patterns emerge

05Sub-agent investigation mode for deep codebase mapping and discovery

06Categorized templates for features, gotchas, patterns, and decisions

使用场景

01Preserving debugging insights and 'gotchas' to prevent recurring technical errors

02Onboarding new team members with comprehensive, auto-generated feature dossiers

03Documenting architectural decisions and design patterns during active development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add codename-inc/spectre spectre-learn

For use in Claude.ai and ChatGPT

Download Skill