Faithful information summarization with fidelity preservation, structured output, and anti-hallucination methodology. Provides skills for file, URL, and image summarization; agents for autonomous summarization tasks; and hooks for validating agent output structure.
Plugin summarizer from marketplace jamie-bitflight-skills in Jamie-BitFlight/claude_skills. Commands read from the repo's manifest — 25 days ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
agent-result-relayRelay agent results without corrupting exact counts, failure reasons, source scope or status. Use when receiving agent output or handing results to another actor; distinguish observations from attributed conclusions and reference complete artifacts.
file-summarizationSummarize files or a requested directory scope from actual contents. Extract code, config, data and document evidence, preserve exact counts and source locations, and disclose incomplete or unsupported acquisition. Use for file summaries, code explanations and configuration overviews.
image-summarizationDescribe images, screenshots, diagrams and charts from visual inspection. Preserve visible text, counts, labels, directions and uncertainty; distinguish observation from interpretation. Use for image summaries, screenshot explanations and diagram descriptions.
multi-source-synthesisIntegrate multiple source findings into an attributed synthesis or comparison. Use for combine these summaries, synthesize results, merge findings or multi-source analysis. Preserve claim-level provenance, coverage, qualifiers, conflicts and uncertainty rather than repeatedly compressing narrative s
summarizerRoute requests to summarize files, URLs, images, inline text, or multiple sources. Select the requested format and preserve evidence, exact counts, uncertainty and source coverage through summarization, synthesis and agent-result relay.
url-summarizationSummarize a supplied URL from fetched content with source locations, acquisition coverage and explicit access failures. Use for articles, documentation, API references and web pages; preserve version, author attribution and uncertainty in the requested output format.
file-summarizerAutonomous file summarization. Use for a delegated file summary; load the canonical file-summarization skill, preserve source evidence and the requested format, and return the caller's result contract.
image-summarizerAutonomous image summarization. Use for a delegated image summary; load the canonical image-summarization skill, preserve source evidence and the requested format, and return the caller's result contract.
url-summarizerAutonomous url summarization. Use for a delegated url summary; load the canonical url-summarization skill, preserve source evidence and the requested format, and return the caller's result contract.
node "${CLAUDE_PLUGIN_ROOT}/hooks/validate-summarizer-output.cjs"
Language-agnostic development process harness implementing the Stateless Agent Methodology (SAM) 7-stage pipeline with ARL human touchpoint model and Voltron-style language plugin composition. Provides orchestration, workflows, planning, verification, and testing methodology that any language plugin can compose with.
79 skills · 28 agents · 3 MCP servers · hooks
Complete plugin development toolkit for creating, refactoring, and validating Claude Code plugins and agents. Use when creating new plugins/skills/agents, refactoring existing plugins/skills, validating frontmatter, or restructuring plugin components. Includes specialized agents for assessment, planning, execution, and validation workflows.
48 skills · 15 agents · 1 MCP server
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44 skills · 6 agents
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9 skills · 3 agents · hooks
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4 skills · 4 commands · 2 agents · 2 MCP servers
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8 skills · 2 agents
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
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Scaffold, validate, and publish new Claude Code plugins with proper structure
3 skills · 1 command · 1 agent
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1 MCP server
Use Alibaba Open Code Review from local Codex.
2 skills
Claude Code skill for creating and presenting Slidev slidedecks
1 skill
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12 skills · 1 MCP server · hooks
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