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Updated 3mo ago

by ProsusAI

prism

Give Claude Code persistent memory — captures patterns from your sessions, validates them with AI, and surfaces team knowledge as reusable skills

Works with
  • Claude

20 GitHub stars (20)

Steady at 20 stars — no new stars in the 16 days since Sep 30.

  • 12 skills (12 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 3mo ago last update (Last updated 3mo ago)

Install

Skills CLI

npx skills add ProsusAI/prism

Asks which skills and agents to install. Just one: npx skills add ProsusAI/prism --skill advise-skills — add -g for every project.

Claude Code

git clone https://github.com/ProsusAI/prismcp -r "prism/skills/advise-skills" ~/.claude/skills/

Copies the advise-skills skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add ProsusAI/prism

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • advise-skills

    Query the skill registry to find relevant architectural skills matching what the user wants to build. Searches across configured registries with graceful fallback to local sources.

    skills/advise-skills/SKILL.md on GitHub (opens in a new tab)
  • analyze-agent-codebase

    Run a deep architectural analysis of an agentic AI codebase using a phased approach — index, parallel clustered analysis, and synthesis.

    skills/analyze-agent-codebase/SKILL.md on GitHub (opens in a new tab)
  • audit-code

    Query the skill registry to find relevant architectural skills matching the user codebase, then audit the code against matched skill recommendations.

    skills/audit-code/SKILL.md on GitHub (opens in a new tab)
  • curate-skills

    Post-extraction quality pass over _analysis/extracted_skills_history/ and _analysis/extracted_skills_codebase/ — applies three tests to every skill and proposes keep, delete, merge, or rewrite. TRIGGER when: finishing `/extract-skills` (Claude Code) or `@extract-skills` (Cursor), `/synthesize` (Claude Code) or `@synthesize` (Cursor), or `/synthesize-decisions` (Claude Code) or `@synthesize-decisi…

    skills/curate-skills/SKILL.md on GitHub (opens in a new tab)
  • extract-skills

    Extract reusable, framework-agnostic skills from an agent codebase analysis report and generate registry-ready skill files. TRIGGER when: a full_report.md has been generated by `/analyze-agent-codebase` (Claude Code) or `@analyze-agent-codebase` (Cursor), the user runs `/extract-skills` (Claude Code) or `@extract-skills` (Cursor), the user asks to extract skills from an analysis.

    skills/extract-skills/SKILL.md on GitHub (opens in a new tab)
  • mine-design

    Extract design decisions, trade-offs, and non-obvious behaviors from a codebase's current source code. TRIGGER when: starting the design analysis pipeline, running `/mine-design` (Claude Code) or `@mine-design` (Cursor) before `/synthesize-decisions` (Claude Code) or `@synthesize-decisions` (Cursor), capturing the reasoning behind current architectural choices, analyzing a codebase snapshot for p…

    skills/mine-design/SKILL.md on GitHub (opens in a new tab)
  • mine-history

    Mine a repository's git history for institutional knowledge — failure modes, architectural decisions, and codebase directives. TRIGGER when: starting the history analysis pipeline, running `/mine-history` (Claude Code) or `@mine-history` (Cursor) before `/synthesize` (Claude Code) or `@synthesize` (Cursor), extracting practices from git history, looking for what has broken in this codebase and wh…

    skills/mine-history/SKILL.md on GitHub (opens in a new tab)
  • publish-skills

    Publish changed skills from _analysis/extracted_skills_codebase/ and _analysis/extracted_skills_history/ to the Prism registry via the Worker API with delta tracking. Only publishes skills whose content has changed since last publish unless --all is specified.

    skills/publish-skills/SKILL.md on GitHub (opens in a new tab)
  • run-analysis-pipeline

    Run the codebase analysis pipeline — routes to agentic or general path, one step at a time, clearing context between steps (`/clear` in Claude Code, or clear context in Cursor) to prevent context blowup.

    skills/run-analysis-pipeline/SKILL.md on GitHub (opens in a new tab)
  • run-history-pipeline

    Mine this repository's git history for failure-mode practices and extract them as reusable skills, one step at a time, clearing context between steps (`/clear` in Claude Code, or clear context in Cursor) to prevent context blowup.

    skills/run-history-pipeline/SKILL.md on GitHub (opens in a new tab)
  • synthesize-decisions

    Promote design decisions from _analysis/design.md into normative practice skills — guidance that loads before a developer makes the wrong choice. TRIGGER when: _analysis/design.md exists and is ready to promote, running `/synthesize-decisions` (Claude Code) or `@synthesize-decisions` (Cursor) after `/mine-design` (Claude Code) or `@mine-design` (Cursor), extracting design-decision practices from…

    skills/synthesize-decisions/SKILL.md on GitHub (opens in a new tab)
  • synthesize

    Promote qualifying incident clusters from git history into reusable practice skills. TRIGGER when: _analysis/incidents.md exists and is ready to promote, running `/synthesize` (Claude Code) or `@synthesize` (Cursor) after `/mine-history` (Claude Code) or `@mine-history` (Cursor), extracting failure-mode practices from a mined repository.

    skills/synthesize/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.