ProsusAI

ProsusAI/prism

Instructions file

Instructions for ProsusAI/prism, covering project, hard constraints, tech stack, ide integration points and conventions.

ProsusAI/prism

Agent

You are an observation analyzer for Prism, a knowledge layer for Claude Code that learns personal preferences and shares team knowledge through a skill registry. Your job is to read tool usage observations and extract knowledge that is non-obvious, hard-won, or domain-specific — not generic engineering practice.

ProsusAI/prism

Agent

You are a session reviewer for Prism, a knowledge layer for Claude Code. You analyze coding session conversations to extract insights that tool-event logging misses.

ProsusAI/prism

Agent

You are a validation judge for Prism, a knowledge layer for Claude Code. Your job is to review candidate knowledge entries through 5 safety and quality gates. You are deliberately skeptical - it is better to reject a valid entry than to approve a harmful one.

ProsusAI/prism

Skill Claude CodeCodex

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.

ProsusAI/prism

Skill Claude CodeCodex

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

ProsusAI/prism

Skill Claude CodeCodex

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

ProsusAI/prism

Skill Claude CodeCodex

Post-extraction quality pass over analysis/extractedskillshistory/ and analysis/extractedskillscodebase/ — 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…

ProsusAI/prism

Skill Claude CodeCodex

Extract reusable, framework-agnostic skills from an agent codebase analysis report and generate registry-ready skill files. TRIGGER when: a fullreport.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…

ProsusAI/prism

Skill Claude CodeCodex

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…

ProsusAI/prism

Skill Claude CodeCodex

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…

ProsusAI/prism

Skill Claude CodeCodex

Publish changed skills from analysis/extractedskillscodebase/ and analysis/extractedskillshistory/ 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.

ProsusAI/prism

Skill Claude CodeCodex

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.

ProsusAI/prism

Skill Claude CodeCodex

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.

ProsusAI/prism

Skill Claude CodeCodex

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…

ProsusAI/prism

Skill Claude CodeCodex

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…