Prism prism-analyze
Analyze Claude Code session health using PRISM. Use when asked to check token usage, audit CLAUDE.md, understand why sessions are failing, or list projects.
git clone https://github.com/jakeefr/prism
T=$(mktemp -d) && git clone --depth=1 https://github.com/jakeefr/prism "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/prism-analyze" ~/.claude/skills/jakeefr-prism-prism-analyze && rm -rf "$T"
skills/prism-analyze/SKILL.mdprism-analyze
Analyze Claude Code session health using PRISM.
When to use
When the user asks to analyze their Claude Code sessions, check token usage, audit their CLAUDE.md, understand why sessions are failing, list their projects, or see what PRISM can see.
Before running
First check if PRISM is installed:
prism --version
If the command is not found, install it first:
pip install prism-cc
Then verify it installed correctly:
prism --version
Once confirmed installed, proceed with the analysis.
Usage
Run the analysis:
prism analyze
If prism is not installed:
pip install prism-cc prism analyze
For a specific project:
prism analyze --project <path>
For JSON output (useful for scripting):
prism analyze --json
For CLAUDE.md recommendations:
prism advise
List all projects PRISM can see:
prism projects
This prints each project name, session count, and last-active timestamp. Use it when the user asks what projects PRISM has data for, or to confirm that sessions are being recorded.
What PRISM shows
- Health scores (A-F) across 5 dimensions per project
- Token efficiency: CLAUDE.md re-read costs, compaction frequency
- Tool health: retry loops, edit-revert cycles, consecutive failures
- Context hygiene: compaction loss events, mid-task boundaries
- CLAUDE.md adherence: whether your rules are actually being followed
- Session continuity: resume success rate, truncated sessions
Output
PRISM prints a health report table and top issues per project. Run
prismprism dashboard