Loora Design Guide
lassejlv/loora
Build, edit, refine, troubleshoot, and review polished responsive product interfaces through the Loora MCP server and its structured Canvas schemas.
Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser.
Install Session Analyzer
$ npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bobmatnyc/claude-mpm session-analyzer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/claude_mpm/skills/bundled/reporting/session-analyzer .claude/skills/session-analyzer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "session-analyzer" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzer into .claude/skills/session-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "session-analyzer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bobmatnyc/claude-mpm session-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/claude_mpm/skills/bundled/reporting/session-analyzer .agents/skills/session-analyzer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "session-analyzer" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzer into .agents/skills/session-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "session-analyzer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bobmatnyc/claude-mpm session-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/claude_mpm/skills/bundled/reporting/session-analyzer .cursor/skills/session-analyzer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "session-analyzer" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzer into .cursor/skills/session-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "session-analyzer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/bobmatnyc/claude-mpm.git --path src/claude_mpm/skills/bundled/reporting/session-analyzer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bobmatnyc/claude-mpm session-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/claude_mpm/skills/bundled/reporting/session-analyzer .gemini/skills/session-analyzer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "session-analyzer" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzer into .gemini/skills/session-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "session-analyzer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install bobmatnyc/claude-mpm session-analyzerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/claude_mpm/skills/bundled/reporting/session-analyzer .github/skills/session-analyzer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "session-analyzer" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzer into .github/skills/session-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "session-analyzer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bobmatnyc/claude-mpm session-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/claude_mpm/skills/bundled/reporting/session-analyzer .opencode/skills/session-analyzer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "session-analyzer" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/src/claude_mpm/skills/bundled/reporting/session-analyzer into .opencode/skills/session-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "session-analyzer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
session-analyzer- GitHub stars
- 155
- Token cost
- ~2.2k tokens
- SKILL.md length
- 932 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 52
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser.
- Works in 3 steps: Extract (deterministic, no inference) → Optional narrative polish (opt-in… → Render (deterministic)
- Tasks that involve React components
- SKILL.md covers When to use this skill, The hybrid workflow, What each captured data point… and Caveats, plus 2 more sections
- Runs Python scripts from its folder; calls python and uv
What it does
Session Analyzer is an agent skill from bobmatnyc/claude-mpm. Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/schema.md` and `scripts/session_timeline_to_jsx.py`).
It sits in Agent Workflows, covering React components. It works with Model Context Protocol. The repository describes itself as: Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude.
When your agent uses it
- Tasks that involve React components
Example prompts
- “/session-analyzer”
Requirements
- Python 3
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Extract (deterministic, no inference)
- Optional narrative polish (opt-in inference)
- Render (deterministic)
What it can do on your machine
Read from SKILL.md and the folder at commit 25203d3. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonuv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Session Analyzer loads about 2.2k tokens when it runs, and up to ~3.6k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 932 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 932 words (~2,193 tokens).
“Produce a deterministic-first session report for debugging and teaching agentic coding with Claude MPM. The report reconstructs an entire session's timeline — every PM turn, subagent call, skill use, MCP call, the model behind each call, tokens in/out (plus cache)…”
- name
- session-analyzer
- skill_id
- session-analyzer
- skill_version
- 0.3.0
- version
- 0.3.0
- category
- reporting
- when_to_use
- when analyzing a completed Claude session to understand cost breakdown, agent behavior, tool usage timeline, or to generate a visual session report
- updated_at
- 2026-06-12T00:00:00Z
- tags
- session, reporting, cost, teaching, debugging
- effort
- medium
- progressive_disclosure.references
- references/schema.md
Files
SKILL.md and 2 other files (scripts, references) in src/claude_mpm/skills/bundled/reporting/session-analyzer of bobmatnyc/claude-mpm.
- SKILL.md
- references/schema.md
- scripts/session_timeline_to_jsx.py
Open the folder on GitHubat commit 25203d3
Compare with similar skills
Session Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Session Analyzer this skillbobmatnyc/claude-mpm | 155 | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Loora Design Guidelassejlv/loora | 140 | — | ~2.4k | Automated safety check: Pass | AGPL-3.0 | |
| Typescript Styletjx666/vscode-mcp | 106 | — | ~961 | Automated safety check: Pass | Custom licence | |
| Zodjasonjgardner/blockbench-mcp-plugin | 491 | 3 repos | ~1.4k | Automated safety check: Pass | GPL-3.0 | |
| Videoohad6k/emulo | 293 | 1 repos | ~8.3k | Automated safety check: Pass | MIT | |
| Frontmcp Auth UIagentfront/frontmcp | 146 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 |
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Questions about Session Analyzer
What does Session Analyzer do?
Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser. Session Analyzer is an agent skill from bobmatnyc/claude-mpm. Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser.
When should I use Session Analyzer?
Session Analyzer fits situations like: tasks that involve React components.
How do I install Session Analyzer in Claude Code?
Run `npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a claude-code`. Or copy the skill folder (src/claude_mpm/skills/bundled/reporting/session-analyzer in bobmatnyc/claude-mpm) into .claude/skills/session-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Session Analyzer in Codex?
Run `npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a codex`. Or copy the skill folder (src/claude_mpm/skills/bundled/reporting/session-analyzer in bobmatnyc/claude-mpm) into .agents/skills/session-analyzer in your project. Codex loads it when a task matches its description.
Can I use Session Analyzer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bobmatnyc/claude-mpm --skill session-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/session-analyzer, .gemini/skills/session-analyzer, .github/skills/session-analyzer and .opencode/skills/session-analyzer in your project.
What does Session Analyzer need to run?
Going by SKILL.md and its folder, Session Analyzer needs Python for the scripts in its folder and the command-line tools its instructions call (python and uv). Our summary lists: Python 3.
Does Session Analyzer access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Session Analyzer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Session Analyzer use?
Session Analyzer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Session Analyzer use?
About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.
What are the alternatives to Session Analyzer?
Skills that share tags, products or a category with Session Analyzer: Loora Design Guide (lassejlv/loora, 140 stars), Typescript Style (tjx666/vscode-mcp, 106 stars), Zod (jasonjgardner/blockbench-mcp-plugin, 491 stars) and Video (ohad6k/emulo, 293 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Session Analyzer?
bobmatnyc (a GitHub user) maintains it in bobmatnyc/claude-mpm, which has 155 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on August 31, 2026.
Source: bobmatnyc/claude-mpm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.