Context Mode Output Sandbox
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown.
Install Diagnose
$ npx skills add Ruya-AI/cozempic --skill diagnose -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Ruya-AI/cozempic diagnose --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/Ruya-AI/cozempic.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugin/skills/diagnose .claude/skills/diagnose && 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 "diagnose" agent skill from https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/diagnose into .claude/skills/diagnose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnose", 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/Ruya-AI/cozempic/tree/main/plugin/skills/diagnoseType 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 Ruya-AI/cozempic --skill diagnose -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Ruya-AI/cozempic diagnose --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ruya-AI/cozempic.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugin/skills/diagnose .agents/skills/diagnose && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "diagnose" agent skill from https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/diagnose into .agents/skills/diagnose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnose", 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 Ruya-AI/cozempic --skill diagnose -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Ruya-AI/cozempic diagnose --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ruya-AI/cozempic.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugin/skills/diagnose .cursor/skills/diagnose && 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 "diagnose" agent skill from https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/diagnose into .cursor/skills/diagnose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnose", 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/Ruya-AI/cozempic.git --path plugin/skills/diagnose--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 Ruya-AI/cozempic --skill diagnose -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Ruya-AI/cozempic diagnose --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ruya-AI/cozempic.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugin/skills/diagnose .gemini/skills/diagnose && 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 "diagnose" agent skill from https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/diagnose into .gemini/skills/diagnose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnose", 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 Ruya-AI/cozempic diagnoseInstalls 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 Ruya-AI/cozempic --skill diagnose -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Ruya-AI/cozempic.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugin/skills/diagnose .github/skills/diagnose && 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 "diagnose" agent skill from https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/diagnose into .github/skills/diagnose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnose", 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 Ruya-AI/cozempic --skill diagnose -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Ruya-AI/cozempic diagnose --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ruya-AI/cozempic.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugin/skills/diagnose .opencode/skills/diagnose && 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 "diagnose" agent skill from https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/diagnose into .opencode/skills/diagnose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnose", 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
diagnose- GitHub stars
- 425
- Token cost
- ~283 tokens
- SKILL.md length
- 108 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown.
- The user asks about session size
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- You notice the context window is getting full
What it does
Diagnose is an agent skill from Ruya-AI/cozempic. Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown. Use when the user asks about session size, context usage, or when you notice the context window is getting full.
Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Context engineering. The repository describes itself as: Context cleaning for Claude Code — prune bloated sessions, protect Agent Teams from context loss, auto-guard with tiered pruning. The licence is MIT.
When your agent uses it
- The user asks about session size
- You notice the context window is getting full
Example prompts
- “/diagnose”
Requirements
- Pre-approved tools (allowed-tools): Bash(cozempic *)
What it can do on your machine
Read from SKILL.md and the folder at commit fd41e95. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(cozempic *)
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Diagnose loads about 283 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 108 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from Ruya-AI/cozempic at commit fd41e95, republished under its MIT licence (© Ruya-AI). 108 words, ~283 tokens.
Download SKILL.mdSave it as
.claude/skills/diagnose/SKILL.md (or your agent's skills folder).- name
- diagnose
- description
- Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown. Use when the user asks about session size, context usage, or when you notice the context window is getting full.
- allowed-tools
- Bash(cozempic *)
Run a diagnosis on the current session:
cozempic current --diagnoseThe output includes:
- Weight: total session size in bytes and message count
- Tokens: exact token count (from usage data) or heuristic estimate
- Context bar: visual bar showing % of the detected context window (200K or 1M)
- Vital signs: progress ticks, file history snapshots, system reminders, thinking content, signatures, tool results
- Message type breakdown: bytes per message type
- Top 10 largest messages: biggest bloat contributors
- Estimated savings by prescription: what gentle/standard/aggressive would save
Always surface the token count and context % to the user. If context is above 60%, suggest running /cozempic:treat with a prescription recommendation:
- Under 5MB:
gentle - 5-20MB:
standard - Over 20MB:
aggressive
© Ruya-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugin/skills/diagnose of Ruya-AI/cozempic.
Open the folder on GitHubat commit fd41e95
Compare with similar skills
Diagnose 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 |
|---|---|---|---|---|---|---|
| Diagnose this skillRuya-AI/cozempic | 425 | — | ~283 | Automated safety check: Pass | MIT | |
| Context Mode Output Sandboxmksglu/context-mode | 26k | — | ~4.1k | Automated safety check: Pass | Custom licence | |
| Memori Long-Term MemoryMemoriLabs/Memori | 17k | — | ~2k | Automated safety check: Notes | Custom licence | |
| Picoclaw Skill Creatorsipeed/picoclaw | 30k | — | ~4.4k | Automated safety check: Pass | MIT | |
| ccc Semantic Code Searchcocoindex-io/cocoindex-code | 2.8k | — | ~938 | Automated safety check: Pass | Apache-2.0 | |
| Context Mode for Antigravity CLImksglu/context-mode | 26k | — | ~850 | Automated safety check: Pass | Custom licence |
Similar skills
Memori Long-Term Memory
MemoriLabs/Memori
Connects Claude Code to Memori Cloud for long-term memory, recalling stored context before substantive replies and saving new context afterward.
Picoclaw Skill Creator
sipeed/picoclaw
Guidance for creating, updating and reviewing Picoclaw skills, from the SKILL.md structure to organizing bundled scripts, references and assets.
ccc Semantic Code Search
cocoindex-io/cocoindex-code
Semantic code search and index management with the ccc CLI: the agent initializes, indexes and queries the project by concept, filtering by language or path.
Context Mode for Antigravity CLI
mksglu/context-mode
Routing rules for using context-mode MCP tools in Antigravity CLI: sandboxed code runs, file analysis, indexed search and web fetches that keep large output out of the conversation.
Token Optimizer
alexgreensh/token-optimizer
Audit a Claude Code or Codex setup for context-window waste, then fix it and measure the savings.
More from Ruya-AI/cozempic
Cozempic Session Guard
Ruya-AI/cozempic
Starts a background daemon that watches a Claude Code session's size and prunes it before auto-compaction can discard context or agent-team state.
Cozempic Session Pruning
Ruya-AI/cozempic
Prunes a bloated Claude Code session with the cozempic CLI using a gentle, standard or aggressive prescription, after a dry run and your confirmation.
Cozempic Doctor
Ruya-AI/cozempic
Runs cozempic doctor to check Claude Code configuration and sessions for known problems such as trust-dialog hangs, corrupted tool blocks and zombie teams.
Session Reload and Prune
Ruya-AI/cozempic
Prunes a bloated Claude Code session with the cozempic CLI, shows the token savings, and spawns a watcher that reopens the pruned session in a new terminal window.
Related
Categories
Questions about Diagnose
What does Diagnose do?
Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown. Diagnose is an agent skill from Ruya-AI/cozempic. Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown.
When should I use Diagnose?
Diagnose fits situations like: the user asks about session size; you notice the context window is getting full.
How do I install Diagnose in Claude Code?
Run `npx skills add Ruya-AI/cozempic --skill diagnose -a claude-code`. Or copy the skill folder (plugin/skills/diagnose in Ruya-AI/cozempic) into .claude/skills/diagnose in your project. Claude Code loads it when a task matches its description.
How do I install Diagnose in Codex?
Run `npx skills add Ruya-AI/cozempic --skill diagnose -a codex`. Or copy the skill folder (plugin/skills/diagnose in Ruya-AI/cozempic) into .agents/skills/diagnose in your project. Codex loads it when a task matches its description.
Can I use Diagnose 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 Ruya-AI/cozempic --skill diagnose -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/diagnose, .gemini/skills/diagnose, .github/skills/diagnose and .opencode/skills/diagnose in your project.
What does Diagnose need to run?
SKILL.md names no scripts, command-line tools or credentials: Diagnose is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(cozempic *).
Does Diagnose access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Diagnose 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. Review the folder before installing.
What licence does Diagnose use?
Diagnose is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Diagnose use?
About 283 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Diagnose?
Skills that share tags, products or a category with Diagnose: Context Mode Output Sandbox (mksglu/context-mode, 26k stars), Memori Long-Term Memory (MemoriLabs/Memori, 17k stars), Picoclaw Skill Creator (sipeed/picoclaw, 30k stars) and ccc Semantic Code Search (cocoindex-io/cocoindex-code, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Diagnose?
Ruya-AI (a GitHub organization) maintains it in Ruya-AI/cozempic, which has 425 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on July 3, 2026.
Source: Ruya-AI/cozempic on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.