Gmail Query Syntax
provos/ironcurtain
Reference for Gmail's search query syntax — operators like is:sent, newerthan:, from:, has:attachment, label:, and how they compose.
Always-on context compression for OpenClaw. An agent skill from Supercompress/Supercompress.
Install Supercompress
$ npx skills add Supercompress/Supercompress --skill supercompress -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Supercompress/Supercompress supercompress --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/Supercompress/Supercompress.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/proxy/src/openclaw-hooks/skills/supercompress .claude/skills/supercompress && 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 "supercompress" agent skill from https://github.com/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompress into .claude/skills/supercompress/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supercompress", 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/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompressType 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 Supercompress/Supercompress --skill supercompress -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Supercompress/Supercompress supercompress --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Supercompress/Supercompress.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/proxy/src/openclaw-hooks/skills/supercompress .agents/skills/supercompress && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "supercompress" agent skill from https://github.com/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompress into .agents/skills/supercompress/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supercompress", 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 Supercompress/Supercompress --skill supercompress -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Supercompress/Supercompress supercompress --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Supercompress/Supercompress.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/proxy/src/openclaw-hooks/skills/supercompress .cursor/skills/supercompress && 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 "supercompress" agent skill from https://github.com/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompress into .cursor/skills/supercompress/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supercompress", 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/Supercompress/Supercompress.git --path packages/proxy/src/openclaw-hooks/skills/supercompress--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 Supercompress/Supercompress --skill supercompress -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Supercompress/Supercompress supercompress --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Supercompress/Supercompress.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/proxy/src/openclaw-hooks/skills/supercompress .gemini/skills/supercompress && 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 "supercompress" agent skill from https://github.com/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompress into .gemini/skills/supercompress/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supercompress", 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 Supercompress/Supercompress supercompressInstalls 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 Supercompress/Supercompress --skill supercompress -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Supercompress/Supercompress.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/proxy/src/openclaw-hooks/skills/supercompress .github/skills/supercompress && 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 "supercompress" agent skill from https://github.com/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompress into .github/skills/supercompress/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supercompress", 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 Supercompress/Supercompress --skill supercompress -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Supercompress/Supercompress supercompress --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Supercompress/Supercompress.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/proxy/src/openclaw-hooks/skills/supercompress .opencode/skills/supercompress && 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 "supercompress" agent skill from https://github.com/Supercompress/Supercompress/tree/main/packages/proxy/src/openclaw-hooks/skills/supercompress into .opencode/skills/supercompress/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supercompress", 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
supercompress- GitHub stars
- 106
- Token cost
- ~366 tokens
- SKILL.md length
- 152 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Always-on context compression for OpenClaw. An agent skill from Supercompress/Supercompress.
- Works in 4 steps: If inbox//latest.md exists for this… → Else call MCP compress_context with… → The SuperCompress OpenClaw plugin also… → …
- Tasks that involve Email management
- SKILL.md covers When to use, How and Do not
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Supercompress is an agent skill from Supercompress/Supercompress. Always-on context compression for OpenClaw. Compress bulky tool dumps / files / logs via MCP compresscontext; never compress the user's ask. Prefer session-scoped inbox/<sessionId/latest.md digests.
Its SKILL.md is about 370 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 Productivity & Automation, covering Email management and LLM cost and token optimization. It works with Model Context Protocol. The repository describes itself as: Query-aware context compression for LLMs and coding agents. Cut ~65% of input tokens. The licence is MIT.
When your agent uses it
- Tasks that involve Email management
- Tasks that involve LLM cost and token optimization
Example prompts
- “/supercompress”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- If inbox//latest.md exists for this session, Read it first — session digest (ask is unchanged).
- Else call MCP compress_context with context= and query=. Prefer the returned digest over raw dumps.
- The SuperCompress OpenClaw plugin also auto-compresses large tool results into the session inbox when installed.
- If compress_context fails with account-not-linked, call connect_account once, then retry.
What it can do on your machine
Read from SKILL.md and the folder at commit 1b76c6f. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Supercompress loads about 366 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 152 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 Supercompress/Supercompress at commit 1b76c6f, republished under its MIT licence (© Supercompress). 152 words, ~366 tokens.
Download SKILL.mdSave it as
.claude/skills/supercompress/SKILL.md (or your agent's skills folder).- name
- supercompress
- description
- Always-on context compression for OpenClaw. Compress bulky tool dumps / files / logs via MCP compress_context; never compress the user's ask. Prefer session-scoped inbox/<sessionId>/latest.md digests.
SuperCompress (OpenClaw)
Auto (Headroom-parity): compress every new bulky context dump; when rolling session memory gets large, compact it. Never compress the user's ask/query. Skip already-seen chunks.
Inbox digests are session-scoped under $SUPERCOMPRESS_CONFIG_DIR/inbox/<sessionId>/ (default ~/.supercompress/inbox/<sessionId>/) so sessions never cross-contaminate.
When to use
After large tool results, file reads, diffs, logs, scrapes, or pasted blobs — anything that is not the current user question.
How
- If
inbox/<sessionId>/latest.mdexists for this session, Read it first — session digest (ask is unchanged). - Else call MCP
compress_contextwithcontext=<new dump only>andquery=<user ask>. Prefer the returned digest over raw dumps. - The SuperCompress OpenClaw plugin also auto-compresses large tool results into the session inbox when installed.
- If
compress_contextfails with account-not-linked, callconnect_accountonce, then retry.
Do not
- Compress the user's question / instructions.
- Re-paste raw tool dumps after a digest exists.
- Read another session's inbox file.
- Require provider API-key proxy mode — normal login is fine.
© Supercompress, 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 packages/proxy/src/openclaw-hooks/skills/supercompress of Supercompress/Supercompress.
Open the folder on GitHubat commit 1b76c6f
Compare with similar skills
Supercompress 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 |
|---|---|---|---|---|---|---|
| Supercompress this skillSupercompress/Supercompress | 106 | — | ~366 | Automated safety check: Pass | MIT | |
| Gmail Query Syntaxprovos/ironcurtain | 613 | — | ~971 | Automated safety check: Pass | Apache-2.0 | |
| Email CheckAgriciDaniel/claude-email | 129 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Setup Lanes Linklanes-sh/app | 273 | — | ~2.3k | Automated safety check: Pass | None | |
| Triage Inboxpedrohcgs/claude-code-my-workflow | 1.6k | — | ~2.7k | Automated safety check: Notes | MIT | |
| AgentmailTommy-yw/RunbookHermes | 546 | 1 repos | ~1k | Automated safety check: Notes | MIT |
Similar skills
Email Check
AgriciDaniel/claude-email
Intelligent inbox triage that connects to Gmail or Outlook, scores emails by importance (0-100) using sender recognition, urgency keywords, thread depth, time sensitivity, and business relevance…
Setup Lanes Link
lanes-sh/app
A skill your agent uses when installing or standing up Lanes Link, the self-hostable MCP endpoint that gives an agent someone's own accounts, memory, tasks, assets, skills, identity and vault.
Triage Inbox
pedrohcgs/claude-code-my-workflow
Triage academic email and calendar (Gmail / Google Calendar via the session's MCP) into a prioritized digest plus a referee-obligations tracker — classifying referee requests, R&R and editor…
Agentmail
Tommy-yw/RunbookHermes
Give the agent its own dedicated email inbox via AgentMail. An agent skill from Tommy-yw/RunbookHermes.
Obsidian Helper
aiskillstore/marketplace
Obsidian 智能笔记助手。当用户提到 obsidian、日记、笔记、知识库、capture、review 时激活。
More from Supercompress/Supercompress
Supercompress
Supercompress/Supercompress
Always-on context compression for Grok Build. An agent skill from Supercompress/Supercompress.
Supercompress
Supercompress/Supercompress
Compress bulky coding-agent context (tool dumps, logs, diffs, files, scrapes) before it burns tokens.
Related
Works with
Questions about Supercompress
What does Supercompress do?
Always-on context compression for OpenClaw. An agent skill from Supercompress/Supercompress. Supercompress is an agent skill from Supercompress/Supercompress. Always-on context compression for OpenClaw.
When should I use Supercompress?
Supercompress fits situations like: tasks that involve Email management; tasks that involve LLM cost and token optimization.
How do I install Supercompress in Claude Code?
Run `npx skills add Supercompress/Supercompress --skill supercompress -a claude-code`. Or copy the skill folder (packages/proxy/src/openclaw-hooks/skills/supercompress in Supercompress/Supercompress) into .claude/skills/supercompress in your project. Claude Code loads it when a task matches its description.
How do I install Supercompress in Codex?
Run `npx skills add Supercompress/Supercompress --skill supercompress -a codex`. Or copy the skill folder (packages/proxy/src/openclaw-hooks/skills/supercompress in Supercompress/Supercompress) into .agents/skills/supercompress in your project. Codex loads it when a task matches its description.
Can I use Supercompress 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 Supercompress/Supercompress --skill supercompress -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/supercompress, .gemini/skills/supercompress, .github/skills/supercompress and .opencode/skills/supercompress in your project.
What does Supercompress need to run?
SKILL.md names no scripts, command-line tools or credentials: Supercompress is instructions for the agent only.
Does Supercompress 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 Supercompress 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 Supercompress use?
Supercompress 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 Supercompress use?
About 366 tokens (SKILL.md is roughly 1.5k 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 Supercompress?
Skills that share tags, products or a category with Supercompress: Gmail Query Syntax (provos/ironcurtain, 613 stars), Email Check (AgriciDaniel/claude-email, 129 stars), Setup Lanes Link (lanes-sh/app, 273 stars) and Triage Inbox (pedrohcgs/claude-code-my-workflow, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Supercompress?
Supercompress (a GitHub organization) maintains it in Supercompress/Supercompress, which has 106 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 7, 2026.
Source: Supercompress/Supercompress on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.