Claude Switch Models Setup
daymade/claude-code-skills
Sets up and maintains isolated Claude Code CLI profiles to run Kimi, MiniMax, DeepSeek, GLM, StepFun or Anthropic in separate terminal windows.
Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window.
Install Context Optimizer
$ npx skills add sundial-org/awesome-openclaw-skills --skill context-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills context-optimizer --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/context-optimizer .claude/skills/context-optimizer && 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 "context-optimizer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizer into .claude/skills/context-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-optimizer", 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/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizerType 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 sundial-org/awesome-openclaw-skills --skill context-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills context-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/context-optimizer .agents/skills/context-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "context-optimizer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizer into .agents/skills/context-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-optimizer", 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 sundial-org/awesome-openclaw-skills --skill context-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills context-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/context-optimizer .cursor/skills/context-optimizer && 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 "context-optimizer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizer into .cursor/skills/context-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-optimizer", 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/sundial-org/awesome-openclaw-skills.git --path skills/context-optimizer--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 sundial-org/awesome-openclaw-skills --skill context-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills context-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/context-optimizer .gemini/skills/context-optimizer && 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 "context-optimizer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizer into .gemini/skills/context-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-optimizer", 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 sundial-org/awesome-openclaw-skills context-optimizerInstalls 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 sundial-org/awesome-openclaw-skills --skill context-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/context-optimizer .github/skills/context-optimizer && 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 "context-optimizer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizer into .github/skills/context-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-optimizer", 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 sundial-org/awesome-openclaw-skills --skill context-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills context-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/context-optimizer .opencode/skills/context-optimizer && 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 "context-optimizer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/context-optimizer into .opencode/skills/context-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-optimizer", 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
context-optimizer- GitHub stars
- 663
- Token cost
- ~1.6k tokens
- SKILL.md length
- 254 words
- Files
- 10 (incl. scripts)
- Skills in repo
- 353
- Repo updated
- First seen
- Licence
- None found
At a glance
Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window.
- Works in 5 steps: Semantic Compaction: Merges similar… → Temporal Compaction: Summarizes older… → Extractive Compaction: Extracts key… → …
- Tasks that involve Context engineering
- SKILL.md covers Key Features, Quick Start, Auto-Compaction Strategies and Dynamic Context Management, plus 4 more sections
- Runs JavaScript scripts from its folder
What it does
Context Optimizer is an agent skill from sundial-org/awesome-openclaw-skills. Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window. Features intelligent compaction (merging, summarizing, extracting), query-aware relevance scoring, and hierarchical memory system with context archive. Logs optimization events to chat.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts (for example `INSTALL.md`, `README.md` and `SUMMARY.md`).
It sits in Agent Workflows, covering Context engineering. It works with DeepSeek. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Tasks that involve Context engineering
Example prompts
- “/context-optimizer”
Requirements
- Node.js
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Semantic Compaction: Merges similar messages instead of removing them
- Temporal Compaction: Summarizes older conversations by time windows
- Extractive Compaction: Extracts key information from verbose messages
- Adaptive Compaction: Chooses best strategy based on message characteristics
- Dynamic Context: Filters messages based on relevance to current query
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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/ (JavaScript), which the agent can run.
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
Context Optimizer loads about 1.6k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 254 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 254 words (~1,592 tokens).
“Advanced context management optimized for DeepSeek's 64k context window. Provides intelligent pruning, compression, and token optimization to prevent context overflow while preserving important information.”
- name
- context-optimizer
- homepage
- https://github.com/clawdbot/clawdbot
Files
SKILL.md and 9 other files (scripts) in skills/context-optimizer of sundial-org/awesome-openclaw-skills.
- SKILL.md
- INSTALL.md
- README.md
- SUMMARY.md
- chat-logger.js
- examples/clawdbot-integration.js
- examples/simple-integration.js
- lib/index.js
- package.json
- scripts/cli.js
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Context Optimizer 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 |
|---|---|---|---|---|---|---|
| Context Optimizer this skillsundial-org/awesome-openclaw-skills | 663 | — | ~1.6k | Automated safety check: Pass | None | |
| Claude Switch Models Setupdaymade/claude-code-skills | 1.4k | — | ~11k | 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 | |
| Mindmemos CLImindscale-noah/MindMemOS | 1k | 1 repos | ~3.4k | Automated safety check: Pass | None |
Similar skills
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.
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.
Mindmemos CLI
mindscale-noah/MindMemOS
Give an AI agent persistent, cross-session long-term memory through MindMemOS.
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.
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Related
Works with
Categories
Questions about Context Optimizer
What does Context Optimizer do?
Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window. Context Optimizer is an agent skill from sundial-org/awesome-openclaw-skills. Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window.
When should I use Context Optimizer?
Context Optimizer fits situations like: tasks that involve Context engineering.
How do I install Context Optimizer in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill context-optimizer -a claude-code`. Or copy the skill folder (skills/context-optimizer in sundial-org/awesome-openclaw-skills) into .claude/skills/context-optimizer in your project. Claude Code loads it when a task matches its description.
How do I install Context Optimizer in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill context-optimizer -a codex`. Or copy the skill folder (skills/context-optimizer in sundial-org/awesome-openclaw-skills) into .agents/skills/context-optimizer in your project. Codex loads it when a task matches its description.
Can I use Context Optimizer 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 sundial-org/awesome-openclaw-skills --skill context-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/context-optimizer, .gemini/skills/context-optimizer, .github/skills/context-optimizer and .opencode/skills/context-optimizer in your project.
What does Context Optimizer need to run?
Going by SKILL.md and its folder, Context Optimizer needs JavaScript for the scripts in its folder. Our summary lists: Node.js.
Does Context Optimizer 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 Context Optimizer 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 Context Optimizer use?
No licence was found for Context Optimizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Context Optimizer use?
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Context Optimizer?
Skills that share tags, products or a category with Context Optimizer: Claude Switch Models Setup (daymade/claude-code-skills, 1.4k stars), Context Mode Output Sandbox (mksglu/context-mode, 26k stars), Memori Long-Term Memory (MemoriLabs/Memori, 17k stars) and Picoclaw Skill Creator (sipeed/picoclaw, 30k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Context Optimizer?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 353 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.