Context Compression
guanyang/open-agent-hub
This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve…
“Caches a codebase to reduce token usage”
$ npx skills add kurealnum/dotfiles --skill cache-codebase -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kurealnum/dotfiles cache-codebase --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/kurealnum/dotfiles.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/cache-codebase .claude/skills/cache-codebase && 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 "cache-codebase" agent skill from https://github.com/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebase into .claude/skills/cache-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cache-codebase", 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/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebaseType 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 kurealnum/dotfiles --skill cache-codebase -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kurealnum/dotfiles cache-codebase --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kurealnum/dotfiles.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/cache-codebase .agents/skills/cache-codebase && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cache-codebase" agent skill from https://github.com/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebase into .agents/skills/cache-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cache-codebase", 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 kurealnum/dotfiles --skill cache-codebase -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kurealnum/dotfiles cache-codebase --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kurealnum/dotfiles.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/cache-codebase .cursor/skills/cache-codebase && 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 "cache-codebase" agent skill from https://github.com/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebase into .cursor/skills/cache-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cache-codebase", 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/kurealnum/dotfiles.git --path .agents/skills/cache-codebase--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 kurealnum/dotfiles --skill cache-codebase -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kurealnum/dotfiles cache-codebase --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kurealnum/dotfiles.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/cache-codebase .gemini/skills/cache-codebase && 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 "cache-codebase" agent skill from https://github.com/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebase into .gemini/skills/cache-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cache-codebase", 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 kurealnum/dotfiles cache-codebaseInstalls 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 kurealnum/dotfiles --skill cache-codebase -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kurealnum/dotfiles.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/cache-codebase .github/skills/cache-codebase && 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 "cache-codebase" agent skill from https://github.com/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebase into .github/skills/cache-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cache-codebase", 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 kurealnum/dotfiles --skill cache-codebase -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kurealnum/dotfiles cache-codebase --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kurealnum/dotfiles.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/cache-codebase .opencode/skills/cache-codebase && 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 "cache-codebase" agent skill from https://github.com/kurealnum/dotfiles/tree/main/.agents/skills/cache-codebase into .opencode/skills/cache-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cache-codebase", 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.
cache-codebaseCache Codebase is a skill in kurealnum/dotfiles (290 stars). Its SKILL.md is about 817 tokens. No licence found.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit bcd8741. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cache Codebase loads about 817 tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 416 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.
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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 416 words (~817 tokens).
“Reduce token usage by reading off a minimized version of a given codebase.”
Just SKILL.md in .agents/skills/cache-codebase of kurealnum/dotfiles.
Open the folder on GitHubat commit bcd8741
Cache Codebase 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 |
|---|---|---|---|---|---|---|
| Cache Codebase this skillkurealnum/dotfiles | 290 | — | ~817 | Automated safety check: Pass | None | |
| Context Compressionguanyang/open-agent-hub | 973 | 2 repos | ~4.6k | Automated safety check: Pass | MIT | |
| Bounty Hunter1sadjlk/bounty-hunter-skill | 282 | 1 repos | ~761 | Automated safety check: Pass | MIT | |
| Skill Shortenerluongnv89/asm | 953 | — | ~3.8k | Automated safety check: Notes | MIT | |
| Fleet Auditoralexgreensh/token-optimizer | 2.5k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Context Auditundefined-ui/second-brain-os | 999 | — | ~810 | Automated safety check: Pass | MIT |
guanyang/open-agent-hub
This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve…
1sadjlk/bounty-hunter-skill
A professional AI bounty hunter persona named Atlas. An agent skill from 1sadjlk/bounty-hunter-skill.
luongnv89/asm
Refactor a too-long SKILL.md by progressive disclosure: measure token cost, classify every section KEEP/CUT/MOVE, shorten the body into references/ and scripts/, verify nothing was lost.
alexgreensh/token-optimizer
Cross-system agent token/cost audit (Claude Code, Codex, OpenClaw, Hermes, OpenCode): idle burns, model misrouting, config bloat, with dollar savings.
undefined-ui/second-brain-os
Audit an agent's context layout against the four places: system prompt, tools, history, tail.
momori777/Artemis
SmartCrusher + CCR context compression — crunch large JSON arrays, tool outputs, and search results to save tokens.
kurealnum/dotfiles
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
kurealnum/dotfiles
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
kurealnum/dotfiles
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
kurealnum/dotfiles
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
kurealnum/dotfiles
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights.
kurealnum/dotfiles
A skill your agent uses when generating or regenerating Drizzle migration files, changing database schema tables or columns, resolving migration sequence conflicts after rebase, reviewing migration…
Categories
Run `npx skills add kurealnum/dotfiles --skill cache-codebase -a claude-code`. Or copy the skill folder (.agents/skills/cache-codebase in kurealnum/dotfiles) into .claude/skills/cache-codebase in your project. Claude Code loads it when a task matches its description.
Run `npx skills add kurealnum/dotfiles --skill cache-codebase -a codex`. Or copy the skill folder (.agents/skills/cache-codebase in kurealnum/dotfiles) into .agents/skills/cache-codebase in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add kurealnum/dotfiles --skill cache-codebase -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cache-codebase, .gemini/skills/cache-codebase, .github/skills/cache-codebase and .opencode/skills/cache-codebase in your project.
SKILL.md names no scripts, command-line tools or credentials: Cache Codebase is instructions for the agent only.
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.
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.
No licence was found for Cache Codebase or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 817 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Cache Codebase: Context Compression (guanyang/open-agent-hub, 973 stars), Bounty Hunter (1sadjlk/bounty-hunter-skill, 282 stars), Skill Shortener (luongnv89/asm, 953 stars) and Fleet Auditor (alexgreensh/token-optimizer, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
kurealnum (a GitHub user) maintains it in kurealnum/dotfiles, which has 290 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on April 13, 2026.
Source: kurealnum/dotfiles on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.