Context Budget
affaan-m/ECC
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules.
You MUST use this for gathering contexts before any work. An agent skill from LeoYeAI/openclaw-master-skills.
$ npx skills add LeoYeAI/openclaw-master-skills --skill byterover -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills byterover --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/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/byterover .claude/skills/byterover && 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 "byterover" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/byterover into .claude/skills/byterover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "byterover", 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/LeoYeAI/openclaw-master-skills/tree/main/skills/byteroverType 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 LeoYeAI/openclaw-master-skills --skill byterover -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills byterover --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/byterover .agents/skills/byterover && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "byterover" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/byterover into .agents/skills/byterover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "byterover", 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 LeoYeAI/openclaw-master-skills --skill byterover -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills byterover --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/byterover .cursor/skills/byterover && 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 "byterover" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/byterover into .cursor/skills/byterover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "byterover", 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/LeoYeAI/openclaw-master-skills.git --path skills/byterover--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 LeoYeAI/openclaw-master-skills --skill byterover -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills byterover --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/byterover .gemini/skills/byterover && 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 "byterover" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/byterover into .gemini/skills/byterover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "byterover", 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 LeoYeAI/openclaw-master-skills byteroverInstalls 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 LeoYeAI/openclaw-master-skills --skill byterover -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/byterover .github/skills/byterover && 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 "byterover" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/byterover into .github/skills/byterover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "byterover", 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 LeoYeAI/openclaw-master-skills --skill byterover -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills byterover --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/byterover .opencode/skills/byterover && 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 "byterover" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/byterover into .opencode/skills/byterover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "byterover", 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.
byteroverYou MUST use this for gathering contexts before any work. An agent skill from LeoYeAI/openclaw-master-skills.
Byterover is an agent skill from LeoYeAI/openclaw-master-skills. You MUST use this for gathering contexts before any work. This is a Knowledge management for AI agents. Use brv to store and retrieve project patterns, decisions, and architectural rules in .brv/context-tree. Uses a configured LLM provider (default: ByteRover, no API key needed) for query and curate operations.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit e5199b5. 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.
Shell commands in SKILL.md call:
npmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.
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.
Byterover loads about 1.6k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 722 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.
The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 722 words, ~1,602 tokens.
.claude/skills/byterover/SKILL.md (or your agent's skills folder).Use the brv CLI to manage your project's long-term memory.
Install: npm install -g byterover-cli
Knowledge is stored in .brv/context-tree/ as human-readable Markdown files.
No authentication needed. brv query and brv curate work out of the box. Login is only required for cloud sync (push/pull/space) — ignore those if you don't need cloud features.
brv query to understand existing patterns.brv curate to save new patterns/decisions.Overview: Retrieve relevant context from your project's knowledge base. Uses a configured LLM provider to synthesize answers from .brv/context-tree/ content.
Use this skill when:
Do NOT use this skill when:
brv query "How is authentication implemented?"Overview: Analyze and save knowledge to the local knowledge base. Uses a configured LLM provider to categorize and structure the context you provide.
Use this skill when:
Do NOT use this skill when:
brv curate "Auth uses JWT with 24h expiry. Tokens stored in httpOnly cookies via authMiddleware.ts"Include source files (max 5, project-scoped only):
brv curate "Authentication middleware details" -f src/middleware/auth.tsView curate history: to check past curations
brv curate viewbrv curate on completion, e.g. cur-1739700001000)brv curate view cur-1739700001000brv curate view detailbrv curate view --since 1h --status completedbrv curate view --helpbrv query and brv curate require a configured LLM provider. Connect the default ByteRover provider (no API key needed):
brv providers connect byteroverTo use a different provider (e.g., OpenAI, Anthropic, Google), list available options and connect with your own API key:
brv providers list
brv providers connect openai --api-key sk-xxx --model gpt-4.1Overview: Sync your local knowledge with a team via ByteRover's cloud service. Requires ByteRover authentication.
Setup steps:
brv login --api-key sample-key-stringbrv space listSample output:
brv space list
1. human-resources-team (team)
- a-department (space)
- b-department (space)
2. marketing-team (team)
- c-department (space)
- d-department (space)brv space switch --team human-resources-team --name a-departmentCloud sync commands:
Once connected, brv push and brv pull sync with that space.
# Pull team updates
brv pull
# Push local changes
brv pushSwitching spaces:
brv push) — switching is blocked if unsaved changes exist.brv space switch --team marketing-team --name d-departmentStorage: All knowledge is stored as Markdown files in .brv/context-tree/ within the project directory. Files are human-readable and version-controllable.
File access: The -f flag on brv curate reads files from the current project directory only. Paths outside the project root are rejected. Maximum 5 files per command, text and document formats only.
LLM usage: brv query and brv curate send context to a configured LLM provider for processing. The LLM sees the query or curate text and any included file contents. No data is sent to ByteRover servers unless you explicitly run brv push.
Cloud sync: brv push and brv pull require authentication (brv login) and send knowledge to ByteRover's cloud service. All other commands operate without ByteRover authentication.
User Action Required: You MUST show this troubleshooting guide to users when errors occur.
"Not authenticated" | Run brv login --help for more details.
"No provider connected" | Run brv providers connect byterover (free, no key needed).
"Connection failed" / "Instance crashed" | User should kill brv process.
"Token has expired" / "Token is invalid" | Run brv login again to re-authenticate.
"Billing error" / "Rate limit exceeded" | User should check account credits or wait before retrying.
Agent-Fixable Errors: You MUST handle these errors gracefully and retry the command after fixing.
"Missing required argument(s)." | Run brv <command> --help to see usage instructions.
"Maximum 5 files allowed" | Reduce to 5 or fewer -f flags per curate.
"File does not exist" | Verify path with ls, use relative paths from project root.
"File type not supported" | Only text, image, PDF, and office files are supported.
Run brv status to check authentication, project, and provider state.
© LeoYeAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/byterover of LeoYeAI/openclaw-master-skills.
Open the folder on GitHubat commit e5199b5
Byterover 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 |
|---|---|---|---|---|---|---|
| Byterover this skillLeoYeAI/openclaw-master-skills | 2.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Context Budgetaffaan-m/ECC | 276k | 3 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Filesystem Contextsickn33/agentic-awesome-skills | 47k | 2 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Context Budgetaffaan-m/ECC | 276k | 1 repos | ~709 | Automated safety check: Pass | MIT | |
| Context Budgetaffaan-m/ECC | 276k | — | ~981 | Automated safety check: Pass | MIT | |
| Context Window Managementdavila7/claude-code-templates | 32k | 4 repos | ~358 | Automated safety check: Pass | MIT |
affaan-m/ECC
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules.
sickn33/agentic-awesome-skills
A skill your agent uses for file-based context management, dynamic context discovery, and reducing context window bloat.
affaan-m/ECC
审核Claude Code上下文窗口在代理、技能、MCP服务器和规则中的消耗情况。识别膨胀、冗余组件,并提供优先的令牌节省建议。
affaan-m/ECC
エージェント、スキル、MCPサーバー、ルールにわたってClaude Codeのコンテキストウィンドウ消費を監査します。肥大化、冗長なコンポーネントを特定し、優先順位付けされたトークン節約の推奨事項を生成します。
davila7/claude-code-templates
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long…
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.
LeoYeAI/openclaw-master-skills
Manages pipelines on a DevOps quality and efficiency platform through its OpenAPI: list workspaces and templates, create, update, run and cancel pipelines, and read run records.
LeoYeAI/openclaw-master-skills
Patches OpenClaw's Feishu extension so an edited document triggers an isolated agent session that reads the doc and replies inline, turning it into a live chat space.
LeoYeAI/openclaw-master-skills
Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation.
LeoYeAI/openclaw-master-skills
Runs a brand's AI-search visibility work end to end: diagnosing how AI platforms represent it, repositioning it, producing AI-optimized content and monitoring ongoing mentions.
LeoYeAI/openclaw-master-skills
Installs and authenticates the gws CLI, then automates Gmail, Drive, Sheets, Calendar, Docs, Chat and Tasks with ready-made recipes, persona bundles and security audits.
LeoYeAI/openclaw-master-skills
Runs four advisor roles, a fitness coach, nutritionist, data analyst and TCM practitioner, to build a health profile and track workouts, diet and wellness over time.
You MUST use this for gathering contexts before any work. An agent skill from LeoYeAI/openclaw-master-skills. Byterover is an agent skill from LeoYeAI/openclaw-master-skills. You MUST use this for gathering contexts before any work.
Run `npx skills add LeoYeAI/openclaw-master-skills --skill byterover -a claude-code`. Or copy the skill folder (skills/byterover in LeoYeAI/openclaw-master-skills) into .claude/skills/byterover in your project. Claude Code loads it when a task matches its description.
Run `npx skills add LeoYeAI/openclaw-master-skills --skill byterover -a codex`. Or copy the skill folder (skills/byterover in LeoYeAI/openclaw-master-skills) into .agents/skills/byterover 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 LeoYeAI/openclaw-master-skills --skill byterover -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/byterover, .gemini/skills/byterover, .github/skills/byterover and .opencode/skills/byterover in your project.
Going by SKILL.md and its folder, Byterover needs the command-line tools its instructions call (npm). Our summary lists: Node.js.
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. 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.
Byterover is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
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.
Skills that share tags, products or a category with Byterover: Context Budget (affaan-m/ECC, 276k stars), Filesystem Context (sickn33/agentic-awesome-skills, 47k stars), Context Budget (affaan-m/ECC, 276k stars) and Context Budget (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,160 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.
Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.