Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Create a benchmark to measure CODEBASE.md effectiveness. An agent skill from AvivK5498/beads-web.
Install Agentifind Benchmark
$ npx skills add AvivK5498/beads-web --skill agentifind-benchmark -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AvivK5498/beads-web agentifind-benchmark --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/AvivK5498/beads-web.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/agentifind/skills/agentifind_benchmark .claude/skills/agentifind-benchmark && 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 "agentifind-benchmark" agent skill from https://github.com/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmark into .claude/skills/agentifind-benchmark/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentifind-benchmark", 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/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmarkType 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 AvivK5498/beads-web --skill agentifind-benchmark -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AvivK5498/beads-web agentifind-benchmark --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AvivK5498/beads-web.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/agentifind/skills/agentifind_benchmark .agents/skills/agentifind-benchmark && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentifind-benchmark" agent skill from https://github.com/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmark into .agents/skills/agentifind-benchmark/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentifind-benchmark", 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 AvivK5498/beads-web --skill agentifind-benchmark -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AvivK5498/beads-web agentifind-benchmark --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AvivK5498/beads-web.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/agentifind/skills/agentifind_benchmark .cursor/skills/agentifind-benchmark && 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 "agentifind-benchmark" agent skill from https://github.com/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmark into .cursor/skills/agentifind-benchmark/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentifind-benchmark", 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/AvivK5498/beads-web.git --path .claude/skills/agentifind/skills/agentifind_benchmark--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 AvivK5498/beads-web --skill agentifind-benchmark -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AvivK5498/beads-web agentifind-benchmark --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AvivK5498/beads-web.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/agentifind/skills/agentifind_benchmark .gemini/skills/agentifind-benchmark && 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 "agentifind-benchmark" agent skill from https://github.com/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmark into .gemini/skills/agentifind-benchmark/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentifind-benchmark", 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 AvivK5498/beads-web agentifind-benchmarkInstalls 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 AvivK5498/beads-web --skill agentifind-benchmark -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AvivK5498/beads-web.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/agentifind/skills/agentifind_benchmark .github/skills/agentifind-benchmark && 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 "agentifind-benchmark" agent skill from https://github.com/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmark into .github/skills/agentifind-benchmark/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentifind-benchmark", 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 AvivK5498/beads-web --skill agentifind-benchmark -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AvivK5498/beads-web agentifind-benchmark --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AvivK5498/beads-web.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/agentifind/skills/agentifind_benchmark .opencode/skills/agentifind-benchmark && 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 "agentifind-benchmark" agent skill from https://github.com/AvivK5498/beads-web/tree/main/.claude/skills/agentifind/skills/agentifind_benchmark into .opencode/skills/agentifind-benchmark/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentifind-benchmark", 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
agentifind-benchmark- GitHub stars
- 103
- Token cost
- ~6.5k tokens
- SKILL.md length
- 856 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- None found
At a glance
Create a benchmark to measure CODEBASE.md effectiveness. An agent skill from AvivK5498/beads-web.
- Works in 7 steps: Verify Prerequisites → Detect Repo Type and Tech Stack → Create Hooks Directory → …
- Tasks that involve Subagents
- SKILL.md covers Prerequisites, Procedure, Notes and Technical Limitations
- Calls jq
What it does
Agentifind Benchmark is an agent skill from AvivK5498/beads-web. Create a benchmark to measure CODEBASE.md effectiveness. Sets up hooks to run two parallel agents (one with guide, one without) and compare their efficiency. Requires /agentifind to be run first.
Its SKILL.md is about 6.5k 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 Subagents. The repository describes itself as: A visual Kanban UI for Beads CLI — built with Next.js + Rust. Real-time sync, epic tracking, Git Ops and multi-project dashboard.
When your agent uses it
- Tasks that involve Subagents
Example prompts
- “/agentifind-benchmark”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Verify Prerequisites
- Detect Repo Type and Tech Stack
- Create Hooks Directory
- Create Hook Scripts
- Create settings.json
- Create Benchmark Tasks
- Report Completion
What it can do on your machine
Read from SKILL.md and the folder at commit d76ada4. 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
Shell commands in SKILL.md call:
jq
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
Agentifind Benchmark loads about 6.5k tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 856 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 856 words (~6,521 tokens).
“This skill creates a benchmark infrastructure to measure how effectively CODEBASE.md helps AI agents navigate your codebase.”
- name
- agentifind-benchmark
Files
Just SKILL.md in .claude/skills/agentifind/skills/agentifind_benchmark of AvivK5498/beads-web.
Open the folder on GitHubat commit d76ada4
Compare with similar skills
Agentifind Benchmark 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 |
|---|---|---|---|---|---|---|
| Agentifind Benchmark this skillAvivK5498/beads-web | 103 | — | ~6.5k | Automated safety check: Pass | None | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 37 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 40 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~12k | Automated safety check: Pass | CC-BY-4.0 |
Similar skills
- Official
Subagent Driven Development
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
Dispatching Parallel Agents
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Paseo Advisor Second Opinion
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
Task Observer
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
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Related
Categories
Questions about Agentifind Benchmark
What does Agentifind Benchmark do?
Create a benchmark to measure CODEBASE.md effectiveness. An agent skill from AvivK5498/beads-web. Agentifind Benchmark is an agent skill from AvivK5498/beads-web.md effectiveness.
When should I use Agentifind Benchmark?
Agentifind Benchmark fits situations like: tasks that involve Subagents.
How do I install Agentifind Benchmark in Claude Code?
Run `npx skills add AvivK5498/beads-web --skill agentifind-benchmark -a claude-code`. Or copy the skill folder (.claude/skills/agentifind/skills/agentifind_benchmark in AvivK5498/beads-web) into .claude/skills/agentifind-benchmark in your project. Claude Code loads it when a task matches its description.
How do I install Agentifind Benchmark in Codex?
Run `npx skills add AvivK5498/beads-web --skill agentifind-benchmark -a codex`. Or copy the skill folder (.claude/skills/agentifind/skills/agentifind_benchmark in AvivK5498/beads-web) into .agents/skills/agentifind-benchmark in your project. Codex loads it when a task matches its description.
Can I use Agentifind Benchmark 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 AvivK5498/beads-web --skill agentifind-benchmark -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentifind-benchmark, .gemini/skills/agentifind-benchmark, .github/skills/agentifind-benchmark and .opencode/skills/agentifind-benchmark in your project.
What does Agentifind Benchmark need to run?
Going by SKILL.md and its folder, Agentifind Benchmark needs the command-line tools its instructions call (jq).
Does Agentifind Benchmark 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 Agentifind Benchmark 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 Agentifind Benchmark use?
No licence was found for Agentifind Benchmark or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agentifind Benchmark use?
About 6.5k tokens (SKILL.md is roughly 26k 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 Agentifind Benchmark?
Skills that share tags, products or a category with Agentifind Benchmark: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agentifind Benchmark?
AvivK5498 (a GitHub user) maintains it in AvivK5498/beads-web, which has 103 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on May 19, 2026.
Source: AvivK5498/beads-web on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.