Agent Feature Reproduction
QwenLM/qwen-code
Reproduces a feature from Codex or Claude Code in Qwen Code by running the reference agent under capture, reading the traces, then implementing matching behavior.
A skill your agent uses when choosing interactively from search results, files, processes, or any command output with preview capabilities
Install Fuzzy Selecting
$ npx skills add SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SebastienDegodez/copilot-instructions fuzzy-selecting --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/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/minimal-context-tools/skills/fuzzy-selecting .claude/skills/fuzzy-selecting && 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 "fuzzy-selecting" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selecting into .claude/skills/fuzzy-selecting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fuzzy-selecting", 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/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selectingType 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 SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SebastienDegodez/copilot-instructions fuzzy-selecting --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/minimal-context-tools/skills/fuzzy-selecting .agents/skills/fuzzy-selecting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fuzzy-selecting" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selecting into .agents/skills/fuzzy-selecting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fuzzy-selecting", 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 SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SebastienDegodez/copilot-instructions fuzzy-selecting --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/minimal-context-tools/skills/fuzzy-selecting .cursor/skills/fuzzy-selecting && 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 "fuzzy-selecting" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selecting into .cursor/skills/fuzzy-selecting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fuzzy-selecting", 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/SebastienDegodez/copilot-instructions.git --path plugins/minimal-context-tools/skills/fuzzy-selecting--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 SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SebastienDegodez/copilot-instructions fuzzy-selecting --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/minimal-context-tools/skills/fuzzy-selecting .gemini/skills/fuzzy-selecting && 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 "fuzzy-selecting" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selecting into .gemini/skills/fuzzy-selecting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fuzzy-selecting", 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 SebastienDegodez/copilot-instructions fuzzy-selectingInstalls 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 SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/minimal-context-tools/skills/fuzzy-selecting .github/skills/fuzzy-selecting && 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 "fuzzy-selecting" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selecting into .github/skills/fuzzy-selecting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fuzzy-selecting", 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 SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SebastienDegodez/copilot-instructions fuzzy-selecting --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SebastienDegodez/copilot-instructions.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/minimal-context-tools/skills/fuzzy-selecting .opencode/skills/fuzzy-selecting && 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 "fuzzy-selecting" agent skill from https://github.com/SebastienDegodez/copilot-instructions/tree/main/plugins/minimal-context-tools/skills/fuzzy-selecting into .opencode/skills/fuzzy-selecting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fuzzy-selecting", 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
fuzzy-selecting- GitHub stars
- 198
- Token cost
- ~914 tokens
- SKILL.md length
- 348 words
- Files
- 2
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when choosing interactively from search results, files, processes, or any command output with preview capabilities
- Choosing interactively from search results
- SKILL.md covers Default Strategy, Key Options, Detailed Reference and Skill Combinations
- Calls rg and jq
- Any command output with preview capabilities
What it does
Fuzzy Selecting is an agent skill from SebastienDegodez/copilot-instructions. Use when choosing interactively from search results, files, processes, or any command output with preview capabilities
Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `reference/fzf-guide.md`).
It sits in Development. It works with tmux. The repository describes itself as: A comprehensive codebase of best practices, coding rules, and workflow automation for AI-assisted development with GitHub Copilot. Includes DDD, Clean Architecture, testing… The licence is Apache-2.0.
When your agent uses it
- Choosing interactively from search results
- Any command output with preview capabilities
Example prompts
- “/fuzzy-selecting”
What it can do on your machine
Read from SKILL.md and the folder at commit 0f0dccf. 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:
rgjq
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
Fuzzy Selecting loads about 914 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 348 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 SebastienDegodez/copilot-instructions at commit 0f0dccf, republished under its Apache-2.0 licence (© SebastienDegodez). 348 words, ~914 tokens.
Download SKILL.mdSave it as
.claude/skills/fuzzy-selecting/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- fuzzy-selecting
- description
- Use when choosing interactively from search results, files, processes, or any command output with preview capabilities
fzf: Interactive Fuzzy Finder
Always invoke fuzzy-selecting skill for interactive fuzzy selection - do not execute bash commands directly.
Use fzf for interactive fuzzy selection and filtering of any command-line list.
Default Strategy
Invoke fuzzy-selecting skill for interactive fuzzy selection from any list with preview capabilities. Use when choosing from search results, files, processes, or any command output.
Common workflow: Discovery skill (finding-files, searching-text, querying-json, querying-yaml) → fuzzy-selecting skill → other skills (viewing-files, xargs) for interactive selection and action.
Key Options
Display Modes
--height N[%]set height (percent or exact lines)--tmux [POS][SIZE][,border]tmux popup mode--layout default|reverse|reverse-listlayout direction--border [rounded|sharp|thin]add border--style default|full|minimalUI preset
Search & Matching
-e/--exactexact matching instead of fuzzy--scheme default|path|historyinput type optimization--delimiter STRcustom field delimiter--nth N..search specific fields only
Preview Window
--preview "CMD {}"external command preview--preview-window POSITION[SIZE][,border]preview configuration--preview-label TEXTcustom preview label
Selection Options
-m/--multimulti-select mode (TAB to mark)--bind KEY:ACTIONcustom key bindings--prompt "TEXT"custom prompt string--header "TEXT"custom header text
Performance Options
--tacreverse input order (top-down)--with-nth N..display specific fields--ansiparse ANSI color codes
Detailed Reference
For comprehensive search patterns, key bindings, preview configurations, and integration examples, load fzf guide when needing:
- Custom key bindings and actions
- Advanced preview window configuration
- Multi-select workflows
- Tmux integration
- Shell setup functions
The guide includes:
- Basic usage and display modes
- Search syntax and matching patterns
- Multi-select operations and key bindings
- Preview window configuration
- Integration examples (git, processes, file systems)
- Performance optimization and troubleshooting
- Shell integration setup and custom functions
Skill Combinations
For Discovery Phase
- finding-files → fuzzy-selecting: Interactive file selection from search results
- searching-text → fuzzy-selecting: Interactive selection from search matches
- querying-json/querying-yaml → fuzzy-selecting: Interactive selection from extracted data
- git log/branch → fuzzy-selecting: Interactive git history browsing
For Analysis Phase
- any_command → fuzzy-selecting → viewing-files: Select items and preview with syntax highlighting
- finding-files → fuzzy-selecting --preview="bat {}": File browser with syntax preview
- searching-text → fuzzy-selecting --preview="bat {1} +{2}": Search results with file preview
For Refactoring Phase
- any_command → fuzzy-selecting -m: Batch process multiple selected items
- find | fzf -m | xargs: Classic multi-select pattern
- ps | fzf -m | xargs kill: Multi-process management
Integration Examples
# Interactive code search and edit
rg "pattern" | fzf --preview="bat --color=always --highlight-line {2} {1}" | awk '{print $1}' | xargs vim
# Interactive dependency management
jq -r '.dependencies | keys[]' package.json | fzf --multi | xargs npm uninstall© SebastienDegodez, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in plugins/minimal-context-tools/skills/fuzzy-selecting of SebastienDegodez/copilot-instructions.
- SKILL.md
- reference/fzf-guide.md
Open the folder on GitHubat commit 0f0dccf
Compare with similar skills
Fuzzy Selecting 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 |
|---|---|---|---|---|---|---|
| Fuzzy Selecting this skillSebastienDegodez/copilot-instructions | 198 | — | ~914 | Automated safety check: Pass | Apache-2.0 | |
| Agent Feature ReproductionQwenLM/qwen-code | 28k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Git History Bug Auditben-manes/caffeine | 18k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Tuicragavra/tuicr | 3.3k | — | ~3.2k | Automated safety check: Pass | MIT | |
| Using Tmux For Interactive Commandsobra/superpowers-lab | 430 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Qwen Code Memory Leak DebuggerQwenLM/qwen-code | 28k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
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ben-manes/caffeine
Audits a module by walking its git history commit by commit, tracking unresolved issues forward, and reporting the ones that survive to HEAD as findings.
Tuicr
agavra/tuicr
Use tuicr's review CLI to read and add comments in active TUI review sessions, and launch tuicr in cmux, tmux, Zellij, or Herdr when a user needs an interactive review pane.
Using Tmux For Interactive Commands
obra/superpowers-lab
A skill your agent uses when you need to run interactive CLI tools (vim, git rebase -i, Python REPL, etc.) that require real-time input/output - provides tmux-based approach for controlling…
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Walks through capturing and comparing V8 heap snapshots to find memory leaks in the Qwen Code Node.js CLI, using tmux and the chrome-devtools CLI.
Revdiff
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Review diffs, files, and documents with inline annotations in a TUI overlay, or answer questions about revdiff usage, configuration, themes, and keybindings.
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Related
Works with
Categories
Questions about Fuzzy Selecting
What does Fuzzy Selecting do?
A skill your agent uses when choosing interactively from search results, files, processes, or any command output with preview capabilities. Fuzzy Selecting is an agent skill from SebastienDegodez/copilot-instructions.
When should I use Fuzzy Selecting?
Fuzzy Selecting fits situations like: choosing interactively from search results; any command output with preview capabilities.
How do I install Fuzzy Selecting in Claude Code?
Run `npx skills add SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a claude-code`. Or copy the skill folder (plugins/minimal-context-tools/skills/fuzzy-selecting in SebastienDegodez/copilot-instructions) into .claude/skills/fuzzy-selecting in your project. Claude Code loads it when a task matches its description.
How do I install Fuzzy Selecting in Codex?
Run `npx skills add SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a codex`. Or copy the skill folder (plugins/minimal-context-tools/skills/fuzzy-selecting in SebastienDegodez/copilot-instructions) into .agents/skills/fuzzy-selecting in your project. Codex loads it when a task matches its description.
Can I use Fuzzy Selecting 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 SebastienDegodez/copilot-instructions --skill fuzzy-selecting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fuzzy-selecting, .gemini/skills/fuzzy-selecting, .github/skills/fuzzy-selecting and .opencode/skills/fuzzy-selecting in your project.
What does Fuzzy Selecting need to run?
Going by SKILL.md and its folder, Fuzzy Selecting needs the command-line tools its instructions call (rg and jq).
Does Fuzzy Selecting 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 Fuzzy Selecting 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 Fuzzy Selecting use?
Fuzzy Selecting is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Fuzzy Selecting use?
About 914 tokens (SKILL.md is roughly 3.7k 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 Fuzzy Selecting?
Skills that share tags, products or a category with Fuzzy Selecting: Agent Feature Reproduction (QwenLM/qwen-code, 28k stars), Git History Bug Audit (ben-manes/caffeine, 18k stars), Tuicr (agavra/tuicr, 3.3k stars) and Using Tmux For Interactive Commands (obra/superpowers-lab, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fuzzy Selecting?
SebastienDegodez (a GitHub user) maintains it in SebastienDegodez/copilot-instructions, which has 198 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 6, 2026.
Source: SebastienDegodez/copilot-instructions on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.