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...

31 Commits

Author SHA1 Message Date
Den Delimarsky
7050a3151c Merge pull request #918 from wfongcn/patch-1
Change loop condition to include last argument
2025-10-18 20:03:39 -07:00
Den Delimarsky
9e84f46e56 Merge pull request #929 from isdaniel/fix/ide-agent-cli-checks
fix: Skip CLI checks for IDE-based agents in check command
2025-10-18 20:03:14 -07:00
Den Delimarsky
5e32de1f3f Merge pull request #904 from zidoshare/main
Fix: incorrect command formatting in agent context file, refix #895
2025-10-18 18:32:51 -07:00
Den Delimarsky
5558b24475 Merge pull request #934 from JackieQi/main
fix: broken media files
2025-10-18 18:30:19 -07:00
Jackie Qi
f892b9e1cb fix: broken media files 2025-10-17 13:04:27 -07:00
Den Delimarsky
a66af9b7f5 Merge pull request #914 from isdaniel/smart-merge-settings.json
Smart JSON Merging for VS Code Settings `.vscode/settings.json`
2025-10-17 10:42:29 -07:00
Den Delimarsky
a5fdd53a3e Merge pull request #930 from lutzroeder/main
Update README.md
2025-10-17 10:39:29 -07:00
Lutz Roeder
ed0fa8fffe Update README.md 2025-10-17 10:25:36 -07:00
danielshih
098380a46f fix: Skip CLI checks for IDE-based agents in check command
- Add requires_cli field handling to check() command
- IDE-based agents (copilot, cursor-agent, windsurf, kilocode, roo) now properly skip CLI checks
- Prevents false errors when checking for IDE-integrated agents that don't require CLI tools
2025-10-17 23:53:47 +08:00
Peter Wang
74f7e508a4 Change loop condition to include last argument
The last argument is not processed. 
e.g. create-new-feature.sh -h doesn't show the help information.
2025-10-17 09:03:47 +08:00
danielshih
8130d98bcc The function parameters lack type hints. Consider adding type annotations for better code clarity and IDE support. 2025-10-17 00:24:28 +08:00
danielshih
315269d9a8 - **Smart JSON Merging for VS Code Settings**: .vscode/settings.json is now intelligently merged instead of being overwritten during specify init --here or specify init .
- Existing settings are preserved
  - New Spec Kit settings are added
  - Nested objects are merged recursively
  - Prevents accidental loss of custom VS Code workspace configurations
2025-10-17 00:16:04 +08:00
hongxuww
03c7021270 Fix: incorrect command formatting in agent context file, refix #895 2025-10-16 02:11:48 +00:00
Den Delimarsky
3b000fce4d Merge pull request #881 from github/localden/fixes
Updates to templates and scripts
2025-10-15 10:56:49 -07:00
Den Delimarsky
c59595d065 Merge pull request #897 from isdaniel/add-more-lang
Support more lang of Common Patterns by Technology
2025-10-15 10:56:08 -07:00
Den Delimarsky
1c16a68df2 Merge pull request #766 from thenets/use-the-number-prefix-to-find-the-right-spec
Use the number prefix to find the right spec
2025-10-15 10:55:33 -07:00
Den Delimarsky
39bf3e4d9a Merge pull request #894 from tennc/main
update codebuddy to codebuddy cli
2025-10-15 10:52:25 -07:00
Den Delimarsky
045696641a Merge pull request #895 from zidoshare/main
Fix: incorrect command formatting in agent context file
2025-10-15 10:51:34 -07:00
danielshih
41690cd1d4 format content as copilot suggest 2025-10-15 23:55:00 +08:00
danielshih
e45c469709 Ruby, PHP, Rust, Kotlin, C, C++ 2025-10-15 23:15:39 +08:00
hongxuww
8c9e586662 Fix: Fix incorrect command formatting in agent context file
The issue is that `sed` treats `&&` as a placeholder instead of a regular character. So in the CLAUDE.md file's "Commands" section, it incorrectly shows:

`npm test [ONLY COMMANDS FOR ACTIVE TECHNOLOGIES][ONLY COMMANDS FOR ACTIVE TECHNOLOGIES] npm run lint`

instead of the correct:

`npm test && npm run lint`
2025-10-15 14:04:22 +00:00
root
ce844c6259 Update CodeBuddy agent name to 'CodeBuddy CLI' 2025-10-15 21:52:59 +08:00
root
84b46cd1b9 Rename CodeBuddy to CodeBuddy CLI in update script 2025-10-15 21:50:11 +08:00
root
0cca67fcd2 Update AI coding agent references in installation guide 2025-10-15 21:47:36 +08:00
root
66fc4c292d Rename CodeBuddy to CodeBuddy CLI in AGENTS.md 2025-10-15 21:42:08 +08:00
root
2baae57b26 Update README.md 2025-10-15 21:38:16 +08:00
root
514b0548fe Update CodeBuddy link in README.md 2025-10-15 21:36:01 +08:00
root
be7db635cc update codebuddyCli 2025-10-15 21:34:40 +08:00
Den Delimarsky
7b55522213 Merge pull request #886 from jarrensj/docs/fix-heading-capitalization-consistency
docs: fix heading capitalization for consistency
2025-10-14 23:39:23 -07:00
Jarren San Jose
7ca792509b docs: fix heading capitalization for consistency 2025-10-14 18:48:47 -07:00
Luiz Costa
47e5f7c2e2 Use the number prefix to find the right spec 2025-10-07 06:45:25 -03:00
14 changed files with 172 additions and 43 deletions

View File

@@ -42,7 +42,7 @@ Specify supports multiple AI agents by generating agent-specific command files a
| **Kilo Code** | `.kilocode/rules/` | Markdown | N/A (IDE-based) | Kilo Code IDE |
| **Auggie CLI** | `.augment/rules/` | Markdown | `auggie` | Auggie CLI |
| **Roo Code** | `.roo/rules/` | Markdown | N/A (IDE-based) | Roo Code IDE |
| **CodeBuddy** | `.codebuddy/commands/` | Markdown | `codebuddy` | CodeBuddy |
| **CodeBuddy CLI** | `.codebuddy/commands/` | Markdown | `codebuddy` | CodeBuddy CLI |
| **Amazon Q Developer CLI** | `.amazonq/prompts/` | Markdown | `q` | Amazon Q Developer CLI |
### Step-by-Step Integration Guide
@@ -249,7 +249,7 @@ Require a command-line tool to be installed:
- **Cursor**: `cursor-agent` CLI
- **Qwen Code**: `qwen` CLI
- **opencode**: `opencode` CLI
- **CodeBuddy**: `codebuddy` CLI
- **CodeBuddy CLI**: `codebuddy` CLI
### IDE-Based Agents
Work within integrated development environments:

View File

@@ -20,16 +20,16 @@
## Table of Contents
- [🤔 What is Spec-Driven Development?](#-what-is-spec-driven-development)
- [⚡ Get started](#-get-started)
- [⚡ Get Started](#-get-started)
- [📽️ Video Overview](#-video-overview)
- [🤖 Supported AI Agents](#-supported-ai-agents)
- [🔧 Specify CLI Reference](#-specify-cli-reference)
- [📚 Core philosophy](#-core-philosophy)
- [🌟 Development phases](#-development-phases)
- [🎯 Experimental goals](#-experimental-goals)
- [📚 Core Philosophy](#-core-philosophy)
- [🌟 Development Phases](#-development-phases)
- [🎯 Experimental Goals](#-experimental-goals)
- [🔧 Prerequisites](#-prerequisites)
- [📖 Learn more](#-learn-more)
- [📋 Detailed process](#-detailed-process)
- [📖 Learn More](#-learn-more)
- [📋 Detailed Process](#-detailed-process)
- [🔍 Troubleshooting](#-troubleshooting)
- [👥 Maintainers](#-maintainers)
- [💬 Support](#-support)
@@ -40,7 +40,7 @@
Spec-Driven Development **flips the script** on traditional software development. For decades, code has been king — specifications were just scaffolding we built and discarded once the "real work" of coding began. Spec-Driven Development changes this: **specifications become executable**, directly generating working implementations rather than just guiding them.
## ⚡ Get started
## ⚡ Get Started
### 1. Install Specify CLI
@@ -84,6 +84,8 @@ uvx --from git+https://github.com/github/spec-kit.git specify init <PROJECT_NAME
### 2. Establish project principles
Launch your AI assistant in the project directory. The `/speckit.*` commands are available in the assistant.
Use the **`/speckit.constitution`** command to create your project's governing principles and development guidelines that will guide all subsequent development.
```bash
@@ -143,7 +145,7 @@ Want to see Spec Kit in action? Watch our [video overview](https://www.youtube.c
| [Windsurf](https://windsurf.com/) | ✅ | |
| [Kilo Code](https://github.com/Kilo-Org/kilocode) | ✅ | |
| [Auggie CLI](https://docs.augmentcode.com/cli/overview) | ✅ | |
| [CodeBuddy](https://www.codebuddy.ai/) | ✅ | |
| [CodeBuddy CLI](https://www.codebuddy.ai/cli) | ✅ | |
| [Roo Code](https://roocode.com/) | ✅ | |
| [Codex CLI](https://github.com/openai/codex) | ✅ | |
| [Amazon Q Developer CLI](https://aws.amazon.com/developer/learning/q-developer-cli/) | ⚠️ | Amazon Q Developer CLI [does not support](https://github.com/aws/amazon-q-developer-cli/issues/3064) custom arguments for slash commands. |
@@ -247,7 +249,7 @@ Additional commands for enhanced quality and validation:
|------------------|------------------------------------------------------------------------------------------------|
| `SPECIFY_FEATURE` | Override feature detection for non-Git repositories. Set to the feature directory name (e.g., `001-photo-albums`) to work on a specific feature when not using Git branches.<br/>**Must be set in the context of the agent you're working with prior to using `/speckit.plan` or follow-up commands. |
## 📚 Core philosophy
## 📚 Core Philosophy
Spec-Driven Development is a structured process that emphasizes:
@@ -256,7 +258,7 @@ Spec-Driven Development is a structured process that emphasizes:
- **Multi-step refinement** rather than one-shot code generation from prompts
- **Heavy reliance** on advanced AI model capabilities for specification interpretation
## 🌟 Development phases
## 🌟 Development Phases
| Phase | Focus | Key Activities |
|-------|-------|----------------|
@@ -264,7 +266,7 @@ Spec-Driven Development is a structured process that emphasizes:
| **Creative Exploration** | Parallel implementations | <ul><li>Explore diverse solutions</li><li>Support multiple technology stacks & architectures</li><li>Experiment with UX patterns</li></ul> |
| **Iterative Enhancement** ("Brownfield") | Brownfield modernization | <ul><li>Add features iteratively</li><li>Modernize legacy systems</li><li>Adapt processes</li></ul> |
## 🎯 Experimental goals
## 🎯 Experimental Goals
Our research and experimentation focus on:
@@ -300,14 +302,14 @@ Our research and experimentation focus on:
If you encounter issues with an agent, please open an issue so we can refine the integration.
## 📖 Learn more
## 📖 Learn More
- **[Complete Spec-Driven Development Methodology](./spec-driven.md)** - Deep dive into the full process
- **[Detailed Walkthrough](#-detailed-process)** - Step-by-step implementation guide
---
## 📋 Detailed process
## 📋 Detailed Process
<details>
<summary>Click to expand the detailed step-by-step walkthrough</summary>

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@@ -3,7 +3,7 @@
## Prerequisites
- **Linux/macOS** (or Windows; PowerShell scripts now supported without WSL)
- AI coding agent: [Claude Code](https://www.anthropic.com/claude-code), [GitHub Copilot](https://code.visualstudio.com/), or [Gemini CLI](https://github.com/google-gemini/gemini-cli)
- AI coding agent: [Claude Code](https://www.anthropic.com/claude-code), [GitHub Copilot](https://code.visualstudio.com/), [Codebuddy CLI](https://www.codebuddy.ai/cli) or [Gemini CLI](https://github.com/google-gemini/gemini-cli)
- [uv](https://docs.astral.sh/uv/) for package management
- [Python 3.11+](https://www.python.org/downloads/)
- [Git](https://git-scm.com/downloads)
@@ -34,6 +34,7 @@ You can proactively specify your AI agent during initialization:
uvx --from git+https://github.com/github/spec-kit.git specify init <project_name> --ai claude
uvx --from git+https://github.com/github/spec-kit.git specify init <project_name> --ai gemini
uvx --from git+https://github.com/github/spec-kit.git specify init <project_name> --ai copilot
uvx --from git+https://github.com/github/spec-kit.git specify init <project_name> --ai codebuddy
```
### Specify Script Type (Shell vs PowerShell)

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@@ -19,21 +19,21 @@ get_current_branch() {
echo "$SPECIFY_FEATURE"
return
fi
# Then check git if available
if git rev-parse --abbrev-ref HEAD >/dev/null 2>&1; then
git rev-parse --abbrev-ref HEAD
return
fi
# For non-git repos, try to find the latest feature directory
local repo_root=$(get_repo_root)
local specs_dir="$repo_root/specs"
if [[ -d "$specs_dir" ]]; then
local latest_feature=""
local highest=0
for dir in "$specs_dir"/*; do
if [[ -d "$dir" ]]; then
local dirname=$(basename "$dir")
@@ -47,13 +47,13 @@ get_current_branch() {
fi
fi
done
if [[ -n "$latest_feature" ]]; then
echo "$latest_feature"
return
fi
fi
echo "main" # Final fallback
}
@@ -65,35 +65,77 @@ has_git() {
check_feature_branch() {
local branch="$1"
local has_git_repo="$2"
# For non-git repos, we can't enforce branch naming but still provide output
if [[ "$has_git_repo" != "true" ]]; then
echo "[specify] Warning: Git repository not detected; skipped branch validation" >&2
return 0
fi
if [[ ! "$branch" =~ ^[0-9]{3}- ]]; then
echo "ERROR: Not on a feature branch. Current branch: $branch" >&2
echo "Feature branches should be named like: 001-feature-name" >&2
return 1
fi
return 0
}
get_feature_dir() { echo "$1/specs/$2"; }
# Find feature directory by numeric prefix instead of exact branch match
# This allows multiple branches to work on the same spec (e.g., 004-fix-bug, 004-add-feature)
find_feature_dir_by_prefix() {
local repo_root="$1"
local branch_name="$2"
local specs_dir="$repo_root/specs"
# Extract numeric prefix from branch (e.g., "004" from "004-whatever")
if [[ ! "$branch_name" =~ ^([0-9]{3})- ]]; then
# If branch doesn't have numeric prefix, fall back to exact match
echo "$specs_dir/$branch_name"
return
fi
local prefix="${BASH_REMATCH[1]}"
# Search for directories in specs/ that start with this prefix
local matches=()
if [[ -d "$specs_dir" ]]; then
for dir in "$specs_dir"/"$prefix"-*; do
if [[ -d "$dir" ]]; then
matches+=("$(basename "$dir")")
fi
done
fi
# Handle results
if [[ ${#matches[@]} -eq 0 ]]; then
# No match found - return the branch name path (will fail later with clear error)
echo "$specs_dir/$branch_name"
elif [[ ${#matches[@]} -eq 1 ]]; then
# Exactly one match - perfect!
echo "$specs_dir/${matches[0]}"
else
# Multiple matches - this shouldn't happen with proper naming convention
echo "ERROR: Multiple spec directories found with prefix '$prefix': ${matches[*]}" >&2
echo "Please ensure only one spec directory exists per numeric prefix." >&2
echo "$specs_dir/$branch_name" # Return something to avoid breaking the script
fi
}
get_feature_paths() {
local repo_root=$(get_repo_root)
local current_branch=$(get_current_branch)
local has_git_repo="false"
if has_git; then
has_git_repo="true"
fi
local feature_dir=$(get_feature_dir "$repo_root" "$current_branch")
# Use prefix-based lookup to support multiple branches per spec
local feature_dir=$(find_feature_dir_by_prefix "$repo_root" "$current_branch")
cat <<EOF
REPO_ROOT='$repo_root'
CURRENT_BRANCH='$current_branch'

View File

@@ -6,7 +6,7 @@ JSON_MODE=false
SHORT_NAME=""
ARGS=()
i=0
while [ $i -lt $# ]; do
while [ $i -le $# ]; do
arg="${!i}"
case "$arg" in
--json)
@@ -197,4 +197,4 @@ else
echo "SPEC_FILE: $SPEC_FILE"
echo "FEATURE_NUM: $FEATURE_NUM"
echo "SPECIFY_FEATURE environment variable set to: $BRANCH_NAME"
fi
fi

View File

@@ -250,7 +250,7 @@ get_commands_for_language() {
echo "cargo test && cargo clippy"
;;
*"JavaScript"*|*"TypeScript"*)
echo "npm test && npm run lint"
echo "npm test \\&\\& npm run lint"
;;
*)
echo "# Add commands for $lang"
@@ -583,7 +583,7 @@ update_specific_agent() {
update_agent_file "$ROO_FILE" "Roo Code"
;;
codebuddy)
update_agent_file "$CODEBUDDY_FILE" "CodeBuddy"
update_agent_file "$CODEBUDDY_FILE" "CodeBuddy CLI"
;;
q)
update_agent_file "$Q_FILE" "Amazon Q Developer CLI"
@@ -651,7 +651,7 @@ update_all_existing_agents() {
fi
if [[ -f "$CODEBUDDY_FILE" ]]; then
update_agent_file "$CODEBUDDY_FILE" "CodeBuddy"
update_agent_file "$CODEBUDDY_FILE" "CodeBuddy CLI"
found_agent=true
fi

View File

@@ -378,7 +378,7 @@ function Update-SpecificAgent {
'kilocode' { Update-AgentFile -TargetFile $KILOCODE_FILE -AgentName 'Kilo Code' }
'auggie' { Update-AgentFile -TargetFile $AUGGIE_FILE -AgentName 'Auggie CLI' }
'roo' { Update-AgentFile -TargetFile $ROO_FILE -AgentName 'Roo Code' }
'codebuddy' { Update-AgentFile -TargetFile $CODEBUDDY_FILE -AgentName 'CodeBuddy' }
'codebuddy' { Update-AgentFile -TargetFile $CODEBUDDY_FILE -AgentName 'CodeBuddy CLI' }
'q' { Update-AgentFile -TargetFile $Q_FILE -AgentName 'Amazon Q Developer CLI' }
default { Write-Err "Unknown agent type '$Type'"; Write-Err 'Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|q'; return $false }
}
@@ -397,7 +397,7 @@ function Update-AllExistingAgents {
if (Test-Path $KILOCODE_FILE) { if (-not (Update-AgentFile -TargetFile $KILOCODE_FILE -AgentName 'Kilo Code')) { $ok = $false }; $found = $true }
if (Test-Path $AUGGIE_FILE) { if (-not (Update-AgentFile -TargetFile $AUGGIE_FILE -AgentName 'Auggie CLI')) { $ok = $false }; $found = $true }
if (Test-Path $ROO_FILE) { if (-not (Update-AgentFile -TargetFile $ROO_FILE -AgentName 'Roo Code')) { $ok = $false }; $found = $true }
if (Test-Path $CODEBUDDY_FILE) { if (-not (Update-AgentFile -TargetFile $CODEBUDDY_FILE -AgentName 'CodeBuddy')) { $ok = $false }; $found = $true }
if (Test-Path $CODEBUDDY_FILE) { if (-not (Update-AgentFile -TargetFile $CODEBUDDY_FILE -AgentName 'CodeBuddy CLI')) { $ok = $false }; $found = $true }
if (Test-Path $Q_FILE) { if (-not (Update-AgentFile -TargetFile $Q_FILE -AgentName 'Amazon Q Developer CLI')) { $ok = $false }; $found = $true }
if (-not $found) {
Write-Info 'No existing agent files found, creating default Claude file...'

View File

@@ -129,7 +129,7 @@ AGENT_CONFIG = {
"codebuddy": {
"name": "CodeBuddy",
"folder": ".codebuddy/",
"install_url": "https://www.codebuddy.ai",
"install_url": "https://www.codebuddy.ai/cli",
"requires_cli": True,
},
"roo": {
@@ -485,6 +485,73 @@ def init_git_repo(project_path: Path, quiet: bool = False) -> Tuple[bool, Option
finally:
os.chdir(original_cwd)
def handle_vscode_settings(sub_item, dest_file, rel_path, verbose=False, tracker=None) -> None:
"""Handle merging or copying of .vscode/settings.json files."""
def log(message, color="green"):
if verbose and not tracker:
console.print(f"[{color}]{message}[/] {rel_path}")
try:
with open(sub_item, 'r', encoding='utf-8') as f:
new_settings = json.load(f)
if dest_file.exists():
merged = merge_json_files(dest_file, new_settings, verbose=verbose and not tracker)
with open(dest_file, 'w', encoding='utf-8') as f:
json.dump(merged, f, indent=4)
f.write('\n')
log("Merged:", "green")
else:
shutil.copy2(sub_item, dest_file)
log("Copied (no existing settings.json):", "blue")
except Exception as e:
log(f"Warning: Could not merge, copying instead: {e}", "yellow")
shutil.copy2(sub_item, dest_file)
def merge_json_files(existing_path: Path, new_content: dict, verbose: bool = False) -> dict:
"""Merge new JSON content into existing JSON file.
Performs a deep merge where:
- New keys are added
- Existing keys are preserved unless overwritten by new content
- Nested dictionaries are merged recursively
- Lists and other values are replaced (not merged)
Args:
existing_path: Path to existing JSON file
new_content: New JSON content to merge in
verbose: Whether to print merge details
Returns:
Merged JSON content as dict
"""
try:
with open(existing_path, 'r', encoding='utf-8') as f:
existing_content = json.load(f)
except (FileNotFoundError, json.JSONDecodeError):
# If file doesn't exist or is invalid, just use new content
return new_content
def deep_merge(base: dict, update: dict) -> dict:
"""Recursively merge update dict into base dict."""
result = base.copy()
for key, value in update.items():
if key in result and isinstance(result[key], dict) and isinstance(value, dict):
# Recursively merge nested dictionaries
result[key] = deep_merge(result[key], value)
else:
# Add new key or replace existing value
result[key] = value
return result
merged = deep_merge(existing_content, new_content)
if verbose:
console.print(f"[cyan]Merged JSON file:[/cyan] {existing_path.name}")
return merged
def download_template_from_github(ai_assistant: str, download_dir: Path, *, script_type: str = "sh", verbose: bool = True, show_progress: bool = True, client: httpx.Client = None, debug: bool = False, github_token: str = None) -> Tuple[Path, dict]:
repo_owner = "github"
repo_name = "spec-kit"
@@ -676,7 +743,11 @@ def download_and_extract_template(project_path: Path, ai_assistant: str, script_
rel_path = sub_item.relative_to(item)
dest_file = dest_path / rel_path
dest_file.parent.mkdir(parents=True, exist_ok=True)
shutil.copy2(sub_item, dest_file)
# Special handling for .vscode/settings.json - merge instead of overwrite
if dest_file.name == "settings.json" and dest_file.parent.name == ".vscode":
handle_vscode_settings(sub_item, dest_file, rel_path, verbose, tracker)
else:
shutil.copy2(sub_item, dest_file)
else:
shutil.copytree(item, dest_path)
else:
@@ -1093,18 +1164,25 @@ def check():
tracker.add("git", "Git version control")
git_ok = check_tool("git", tracker=tracker)
agent_results = {}
for agent_key, agent_config in AGENT_CONFIG.items():
agent_name = agent_config["name"]
requires_cli = agent_config["requires_cli"]
tracker.add(agent_key, agent_name)
agent_results[agent_key] = check_tool(agent_key, tracker=tracker)
if requires_cli:
agent_results[agent_key] = check_tool(agent_key, tracker=tracker)
else:
# IDE-based agent - skip CLI check and mark as optional
tracker.skip(agent_key, "IDE-based, no CLI check")
agent_results[agent_key] = False # Don't count IDE agents as "found"
# Check VS Code variants (not in agent config)
tracker.add("code", "Visual Studio Code")
code_ok = check_tool("code", tracker=tracker)
tracker.add("code-insiders", "Visual Studio Code Insiders")
code_insiders_ok = check_tool("code-insiders", tracker=tracker)

View File

@@ -79,6 +79,12 @@ You **MUST** consider the user input before proceeding (if not empty).
- **Java**: `target/`, `*.class`, `*.jar`, `.gradle/`, `build/`
- **C#/.NET**: `bin/`, `obj/`, `*.user`, `*.suo`, `packages/`
- **Go**: `*.exe`, `*.test`, `vendor/`, `*.out`
- **Ruby**: `.bundle/`, `log/`, `tmp/`, `*.gem`, `vendor/bundle/`
- **PHP**: `vendor/`, `*.log`, `*.cache`, `*.env`
- **Rust**: `target/`, `debug/`, `release/`, `*.rs.bk`, `*.rlib`, `*.prof*`, `.idea/`, `*.log`, `.env*`
- **Kotlin**: `build/`, `out/`, `.gradle/`, `.idea/`, `*.class`, `*.jar`, `*.iml`, `*.log`, `.env*`
- **C++**: `build/`, `bin/`, `obj/`, `out/`, `*.o`, `*.so`, `*.a`, `*.exe`, `*.dll`, `.idea/`, `*.log`, `.env*`
- **C**: `build/`, `bin/`, `obj/`, `out/`, `*.o`, `*.a`, `*.so`, `*.exe`, `Makefile`, `config.log`, `.idea/`, `*.log`, `.env*`
- **Universal**: `.DS_Store`, `Thumbs.db`, `*.tmp`, `*.swp`, `.vscode/`, `.idea/`
**Tool-Specific Patterns**: