Skill v1.0.2
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version: "1.0.2" name: ace-tool description: | Semantic codebase search, code indexing, and prompt enhancement via standalone CLI. Use when: (1) Semantic code search with natural language queries, (2) Code indexing for remote codebase retrieval, (3) Prompt enhancement with codebase context, (4) Before grep/find/glob operations for better accuracy, (5) Complex requirements clarification, (6) Large codebase navigation. Triggers: "search context", "enhance prompt", "find code that", "index project", "clarify requirements". IMPORTANT: Always use ace-tool BEFORE grep/find/glob for semantic-level code location.
ACE-Tool - Semantic Code Search & Prompt Enhancement
High-performance semantic search, code indexing, and AI-powered prompt enhancement. Standalone CLI (no MCP dependency).
Execution Methods
# Prerequisites: pip install httpx tenacity# Environment: ACE_API_URL, ACE_API_TOKEN (optional for local fallback)# Index project for remote search (upload code blobs to ACE service)python scripts/ace_cli.py index -p /path/to/project# Search codebase with natural language (remote if API configured, else local fallback)python scripts/ace_cli.py search_context -p /path/to/project -q "function that handles authentication"# Enhance prompt (interactive mode - default, opens browser)python scripts/ace_cli.py enhance_prompt -p "implement login feature" -H "User: what auth method?\nAssistant: JWT"# Enhance prompt (non-interactive, JSON output)python scripts/ace_cli.py enhance_prompt --no-interactive -p "implement login feature"# Enhance prompt with project context (enables cloud retrieval for all endpoints)python scripts/ace_cli.py enhance_prompt -p "implement login feature" --project-root /path/to/project# Enhance prompt with specific endpointpython scripts/ace_cli.py --endpoint claude enhance_prompt -p "implement login feature"# Enhance prompt with codex endpointpython scripts/ace_cli.py --endpoint codex enhance_prompt -p "implement feature"# Check configurationpython scripts/ace_cli.py get_config
Tool Routing Policy
Prefer ACE-Tool Over Built-in Tools
| Task | Avoid | Use ACE-Tool CLI | |
|---|---|---|---|
| Find function by purpose | grep "def func" | search_context -q "function that..." | |
| Locate feature code | find . -name "*.py" | search_context -q "feature description" | |
| Clarify requirements | Manual analysis | enhance_prompt -p "requirement" | |
| Understand code flow | Multiple grep/read | search_context -q "flow description" | |
| Index codebase | N/A | index -p <project_root> |
When to Use Built-in Tools
- Exact string matching (known identifiers)
- File path patterns (known naming conventions)
- Simple text replacement
Command Reference
index
Index project files for remote codebase retrieval. Scans, hashes, chunks large files, and uploads to the ACE batch-upload API. Uses incremental indexing with gzip JSON cache at .ace-tool/index.json.gz. Respects both .gitignore and .aceignore patterns.
python scripts/ace_cli.py index -p <project_root>Options:-p, --project-root Project root path (required)
search_context
Search codebase using natural language descriptions. Routes to remote API (POST /agents/codebase-retrieval) when configured, with automatic local keyword fallback.
python scripts/ace_cli.py search_context -p <project_root> -q <query>Options:-p, --project-root Project root path (required)-q, --query Natural language query (required)
enhance_prompt
Enhance prompts with codebase context and conversation history. All endpoints inject cloud retrieval context when --project-root is provided. Third-party endpoints additionally support search context injection via PROMPT_ENHANCER_INCLUDE_SEARCH_CONTEXT.
python scripts/ace_cli.py [--endpoint TYPE] enhance_prompt -p <prompt> [options]Global Options:--endpoint Endpoint type: new, old, claude, openai, gemini, codex (default: new)--api-url Override API base URL--token Override API tokenCommand Options:-p, --prompt Original prompt (required)-H, --history Conversation history: "User: xxx\nAssistant: yyy"--history-file File containing conversation history--project-root Project root path (enables cloud retrieval context)--no-interactive Disable web UI, output JSON directly--no-browser Don't auto-open browser, just print URL--port Port for web server (default: 8765)
get_config
Show current configuration status including endpoint resolution, env readiness, authentication source, and search context injection state.
python scripts/ace_cli.py get_config
Output fields:
base_url- Currently configured API base URLendpoint- Active enhancer endpoint (new/old/claude/openai/gemini/codex)endpoint_effective- Resolved endpoint after env variable resolutionendpoint_env_ready- Whether required endpoint configuration is completetoken_configured- Whether authentication token is setthird_party_configured- Whether third-party endpoint config is completeauth_source- Authentication source:constructor|session.json|AUGMENT_SESSION_AUTH|ACE_API_TOKEN|nonesearch_context_injection- Whether search context injection is enabled
Interactive Enhancement
Default mode opens web UI with actions:
| Button | Action | |
|---|---|---|
| Regenerate | Discard current, generate new enhancement from original prompt | |
| Refine | Iteratively improve current version, preserving your edits | |
| Use Original | Return the original prompt without enhancement | |
| Send Enhanced | Confirm and use the current enhanced prompt | |
| Cancel | Abort the enhancement process |
Keyboard Shortcuts: Ctrl+Enter Send | Esc Cancel
Endpoint Architecture
Supported Endpoints
| Endpoint | API Path | Default Model | Auth Header | Status | |
|---|---|---|---|---|---|
new | /prompt-enhancer | claude-sonnet-4-5 | Bearer ACE_API_TOKEN | ⚠️ Currently unavailable | |
old | /chat-stream (SSE) | claude-sonnet-4-5 | Bearer ACE_API_TOKEN | ⚠️ Currently unavailable | |
claude | /v1/messages | sonnet-4-6-20250929 | x-api-key | ✅ Available | |
openai | /v1/chat/completions | gpt-5.4 | Bearer PROMPT_ENHANCER_TOKEN | ✅ Available | |
gemini | /v1beta/models/{model}:generateContent | gemini-3-flash-preview | x-goog-api-key | ✅ Available | |
codex | /v1/responses | gpt-5.4 | Bearer PROMPT_ENHANCER_TOKEN | ✅ Available |
Note: The official Augment endpoints (newandold) are currently experiencing service issues. Use third-party endpoints for prompt enhancement.
Endpoint Resolution Order
PROMPT_ENHANCER_ENDPOINT > ACE_ENHANCER_ENDPOINT (legacy) > --endpoint CLI flag > new (default)
Third-Party Endpoints
claude, openai, gemini, codex are third-party endpoints. They require:
PROMPT_ENHANCER_BASE_URL— API base URLPROMPT_ENHANCER_TOKEN— API key/tokenPROMPT_ENHANCER_MODEL— (optional) override default model
Missing configuration raises ValueError immediately (hard error, no silent fallback).
URL Construction
All HTTP calls use build_api_url(base_url, path) which handles /v1/, /v1beta/ version prefix deduplication. No hardcoded f-string URL construction.
Environment Variables
Authentication (Priority Order)
ACE-Tool supports multiple authentication methods with the following priority:
- Constructor parameters (highest priority, programmatic use only)
- `~/.augment/session.json` (recommended, created by
auggie login) - `AUGMENT_SESSION_AUTH` (CI/CD and headless environments)
- Legacy `ACE_API_*` (deprecated, backward compatibility only)
| Variable | Description | |
|---|---|---|
AUGMENT_SESSION_AUTH | JSON string with accessToken and tenantURL (new format, recommended for CI/CD) | |
ACE_API_URL | ⚠️ Deprecated - ACE API base URL (use session.json or AUGMENT_SESSION_AUTH instead) | |
ACE_API_TOKEN | ⚠️ Deprecated - ACE API authentication token (use session.json or AUGMENT_SESSION_AUTH instead) |
Recommended: Use `~/.augment/session.json`
Create this file via auggie login, or manually with this format:
{"accessToken": "your-token-here","tenantURL": "https://api.example.com/","scopes": ["email"]}
For CI/CD: Use `AUGMENT_SESSION_AUTH` environment variable
export AUGMENT_SESSION_AUTH='{"accessToken":"token","tenantURL":"https://api.example.com/"}'
Migration Guide: Legacy to New Format
If currently using ACE_API_URL and ACE_API_TOKEN:
- Option A (Recommended): Use
auggie loginto create~/.augment/session.json - Option B: Convert to
AUGMENT_SESSION_AUTH:
``bash export AUGMENT_SESSION_AUTH='{"accessToken":"YOUR_ACE_API_TOKEN","tenantURL":"YOUR_ACE_API_URL"}' ``
- Remove old variables (optional, they'll be ignored if new format exists)
Legacy variables continue to work for backward compatibility but are not recommended for new setups.
Endpoint Configuration
| Variable | Description | |
|---|---|---|
PROMPT_ENHANCER_ENDPOINT | Endpoint override: new, old, claude, openai, gemini, codex | |
ACE_ENHANCER_ENDPOINT | Legacy endpoint override (fallback if PROMPT_ENHANCER_ENDPOINT not set) | |
PROMPT_ENHANCER_BASE_URL | Third-party API base URL (for claude/openai/gemini/codex endpoints) | |
PROMPT_ENHANCER_TOKEN | Third-party API token | |
PROMPT_ENHANCER_MODEL | Override default model for third-party endpoints | |
PROMPT_ENHANCER_INCLUDE_SEARCH_CONTEXT | Enable search context injection for third-party endpoints (1, true, yes, on) |
Search Context Injection
When PROMPT_ENHANCER_INCLUDE_SEARCH_CONTEXT is enabled and a third-party endpoint is used, the system automatically:
- Performs a remote codebase search via ACE API using the original prompt as query
- Normalizes the result (placeholder if empty, truncate at 12000 chars if too long)
- Wraps the search results in
<codebase_context>XML tags - Wraps the original prompt in
<original_request>XML tags - Sends the combined prompt to the third-party LLM
Requires --project-root and valid ACE_API_URL/ACE_API_TOKEN. Raises ValueError if project_root is missing when injection is enabled.
.aceignore
Place a .aceignore file in the project root to exclude additional patterns from code indexing (beyond .gitignore). Uses the same glob syntax as .gitignore. Patterns from both files are merged (union). Comments (#) and empty lines are skipped.
# .aceignore exampletest_fixtures/*.generated.tslarge_data/node_modules/.*/logs/tests/
Workflow
Phase 0: Index Project (once or after major changes)
index -p . # Upload code blobs to ACE
Phase 1: Semantic Search
search_context -p . -q "database connection pooling" # Remote retrieval or local fallback
Phase 2: Prompt Enhancement
enhance_prompt -p "optimize query performance" --project-root . # With cloud context# Review and refine enhanced prompt# Use Regenerate/Refine as needed# Send Enhanced to confirm
Error Handling
{"error": "error message", "status_code": 401}
| Error | Recovery | |
|---|---|---|
| No API configured | Uses local fallback for search_context; returns original for enhance | |
| Token invalid (401) | Check API token (logged at ERROR level) | |
| Access denied (403) | Token may be disabled (logged at ERROR level) | |
| Upload failure | Index rollback to previous state; cached blobs still returned | |
| Connection timeout | Retries up to 3 times with exponential backoff | |
| No results | Broaden search query | |
| Third-party not configured | ValueError raised immediately (no silent fallback) | |
| Search context missing project_root | ValueError raised when injection enabled without --project-root |
Anti-Patterns
| Prohibited | Correct | |
|---|---|---|
| Grep before semantic search | Use search_context first | |
| Skip prompt enhancement | Use enhance_prompt for complex tasks | |
| Ignore conversation history | Include history in enhance_prompt | |
| Use exact match for conceptual search | Use natural language query | |
| Always use non-interactive mode | Use interactive mode for review | |
Skip --project-root for enhance | Include it for cloud-based code context |