{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai","slug":"ai-commit-automagically-generate-conventional-commit-messages-with-ai","name":"AI Commit - Automagically generate conventional commit messages with AI","type":"repo","url":"https://github.com/guanguans/ai-commit","page_url":"https://unfragile.ai/ai-commit-automagically-generate-conventional-commit-messages-with-ai","categories":["automation"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_0","uri":"capability://automation.workflow.staged.diff.to.conventional.commit.generation","name":"staged-diff-to-conventional-commit generation","description":"Reads git staged changes via `git diff --staged`, sends the diff content to a pluggable AI generator backend (OpenAI, Moonshot, ERNIE-Bot, or CLI-based tools), and returns a structured Conventional Commits-formatted message with type, scope, subject, and body. The generator system abstracts over both HTTP API clients and subprocess-based CLI tools through a unified interface, enabling swappable backends without code changes.","intents":["I want to automatically generate commit messages that follow Conventional Commits format from my staged changes","I need to use different AI providers (OpenAI, Moonshot, GitHub Copilot) without rewriting integration code","I want to send only staged changes to the AI, not the entire diff history"],"best_for":["PHP developers automating commit workflows","teams enforcing Conventional Commits standards across projects","developers wanting to reduce cognitive load of writing commit messages"],"limitations":["PHP-only implementation — no native support for Python, Node.js, or Go projects","Requires git repository with staged changes — cannot generate commits from unstaged or historical diffs","Generator latency depends on selected backend (API calls add 1-5s, CLI tools add 0.5-2s)","No built-in caching of generated messages — each invocation calls the AI backend"],"requires":["PHP >= 8.2 with ext-curl and ext-mbstring extensions","git repository initialized with staged changes","API key or CLI tool configured for selected generator backend"],"input_types":["git diff output (text)","staged file changes (binary/text)"],"output_types":["JSON structured commit message","plain text commit message","interactive confirmation prompt"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_1","uri":"capability://tool.use.integration.multi.provider.ai.generator.abstraction","name":"multi-provider ai generator abstraction","description":"Implements a generator interface pattern that abstracts over heterogeneous AI backends: HTTP-based APIs (OpenAI Chat/Completions, Moonshot, ERNIE-Bot) and subprocess CLI tools (Bito, GitHub Copilot, GitHub Models). Each generator driver implements a common interface with configurable prompts, retry logic, and error handling. The system loads the appropriate generator based on configuration and CLI flags, enabling runtime backend switching without application code changes.","intents":["I want to switch between different AI providers (OpenAI to Moonshot) without changing code","I need to use local CLI tools (GitHub Copilot) instead of cloud APIs for privacy","I want to add support for a new AI backend without modifying core commit logic"],"best_for":["teams evaluating multiple AI providers","organizations with privacy requirements preferring local CLI tools","developers extending ai-commit with custom generators"],"limitations":["Each generator requires separate configuration (API keys, model names, endpoints)","CLI-based generators depend on external binaries being installed and in PATH","No built-in fallback mechanism if primary generator fails — retry logic is per-generator","Generator interface does not abstract over response format differences (some return JSON, some plain text)"],"requires":["PHP >= 8.2","Generator-specific credentials (API key for HTTP backends, CLI tool installed for subprocess backends)","Configuration file specifying generator driver and parameters"],"input_types":["generator driver key (string)","prompt template (string)","diff content (text)"],"output_types":["structured commit message (JSON or parsed text)","error messages with retry metadata"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_10","uri":"capability://automation.workflow.laravel.zero.framework.integration.for.cli.application","name":"laravel zero framework integration for cli application","description":"Built on Laravel Zero, a micro-framework for console applications, providing a structured foundation for command handling, dependency injection, and configuration management. The framework abstracts CLI boilerplate (argument parsing, output formatting, error handling) and provides Laravel's service container for managing generators, configuration, and HTTP clients. This enables rapid feature development and consistent CLI behavior across commands.","intents":["I want to extend ai-commit with custom commands without rewriting CLI infrastructure","I need reliable argument parsing and output formatting for CLI commands","I want to leverage Laravel's ecosystem for additional functionality"],"best_for":["PHP developers familiar with Laravel","teams extending ai-commit with custom commands","projects requiring structured CLI application architecture"],"limitations":["Laravel Zero adds ~5-10MB to PHAR binary size compared to minimal CLI tools","Dependency on Laravel ecosystem may complicate deployment in non-PHP environments","Framework overhead adds ~100-200ms startup time for simple commands","Learning curve for developers unfamiliar with Laravel patterns"],"requires":["PHP >= 8.2","Laravel Zero framework (included in distribution)","understanding of Laravel service container and command patterns"],"input_types":["CLI arguments and options","configuration files"],"output_types":["formatted CLI output","exit codes"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_11","uri":"capability://tool.use.integration.http.client.abstraction.for.api.based.generators","name":"http client abstraction for api-based generators","description":"Implements an HTTP client layer abstracting over API calls to OpenAI, Moonshot, ERNIE-Bot, and other HTTP-based generators. The client handles request formatting, authentication (API keys), response parsing, error handling, and timeout management. The abstraction allows swapping HTTP clients (e.g., Guzzle, cURL) without changing generator code, and supports custom headers, retry logic, and request/response logging.","intents":["I want to call multiple AI APIs (OpenAI, Moonshot, ERNIE-Bot) with consistent error handling","I need to manage API authentication and request formatting centrally","I want to add custom headers or logging to API calls without modifying generators"],"best_for":["developers integrating multiple AI APIs","teams requiring centralized API management","projects needing custom request/response handling"],"limitations":["HTTP client abstraction adds ~50-100ms latency per request due to wrapper overhead","No built-in request caching — each call hits the API backend","Error handling is generic — API-specific error codes may not be properly translated","No built-in rate limiting or quota management"],"requires":["PHP >= 8.2 with ext-curl","HTTP client library (Guzzle or cURL)","API credentials for selected backend"],"input_types":["HTTP request (method, URL, headers, body)","API credentials (API key, endpoint)"],"output_types":["parsed API response (JSON or text)","error messages with HTTP status codes"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_12","uri":"capability://tool.use.integration.subprocess.based.cli.generator.execution","name":"subprocess-based cli generator execution","description":"Executes CLI-based generators (Bito, GitHub Copilot, GitHub Models) as subprocesses, capturing stdout/stderr and exit codes. The system spawns the CLI tool with appropriate arguments, waits for completion with configurable timeouts, and parses the output into structured commit messages. This enables using local CLI tools without API calls, supporting offline workflows and privacy-sensitive environments.","intents":["I want to use GitHub Copilot or Bito CLI without cloud API calls","I need to run ai-commit in an offline or air-gapped environment","I want to use local tools for privacy or compliance reasons"],"best_for":["developers prioritizing privacy or offline operation","organizations with air-gapped networks","users with GitHub Copilot or Bito CLI already installed"],"limitations":["CLI tools must be installed and in PATH — no automatic installation","Subprocess spawning adds 0.5-2s overhead compared to API calls","Output parsing is tool-specific — changes to CLI output format break parsing","No built-in timeout handling for hung subprocesses","CLI tool updates may break compatibility without warning"],"requires":["PHP >= 8.2","CLI tool installed and in PATH (bito, gh copilot, gh models)","appropriate credentials configured for CLI tool"],"input_types":["diff content (passed as argument or stdin)","CLI tool name and arguments"],"output_types":["parsed commit message from CLI stdout","error messages from CLI stderr"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_13","uri":"capability://data.processing.analysis.commit.message.formatting.and.validation","name":"commit message formatting and validation","description":"Formats AI-generated commit messages into Conventional Commits structure (type, scope, subject, body) and validates against specification. The formatter parses raw AI output, extracts components, ensures subject length limits (typically 50 characters), and validates type against configured definitions. Invalid messages are rejected with clear error messages, prompting regeneration or manual editing.","intents":["I want to ensure generated messages comply with Conventional Commits format","I need to enforce subject length limits and message structure","I want to validate commit types before committing"],"best_for":["teams enforcing Conventional Commits standards","projects using automated changelog generation","organizations with strict commit message policies"],"limitations":["Validation is structural only — does not validate semantic correctness of messages","Subject length limits are configurable but not enforced by default","No built-in linting for message quality (e.g., imperative mood, clarity)","Invalid messages are rejected without suggestions for correction"],"requires":["PHP >= 8.2","Conventional Commits specification knowledge","configuration with commit type definitions"],"input_types":["raw AI-generated message (text)","commit type definitions (JSON)"],"output_types":["formatted commit message (structured)","validation errors (text)"],"categories":["data-processing-analysis","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_2","uri":"capability://automation.workflow.three.layer.configuration.management.with.precedence","name":"three-layer configuration management with precedence","description":"Implements a hierarchical configuration system with three layers: built-in defaults, global user config (~/.ai-commit/.ai-commit.json), and local project config (.ai-commit.json). Configuration covers generator selection, API credentials, prompt templates, commit type definitions, and retry parameters. The system merges layers respecting precedence (local > global > defaults) and provides CLI subcommands (set, get, unset, reset, list, edit) for runtime configuration manipulation without manual file editing.","intents":["I want to set a default AI provider globally but override it per-project","I need to configure different API keys for different projects securely","I want to customize commit type definitions and prompt templates for my team's standards"],"best_for":["teams with multiple projects using different AI providers","developers managing both personal and work configurations","organizations enforcing commit message standards via configuration"],"limitations":["Configuration files are plain JSON — no encryption for API keys (requires external secret management)","No built-in validation of configuration syntax — invalid JSON silently falls back to defaults","Three-layer precedence can be confusing when debugging which config is active","No configuration versioning or rollback mechanism"],"requires":["PHP >= 8.2","Write access to ~/.ai-commit/ for global config","Write access to project root for local config"],"input_types":["JSON configuration files","CLI flags (--generator, --config-key)","environment variables (optional)"],"output_types":["merged configuration object (PHP array)","configuration file contents (JSON)","CLI output from config subcommands"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_3","uri":"capability://automation.workflow.interactive.commit.type.selection.and.validation","name":"interactive commit type selection and validation","description":"Presents an interactive prompt allowing users to select or auto-generate the commit type (feat, fix, docs, style, refactor, perf, test, chore, ci, revert) based on the staged diff. The system validates selected types against a configurable commit type definition, ensuring compliance with Conventional Commits specification. Users can accept the AI-suggested type, manually select from a list, or provide a custom type, with validation occurring before message confirmation.","intents":["I want to ensure commit types follow Conventional Commits standard (feat, fix, etc.)","I need to let the AI suggest a commit type but allow manual override","I want to enforce a subset of commit types for my team"],"best_for":["teams enforcing Conventional Commits standards","projects using semantic versioning based on commit types","developers new to Conventional Commits who need guidance"],"limitations":["Type selection is interactive — cannot be fully automated in CI/CD pipelines without --dry-run flag","Custom commit types require configuration changes — not dynamically extensible at runtime","No built-in mapping between commit types and semantic version bumps (major/minor/patch)"],"requires":["PHP >= 8.2","Interactive terminal (TTY) for prompt display","Commit type definitions in configuration"],"input_types":["AI-generated commit type suggestion (string)","user input from interactive prompt (string)","commit type configuration (JSON)"],"output_types":["validated commit type (string)","interactive menu display (terminal output)"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_4","uri":"capability://automation.workflow.confirmation.loop.with.diff.preview.and.message.review","name":"confirmation loop with diff preview and message review","description":"Displays the generated commit message in a formatted table showing type, scope, subject, and body, along with a preview of the staged diff. The system prompts the user to confirm, reject, or regenerate the message before executing `git commit`. Rejection allows the user to re-run the generator with the same diff, and confirmation executes the actual git commit with the approved message. This loop ensures human oversight of AI-generated content before permanent commit.","intents":["I want to review the AI-generated message before committing","I need to see the diff alongside the commit message to verify accuracy","I want to regenerate the message if the AI suggestion is poor without re-staging changes"],"best_for":["developers wanting human-in-the-loop commit generation","teams requiring code review of commit messages","projects where commit message accuracy is critical"],"limitations":["Confirmation loop requires interactive terminal — not suitable for fully automated CI/CD","No built-in diff editing — users cannot modify staged changes from the confirmation prompt","Regeneration re-calls the AI backend, incurring additional latency and API costs","Message rejection does not provide feedback to the AI for improvement"],"requires":["PHP >= 8.2","Interactive terminal (TTY) for prompt display","git repository with staged changes"],"input_types":["generated commit message (JSON or text)","staged diff content (text)","user input (yes/no/regenerate)"],"output_types":["formatted message display (terminal table)","diff preview (terminal output)","git commit execution or rejection"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_5","uri":"capability://automation.workflow.dry.run.mode.for.message.preview.without.commit","name":"dry-run mode for message preview without commit","description":"Executes the full commit message generation pipeline (diff reading, AI backend call, type selection, message formatting) but skips the final `git commit` execution. The generated message is displayed to the user without modifying the repository. This mode is useful for testing generator configurations, previewing messages before committing, and debugging AI backend responses without side effects.","intents":["I want to test my AI generator configuration without committing","I need to see what commit message would be generated for my current staged changes","I want to debug why the AI is generating unexpected messages"],"best_for":["developers testing new generator configurations","teams debugging AI backend issues","users previewing messages before committing"],"limitations":["Dry-run still calls the AI backend and incurs API costs","No built-in logging of dry-run results — output is ephemeral unless captured manually","Dry-run does not validate that the message would actually commit successfully (e.g., git hooks)"],"requires":["PHP >= 8.2","git repository with staged changes","--dry-run flag passed to commit command"],"input_types":["git diff output (text)","--dry-run flag (boolean)"],"output_types":["formatted commit message (terminal display)","no git commit execution"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_6","uri":"capability://automation.workflow.explicit.diff.input.with.diff.flag","name":"explicit diff input with --diff flag","description":"Allows users to pass custom diff content via the --diff flag instead of reading from `git diff --staged`. The diff is sent to the AI generator as-is, enabling commit message generation for arbitrary code changes (e.g., diffs from other tools, historical diffs, or non-git sources). This decouples the tool from git staging, making it usable in non-standard workflows or as a library.","intents":["I want to generate a commit message for a diff that's not in git staging","I need to use ai-commit in a non-git workflow or with custom diff sources","I want to generate messages for historical diffs or patches"],"best_for":["developers working with non-standard git workflows","tools integrating ai-commit as a library","users generating messages for diffs from other sources"],"limitations":["Custom diff input bypasses git validation — malformed diffs may produce nonsensical messages","No built-in diff parsing or validation — users must provide valid unified diff format","Explicit diff input cannot be combined with git staging — mutually exclusive modes"],"requires":["PHP >= 8.2","valid unified diff format (text)","--diff flag with diff content"],"input_types":["unified diff format (text)","--diff flag (string)"],"output_types":["commit message (JSON or text)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_7","uri":"capability://automation.workflow.configurable.prompt.templates.with.variable.substitution","name":"configurable prompt templates with variable substitution","description":"Allows users to customize the prompt sent to the AI generator via configuration files. Prompt templates support variable substitution (e.g., {diff}, {language}, {project_name}) enabling context-aware prompts tailored to specific projects or teams. Templates are stored in configuration and can be overridden globally or per-project, allowing teams to enforce specific commit message styles or instructions without code changes.","intents":["I want to customize the AI prompt to match my team's commit message style","I need to add project-specific context or instructions to the AI","I want to enforce specific commit message conventions via configuration"],"best_for":["teams with custom commit message standards","projects requiring domain-specific commit conventions","organizations enforcing commit message policies"],"limitations":["Prompt templates are static — no dynamic variable resolution beyond simple substitution","No built-in validation of prompt quality or effectiveness","Poorly written prompts may degrade AI output quality without clear feedback","Template changes require configuration updates and do not take effect retroactively"],"requires":["PHP >= 8.2","configuration file with prompt template definitions","understanding of AI prompt engineering"],"input_types":["prompt template string with variables (text)","variable values (diff, language, project metadata)"],"output_types":["resolved prompt string (text)","AI-generated commit message"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_8","uri":"capability://automation.workflow.configurable.retry.logic.with.exponential.backoff","name":"configurable retry logic with exponential backoff","description":"Implements configurable retry logic for AI backend calls with exponential backoff and sleep intervals. Users can specify retry count and sleep duration in configuration, allowing the system to gracefully handle transient API failures (rate limits, timeouts, network errors). Each retry attempt uses exponential backoff to avoid overwhelming the backend, and failures after max retries are reported to the user with error details.","intents":["I want the tool to automatically retry if the AI API is temporarily unavailable","I need to handle rate limiting from the AI provider gracefully","I want to configure retry behavior for my specific use case"],"best_for":["users relying on cloud APIs with occasional downtime","teams operating under rate limits","developers building reliable automation workflows"],"limitations":["Retry logic is per-generator — no cross-provider fallback if primary backend fails","Exponential backoff increases total latency for failed requests","No built-in circuit breaker to detect persistent failures and skip retries","Retry configuration is global — cannot be customized per-invocation"],"requires":["PHP >= 8.2","configuration file with retry parameters (count, sleep duration)","network connectivity to AI backend"],"input_types":["retry count (integer)","sleep duration (integer, milliseconds)","API request (HTTP or CLI)"],"output_types":["successful API response or error after max retries","error message with retry metadata"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-ai-commit-automagically-generate-conventional-commit-messages-with-ai__cap_9","uri":"capability://automation.workflow.self.update.mechanism.for.phar.binary","name":"self-update mechanism for phar binary","description":"Provides a self-update command that downloads the latest ai-commit PHAR binary from GitHub Releases and replaces the current executable. The mechanism checks for new versions, downloads the release artifact, verifies integrity (if checksums are available), and updates the binary in-place. This enables users to stay current with bug fixes and new features without manual re-installation.","intents":["I want to update ai-commit to the latest version without manual installation","I need to ensure my team is using the latest bug fixes and features","I want to automate tool updates in CI/CD pipelines"],"best_for":["users running ai-commit as a PHAR binary","teams automating tool maintenance","developers wanting frictionless updates"],"limitations":["Self-update only works for PHAR distribution — Composer-installed versions require `composer update`","No rollback mechanism if updated version is broken","Update requires write access to the PHAR binary location","No built-in version pinning — always updates to latest release"],"requires":["PHP >= 8.2","PHAR binary distribution (not Composer package)","network connectivity to GitHub Releases","write access to PHAR binary location"],"input_types":["self-update command (CLI flag)"],"output_types":["updated PHAR binary","update status messages"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"high","permissions":["PHP >= 8.2 with ext-curl and ext-mbstring extensions","git repository initialized with staged changes","API key or CLI tool configured for selected generator backend","PHP >= 8.2","Generator-specific credentials (API key for HTTP backends, CLI tool installed for subprocess backends)","Configuration file specifying generator driver and parameters","Laravel Zero framework (included in distribution)","understanding of Laravel service container and command patterns","PHP >= 8.2 with ext-curl","HTTP client library (Guzzle or cURL)"],"failure_modes":["PHP-only implementation — no native support for Python, Node.js, or Go projects","Requires git repository with staged changes — cannot generate commits from unstaged or historical diffs","Generator latency depends on selected backend (API calls add 1-5s, CLI tools add 0.5-2s)","No built-in caching of generated messages — each invocation calls the AI backend","Each generator requires separate configuration (API keys, model names, endpoints)","CLI-based generators depend on external binaries being installed and in PATH","No built-in fallback mechanism if primary generator fails — retry logic is per-generator","Generator interface does not abstract over response format differences (some return JSON, some plain text)","Laravel Zero adds ~5-10MB to PHAR binary size compared to minimal CLI tools","Dependency on Laravel ecosystem may complicate deployment in non-PHP environments","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.5,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.3,"quality":0.2,"ecosystem":0.15,"match_graph":0.3,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:02.370Z","last_scraped_at":"2026-05-03T14:00:05.262Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ai-commit-automagically-generate-conventional-commit-messages-with-ai","compare_url":"https://unfragile.ai/compare?artifact=ai-commit-automagically-generate-conventional-commit-messages-with-ai"}},"signature":"hJUlXJ36QkIqaR4CX8teAoTVK5Mdj3RCD/52kN6v1YN9ql73Yf+L+M/zYuMlizrc88gzml2xodniBbZAIKUjAg==","signedAt":"2026-06-21T07:42:37.539Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ai-commit-automagically-generate-conventional-commit-messages-with-ai","artifact":"https://unfragile.ai/ai-commit-automagically-generate-conventional-commit-messages-with-ai","verify":"https://unfragile.ai/api/v1/verify?slug=ai-commit-automagically-generate-conventional-commit-messages-with-ai","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}