{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"aicommits","slug":"aicommits","name":"aicommits","type":"cli","url":"https://github.com/Nutlope/aicommits","page_url":"https://unfragile.ai/aicommits","categories":["code-review-security"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"aicommits__cap_0","uri":"capability://code.generation.editing.diff.aware.commit.message.generation.with.multi.provider.support","name":"diff-aware commit message generation with multi-provider support","description":"Analyzes staged Git diffs by extracting file changes and passing them through a provider-agnostic abstraction layer that routes to OpenAI, TogetherAI, Groq, xAI, OpenRouter, Ollama, or LM Studio. The system constructs context-aware prompts from the diff payload and returns AI-generated commit messages. Uses a Router-Handler-Service pattern where src/cli.ts routes commands, provider modules handle API calls, and utility functions manage diff extraction and prompt construction.","intents":["Generate a meaningful commit message from my staged changes without writing it manually","Integrate AI commit generation into my existing Git workflow without changing my habits","Use a local LLM (Ollama/LM Studio) instead of cloud APIs for privacy-sensitive code","Switch between different AI providers without reconfiguring the tool"],"best_for":["solo developers and small teams automating repetitive commit message writing","organizations with strict data privacy requirements preferring local LLM inference","developers already using multiple AI providers who want unified commit generation"],"limitations":["Diff analysis is line-based; cannot understand semantic relationships across distant code sections","Large diffs (>4000 tokens) may be truncated or chunked, losing context for complex refactors","Requires active Git staging area — cannot generate messages for unstaged or committed changes","Provider API rate limits and latency directly impact CLI responsiveness (typically 2-5 seconds per generation)"],"requires":["Node.js 16+ (ESM support)","Git 2.0+ with initialized repository","API key for at least one supported provider (OpenAI, TogetherAI, Groq, xAI, OpenRouter) OR local Ollama/LM Studio instance running","Staged changes in Git index (git add)"],"input_types":["Git diff output (unified diff format)","File paths and change hunks from staged index"],"output_types":["Plain text commit message","Conventional Commits format (type(scope): subject)","Gitmoji format (emoji + message)","Subject + body format"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_1","uri":"capability://automation.workflow.git.hook.based.automatic.commit.message.injection","name":"git hook-based automatic commit message injection","description":"Integrates with Git's prepare-commit-msg hook to intercept the commit workflow and automatically generate messages before the editor opens. When a user runs 'git commit' without a message, the hook executes aicommits in headless mode, captures the generated message, and writes it to the temporary commit message file (.git/COMMIT_EDITMSG). The hook installation is managed via 'aicommits hook install' which registers the hook script in .git/hooks/prepare-commit-msg.","intents":["Generate commit messages automatically when I run 'git commit' without typing a message","Maintain my existing Git workflow while adding AI assistance transparently","Install and uninstall the hook without manual file editing","Disable the hook temporarily for commits that should use manual messages"],"best_for":["developers who want zero-friction AI integration into their daily Git workflow","teams standardizing on commit message formats via automated generation","developers using Git from the command line who want to avoid context-switching to a separate tool"],"limitations":["Hook only triggers when no message is provided (git commit without -m flag); explicit messages bypass the hook","Hook execution adds 2-5 second latency to every 'git commit' call, which may feel slow in rapid iteration","If the AI provider is unavailable or rate-limited, the commit fails unless a fallback is configured","Hook conflicts may occur if other tools (e.g., Husky, pre-commit) also manage prepare-commit-msg"],"requires":["Git repository initialized with .git directory","Write permissions to .git/hooks/","aicommits CLI installed and configured with valid provider credentials","Bash or sh shell (hook script is shell-based)"],"input_types":["Git hook environment variables (GIT_EDITOR, commit message file path)","Staged changes from Git index"],"output_types":["Modified .git/COMMIT_EDITMSG file with generated message","Exit code (0 for success, non-zero for failure)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_10","uri":"capability://text.generation.language.pull.request.description.generation.from.commit.messages","name":"pull request description generation from commit messages","description":"Extends commit message generation to produce pull request descriptions by analyzing the diff and generating a summary suitable for PR body text. The system constructs a prompt that instructs the AI to produce a PR-formatted description (including motivation, changes, and testing notes) rather than a single-line commit message. PR descriptions are generated using the same provider abstraction and configuration system as commits.","intents":["Generate a PR description automatically from my changes without writing it manually","Create structured PR descriptions with motivation, changes, and testing sections","Reuse the same AI provider and configuration for both commits and PRs"],"best_for":["developers who want to automate PR description writing","teams with standardized PR description formats"],"limitations":["PR description generation is not integrated into GitHub/GitLab UI; users must copy-paste the generated text","No validation that the generated description follows the team's PR template","Large diffs may produce verbose PR descriptions that exceed platform limits","PR descriptions are generated from diff alone; no access to PR context (base branch, related issues) to improve quality"],"requires":["Valid AI provider configuration","Staged changes in Git"],"input_types":["Git diff"],"output_types":["Multi-paragraph PR description with sections (motivation, changes, testing)"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_11","uri":"capability://automation.workflow.headless.mode.detection.and.non.interactive.execution","name":"headless mode detection and non-interactive execution","description":"Detects when aicommits is running in a non-interactive context (e.g., Git hook, CI/CD pipeline) and suppresses interactive prompts, progress spinners, and user input requests. Headless mode is automatically detected by checking for TTY (terminal) availability or can be explicitly enabled via environment variables. In headless mode, the system returns results directly without waiting for user confirmation, enabling integration into automated workflows.","intents":["Run aicommits in a Git hook without blocking on interactive prompts","Use aicommits in CI/CD pipelines without manual intervention","Suppress progress spinners and formatting when output is piped to files or other tools"],"best_for":["Git hook integration where interactive prompts would break the workflow","CI/CD pipelines that need to generate commits automatically","scripting and automation scenarios where user interaction is not possible"],"limitations":["Headless mode cannot prompt users to select from multiple suggestions; only the first suggestion is used","Error messages in headless mode may be less detailed because interactive debugging is not possible","No way to override headless mode detection if the automatic detection is incorrect"],"requires":["Automatic TTY detection (works by default) or explicit headless mode flag"],"input_types":["TTY availability or environment variable indicating headless mode"],"output_types":["Direct result without interactive prompts"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_2","uri":"capability://text.generation.language.multi.format.commit.message.generation.with.conventional.commits.and.gitmoji.support","name":"multi-format commit message generation with conventional commits and gitmoji support","description":"Generates commit messages in multiple configurable formats: plain text (default), Conventional Commits (type(scope): subject), Gitmoji (emoji prefix + message), and subject+body format. The format is selected via configuration (stored in ~/.aicommits in INI format) or CLI flags (--type). The prompt engineering adapts based on the selected format, instructing the AI model to follow specific conventions. Format validation ensures generated messages conform to the selected schema before returning to the user.","intents":["Generate commit messages that follow my team's Conventional Commits standard automatically","Use Gitmoji format for visually categorized commits without manually selecting emojis","Switch between commit formats per-project without reconfiguring the tool globally","Enforce consistent commit message structure across a team via standardized format generation"],"best_for":["teams using Conventional Commits for automated changelog generation and semantic versioning","developers who prefer visual commit categorization via Gitmoji","projects with strict commit message linting rules (e.g., commitlint) that require specific formats"],"limitations":["Format validation is prompt-based; AI models occasionally generate malformed messages that don't strictly conform to the schema","Gitmoji format depends on the AI model's emoji vocabulary; some models may use non-standard or inconsistent emoji choices","Switching formats requires regenerating the message; no conversion between formats is provided","Custom format templates are not supported; only the four built-in formats are available"],"requires":["Configuration file at ~/.aicommits with 'commitType' setting (plain, conventional, gitmoji, or subject+body)","AI provider that understands format instructions (all supported providers do)"],"input_types":["Git diff","Format type string (plain, conventional, gitmoji, subject+body)"],"output_types":["Formatted commit message string adhering to selected schema"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_3","uri":"capability://tool.use.integration.provider.agnostic.ai.backend.abstraction.with.dynamic.model.selection","name":"provider-agnostic ai backend abstraction with dynamic model selection","description":"Abstracts AI provider APIs behind a unified interface (src/feature/providers/index.ts) that decouples message generation logic from provider-specific implementation details. Supports 7+ providers: OpenAI, TogetherAI, Groq, xAI, OpenRouter, Ollama, and LM Studio. Each provider is implemented as a module with standardized request/response handling. Users configure their preferred provider and model via 'aicommits setup' wizard or CLI flags, and the system routes API calls to the selected backend without code changes.","intents":["Use OpenAI's GPT-4 for high-quality commits, then switch to a cheaper TogetherAI model for cost optimization","Run aicommits with a local Ollama instance for privacy-sensitive code without cloud API calls","Use multiple providers across different projects without managing separate tools","Select a specific model per-project (e.g., gpt-4 vs gpt-3.5-turbo) via configuration"],"best_for":["developers and teams evaluating multiple AI providers for cost, latency, or privacy tradeoffs","organizations with strict data residency requirements preferring local inference (Ollama, LM Studio)","teams using OpenRouter or similar aggregators to access multiple models through a single API"],"limitations":["Each provider has different rate limits, latency characteristics, and model availability; switching providers may require adjusting prompts for model-specific behavior","Local providers (Ollama, LM Studio) require manual setup and model downloads; no built-in model management","Provider API keys are stored in plaintext in ~/.aicommits; no encryption or secure credential storage","Fallback to alternative providers is not implemented; if the configured provider fails, the entire operation fails"],"requires":["API key for at least one supported provider (stored in ~/.aicommits)","For local providers: Ollama or LM Studio running on localhost with a model loaded","Network connectivity to the selected provider's API endpoint (or local network for Ollama/LM Studio)"],"input_types":["Provider name (openai, togetherai, groq, xai, openrouter, ollama, lm-studio)","Model identifier (e.g., gpt-4, llama-2-70b)","API key or endpoint URL"],"output_types":["Commit message string from the selected provider's API response"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_4","uri":"capability://automation.workflow.configuration.management.with.ini.based.persistence.and.cli.override","name":"configuration management with ini-based persistence and cli override","description":"Stores user configuration in ~/.aicommits as an INI file containing provider credentials, model selection, commit format, and custom prompt instructions. Configuration is loaded at startup and can be overridden via CLI flags (--type, --generate, --prompt). The system implements a precedence hierarchy: CLI flags > environment variables > INI file > defaults. Configuration is validated on load to ensure required fields (API keys, provider name) are present; missing credentials trigger the setup wizard.","intents":["Configure my AI provider and API key once, then use aicommits without re-entering credentials","Override the default commit format for a single invocation via CLI flags","Use environment variables for API keys in CI/CD pipelines without modifying the INI file","Customize the AI prompt with domain-specific instructions (e.g., 'use past tense, include ticket numbers')"],"best_for":["individual developers setting up aicommits for the first time","CI/CD pipelines that need to inject credentials via environment variables","teams with project-specific commit conventions that require custom prompts"],"limitations":["Configuration is stored in plaintext; API keys are not encrypted, making the ~/.aicommits file a security risk if the home directory is compromised","No project-level configuration file (.aicommits in the repo root); all settings are global to the user","INI format is limited; complex configurations (e.g., per-file format rules) are not supported","Configuration validation is minimal; invalid API keys are only detected when the first commit is generated, not during setup"],"requires":["Write permissions to ~/.aicommits file","Valid INI syntax if manually editing the config file"],"input_types":["CLI flags (--type, --generate, --prompt)","Environment variables (OPENAI_API_KEY, etc.)","INI file at ~/.aicommits"],"output_types":["Parsed configuration object with provider, model, format, and credentials"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_5","uri":"capability://automation.workflow.interactive.setup.wizard.with.provider.credential.validation","name":"interactive setup wizard with provider credential validation","description":"Provides an interactive CLI wizard ('aicommits setup') that guides users through selecting an AI provider, entering API credentials, choosing a commit format, and optionally customizing the prompt. The wizard validates credentials by making a test API call to the selected provider before saving configuration. If validation fails, the wizard prompts the user to re-enter credentials or select a different provider. Configuration is written to ~/.aicommits upon successful validation.","intents":["Set up aicommits for the first time without manually editing configuration files","Verify that my API key is valid before saving it to the config file","Choose my preferred AI provider and model from an interactive menu","Update my configuration (e.g., switch providers) without manually editing ~/.aicommits"],"best_for":["first-time users who are unfamiliar with configuration files and API keys","non-technical team members setting up aicommits on their machines","developers who want to validate credentials before committing them to config"],"limitations":["Wizard is interactive and blocking; cannot be automated in CI/CD pipelines without stdin redirection","Credential validation requires network connectivity to the selected provider; offline setup is not supported","Wizard does not support batch configuration for multiple team members; each user must run setup individually","If the test API call fails, the wizard does not provide detailed error messages; users must debug provider issues manually"],"requires":["Interactive terminal (TTY) for prompts and input","Network connectivity to the selected AI provider","Write permissions to ~/.aicommits"],"input_types":["User input from interactive prompts (provider selection, API key, model, format)"],"output_types":["Configuration file written to ~/.aicommits","Success/failure message indicating whether setup completed"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_6","uri":"capability://tool.use.integration.vs.code.extension.with.source.control.sidebar.integration","name":"vs code extension with source control sidebar integration","description":"Provides a graphical wrapper (vscode-extension/) that integrates aicommits into VS Code's Source Control sidebar. Users can generate commit messages directly from the UI without opening a terminal. The extension communicates with the CLI via subprocess invocation, passing the current repository's staged changes and configuration. Generated messages are inserted into the commit message input field, allowing users to edit before committing. The extension respects the same ~/.aicommits configuration as the CLI.","intents":["Generate a commit message without leaving VS Code or opening a terminal","See the generated message in the commit input field and edit it before committing","Use the same aicommits configuration in VS Code as I do on the command line","Integrate AI commit generation into my existing VS Code workflow"],"best_for":["VS Code users who prefer graphical interfaces over CLI tools","developers who want to avoid context-switching between the editor and terminal","teams standardizing on VS Code for development"],"limitations":["Extension is tightly coupled to VS Code; no support for other editors (JetBrains IDEs, Vim, etc.)","Extension relies on the CLI being installed and configured; it cannot function independently","UI customization is limited to VS Code's Source Control sidebar; no custom panels or dialogs","Extension subprocess invocation adds overhead compared to direct CLI execution; latency may be slightly higher"],"requires":["VS Code 1.80+ (or version specified in extension's package.json)","aicommits CLI installed and configured with valid provider credentials","Git repository open in VS Code with staged changes"],"input_types":["Staged changes from the current Git repository","User interaction (button click in Source Control sidebar)"],"output_types":["Generated commit message inserted into VS Code's commit message input field"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_7","uri":"capability://text.generation.language.custom.prompt.injection.with.domain.specific.instructions","name":"custom prompt injection with domain-specific instructions","description":"Allows users to customize the AI prompt via the --prompt CLI flag or by editing the 'prompt' field in ~/.aicommits. Custom instructions are appended to the base prompt before sending to the AI provider, enabling domain-specific guidance (e.g., 'use past tense', 'include ticket numbers', 'reference related issues'). The system preserves the base prompt structure (diff context, format instructions) and injects custom instructions as additional constraints. Custom prompts are validated for length to avoid exceeding token limits.","intents":["Add team-specific commit conventions (e.g., 'always include ticket numbers') to generated messages","Customize the tone or style of commits (e.g., 'use imperative mood', 'be concise')","Inject domain knowledge into the AI (e.g., 'this is a microservices project, mention affected services')","Override the default prompt for a single invocation via CLI flag"],"best_for":["teams with specific commit message conventions beyond Conventional Commits","projects where commit messages need to reference external systems (ticket numbers, service names)","developers who want to experiment with different prompt strategies"],"limitations":["Custom prompts are appended to the base prompt; the base structure cannot be replaced entirely","Prompt injection is not validated for semantic correctness; malformed instructions may produce unexpected results","Very long custom prompts may exceed the AI provider's token limits, causing the request to fail","Custom prompts are not version-controlled; changes to the prompt are not tracked in Git"],"requires":["Valid prompt text (no special characters that break the prompt structure)","Understanding of how the AI model interprets natural language instructions"],"input_types":["Custom prompt string via --prompt flag or 'prompt' field in ~/.aicommits"],"output_types":["Modified prompt sent to the AI provider (base prompt + custom instructions)"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_8","uri":"capability://text.generation.language.batch.commit.message.generation.with.multiple.suggestions","name":"batch commit message generation with multiple suggestions","description":"Generates multiple alternative commit message suggestions (via --generate flag) by invoking the AI provider multiple times with the same diff. Each invocation produces a different message due to AI model sampling variance. Users can review all suggestions and select the one that best fits their intent. The system returns all suggestions in a numbered list, allowing users to choose via CLI selection or manual copy-paste.","intents":["See multiple commit message options and choose the one I prefer","Generate alternative messages if the first suggestion doesn't capture my intent","Explore different ways to describe the same change (e.g., high-level vs detailed)"],"best_for":["developers who want flexibility in commit message wording","teams with subjective commit message standards where multiple valid options exist"],"limitations":["Generating multiple suggestions multiplies API calls and latency; --generate 5 takes ~5x longer than a single message","Multiple invocations increase API costs proportionally","No ranking or scoring of suggestions; all are presented equally without quality assessment","User must manually select from suggestions; no automatic selection based on quality metrics"],"requires":["--generate flag with a number (e.g., --generate 5)","Sufficient API quota to make multiple calls"],"input_types":["Git diff","Number of suggestions to generate (via --generate flag)"],"output_types":["Numbered list of commit message suggestions"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__cap_9","uri":"capability://tool.use.integration.http.proxy.support.for.enterprise.network.environments","name":"http proxy support for enterprise network environments","description":"Supports HTTP/HTTPS proxy configuration via environment variables (HTTP_PROXY, HTTPS_PROXY) or configuration file settings. The system routes all API requests to the configured AI provider through the specified proxy, enabling aicommits to function in corporate networks with proxy-based internet access. Proxy authentication (username/password) is supported via proxy URL encoding (http://user:pass@proxy:port).","intents":["Use aicommits in a corporate environment where all internet traffic must go through a proxy","Route API requests through a proxy without modifying system-wide proxy settings","Authenticate to a proxy that requires username and password"],"best_for":["enterprise developers in corporate networks with mandatory proxy requirements","teams with strict network policies requiring traffic inspection"],"limitations":["Proxy configuration is not validated until the first API call; misconfigured proxies are only discovered at runtime","Proxy credentials are stored in plaintext in environment variables or config file; no encryption","SSL/TLS certificate validation through proxies may fail if the proxy uses self-signed certificates; users must disable verification (security risk)","Proxy support depends on the underlying HTTP client library; some providers may not support proxies correctly"],"requires":["HTTP_PROXY or HTTPS_PROXY environment variable set, or proxy configuration in ~/.aicommits","Network connectivity to the proxy server"],"input_types":["Proxy URL (http://proxy:port or http://user:pass@proxy:port)"],"output_types":["API requests routed through the configured proxy"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"aicommits__headline","uri":"capability://code.generation.editing.ai.powered.git.commit.message.generator","name":"ai-powered git commit message generator","description":"Aicommits is a CLI tool that automates the generation of meaningful Git commit messages using AI, analyzing staged changes and supporting various formats like Conventional Commits and Gitmoji.","intents":["best AI commit message generator","AI tool for Git commit messages","automated commit messages for developers","AI-based commit message CLI","generate commit messages with AI"],"best_for":["developers looking to streamline commit message creation"],"limitations":[],"requires":["Git installed","Node.js environment"],"input_types":["staged code changes"],"output_types":["formatted commit messages"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":57,"verified":false,"data_access_risk":"high","permissions":["Node.js 16+ (ESM support)","Git 2.0+ with initialized repository","API key for at least one supported provider (OpenAI, TogetherAI, Groq, xAI, OpenRouter) OR local Ollama/LM Studio instance running","Staged changes in Git index (git add)","Git repository initialized with .git directory","Write permissions to .git/hooks/","aicommits CLI installed and configured with valid provider credentials","Bash or sh shell (hook script is shell-based)","Valid AI provider configuration","Staged changes in Git"],"failure_modes":["Diff analysis is line-based; cannot understand semantic relationships across distant code sections","Large diffs (>4000 tokens) may be truncated or chunked, losing context for complex refactors","Requires active Git staging area — cannot generate messages for unstaged or committed changes","Provider API rate limits and latency directly impact CLI responsiveness (typically 2-5 seconds per generation)","Hook only triggers when no message is provided (git commit without -m flag); explicit messages bypass the hook","Hook execution adds 2-5 second latency to every 'git commit' call, which may feel slow in rapid iteration","If the AI provider is unavailable or rate-limited, the commit fails unless a fallback is configured","Hook conflicts may occur if other tools (e.g., Husky, pre-commit) also manage prepare-commit-msg","PR description generation is not integrated into GitHub/GitLab UI; users must copy-paste the generated text","No validation that the generated description follows the team's PR template","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"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":null,"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=aicommits","compare_url":"https://unfragile.ai/compare?artifact=aicommits"}},"signature":"DF6HmtxrVyJfxtC5M0p6TFbRU9f0Ep0pfdto8OBI65joSNKBTl+D55QeHqKrXhfyN8VhlDuS5EypfWgD05RpAw==","signedAt":"2026-06-20T21:20:45.986Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aicommits","artifact":"https://unfragile.ai/aicommits","verify":"https://unfragile.ai/api/v1/verify?slug=aicommits","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"}}