{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-coodo-commit-generator","slug":"commit-ai-generator","name":"Commit AI Generator","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=Coodo.commit-generator","page_url":"https://unfragile.ai/commit-ai-generator","categories":["code-editors"],"tags":["__sponsor_extension","ai","artificial intelligence","commit","commit message","commit messages","commit norm","commit norms","generate commit","generate commit message","generator commit","gpt","gpt-3","gpt-3.5","gpt-4","openai","openai api"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-coodo-commit-generator__cap_0","uri":"capability://code.generation.editing.staged.diff.aware.commit.message.generation","name":"staged-diff-aware commit message generation","description":"Analyzes Git staged changes (diffs) by extracting the unified diff format from the repository's index, sends this diff context to OpenAI's API with a user-configurable prompt template, and returns a formatted commit message. The extension intercepts the standard Git workflow at the Source Control tab, allowing users to review and accept AI-generated messages before committing. Implementation uses VS Code's Git extension API to access staged changes without requiring local file parsing.","intents":["I want to automatically generate a commit message from my staged changes without manually writing one","I need commit messages that follow a specific convention (Conventional Commits, Angular format, etc.) without remembering the syntax","I want to speed up my commit workflow by reducing time spent composing descriptive messages"],"best_for":["solo developers working in VS Code who want to reduce commit message composition time","teams adopting commit message conventions and needing consistent formatting","developers who struggle with writing descriptive commit messages"],"limitations":["Only analyzes staged changes; cannot generate messages for unstaged modifications","Requires internet connectivity and active OpenAI API account — no offline or local-only mode available","Each generation consumes OpenAI API tokens, incurring per-usage costs that scale with diff size and model complexity","No built-in handling of OpenAI rate limits or quota exhaustion — failures not gracefully handled","Cannot access commit history or branch context to generate messages aware of project history","Specific commit message conventions supported are undocumented — unclear if Conventional Commits, Angular, or custom formats are prioritized"],"requires":["Visual Studio Code (minimum version unknown, likely 1.50+)","Git installed and accessible on system PATH","Active OpenAI API account with valid API key","Internet connectivity to reach OpenAI API endpoints","At least one file staged in Git (non-empty diff)"],"input_types":["Git unified diff format (from staged changes)","User-configurable prompt template (text)","Model selection and temperature parameter (numeric)"],"output_types":["Plain text commit message","Formatted according to selected commit convention"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_1","uri":"capability://text.generation.language.openai.api.backed.message.generation.with.configurable.models","name":"openai-api-backed message generation with configurable models","description":"Routes staged diff context to OpenAI's API using user-provided API keys, with support for model selection (specific models undocumented but likely GPT-3.5 and GPT-4 based on tags), temperature adjustment for output creativity, custom prompt modification, and token limit configuration. The extension constructs API requests with the diff as context and executes them synchronously within the VS Code process, blocking the UI until the API responds. No local caching, retry logic, or fallback models are documented.","intents":["I want to use different OpenAI models (GPT-3.5 vs GPT-4) depending on my quality/cost tradeoff","I need to customize the prompt template to match my team's specific commit message style","I want to control the creativity level of generated messages via temperature tuning"],"best_for":["teams with OpenAI API budgets who can afford per-generation token costs","developers who want fine-grained control over LLM behavior via temperature and custom prompts","organizations using GPT-4 for higher-quality commit messages despite higher API costs"],"limitations":["API key stored in VS Code settings with unknown security model — likely plaintext or VS Code's credential storage, not encrypted at rest","Blocking UI behavior during API calls — no documented async handling or cancellation support","No retry logic for transient API failures (network timeouts, 5xx errors)","No rate-limit handling — extension will fail if OpenAI API rate limits are exceeded","Token costs scale with diff size — large changesets consume more tokens and increase per-commit cost","No local caching of generated messages — identical diffs will regenerate and re-charge API costs","Specific supported models unknown — documentation only mentions GPT-3.5 and GPT-4 in tags, actual model list undocumented"],"requires":["OpenAI API key with active billing and sufficient quota","Network connectivity to api.openai.com","VS Code settings UI accessible for API key configuration"],"input_types":["OpenAI API key (string)","Model identifier (string, e.g., 'gpt-3.5-turbo')","Temperature parameter (numeric, 0.0-2.0 range typical)","Max tokens limit (numeric)","Custom prompt template (text with placeholder support unknown)"],"output_types":["Commit message text from OpenAI API response","Error messages if API call fails"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_2","uri":"capability://automation.workflow.vs.code.source.control.tab.ui.integration","name":"vs-code-source-control-tab-ui-integration","description":"Embeds a dedicated 'Commit AI Generator' button directly in VS Code's Source Control sidebar tab, allowing users to trigger message generation without leaving the Git workflow UI. The button appears alongside standard Git operations (stage, unstage, commit) and integrates with VS Code's command palette (specific command name undocumented). Clicking the button reads the current staged diff state from VS Code's Git extension and initiates the OpenAI API call, with results displayed in the commit message input field.","intents":["I want to generate a commit message without switching to the terminal or command palette","I need a visual button in my familiar Git UI to trigger AI message generation","I want the generated message to appear directly in the commit message input field for review"],"best_for":["VS Code users who prefer GUI workflows over CLI-based commit tools","teams using VS Code as their primary editor who want minimal context-switching","developers unfamiliar with command-line Git who benefit from visual UI affordances"],"limitations":["Only available in VS Code — no support for other editors (JetBrains IDEs, Vim, Emacs, etc.)","Button location and styling are fixed — no customization of UI placement or appearance","No keyboard shortcut documented — users must click the button each time (no CLI-like efficiency)","Requires VS Code's Git extension to be active — conflicts or disabling the Git extension will break the button","No undo/revert functionality documented — users must manually clear the generated message if unsatisfied","Command palette integration unknown — unclear if users can invoke via Ctrl+Shift+P / Cmd+Shift+P"],"requires":["Visual Studio Code installed","Commit AI Generator extension installed from VS Code Marketplace","VS Code's built-in Git extension enabled (default)","At least one file staged in the Git repository"],"input_types":["User click on 'Commit AI Generator' button","Staged Git changes (accessed via VS Code Git API)"],"output_types":["Generated commit message text inserted into commit message input field","UI feedback (loading state, error messages) in VS Code status bar or notification"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_3","uri":"capability://text.generation.language.commit.convention.aware.message.formatting","name":"commit-convention-aware message formatting","description":"Generates commit messages formatted according to 'popular commit message norms' (specific conventions undocumented, likely Conventional Commits, Angular format, or similar). The extension passes user-selected convention preferences to the OpenAI prompt, which instructs the LLM to format output accordingly. No built-in parsing or validation of generated messages against convention schemas is documented — the extension relies entirely on the LLM's instruction-following to produce correctly formatted output.","intents":["I want commit messages that follow my team's standard convention (e.g., 'feat: add login button') without manually formatting them","I need to enforce consistent commit message structure across the team without manual review","I want to switch between different commit conventions (Conventional Commits, Angular, custom) based on project requirements"],"best_for":["teams adopting Conventional Commits or similar structured commit message formats","projects with automated changelog generation that requires specific commit message formats","organizations enforcing commit message standards via pre-commit hooks or CI/CD checks"],"limitations":["Specific supported conventions are undocumented — unclear which formats are available or how to select them","No validation of generated messages against convention schemas — relies on LLM instruction-following, which can fail","No built-in linting or correction — malformed messages are not detected or auto-corrected","LLM may hallucinate or misinterpret conventions, especially for custom or non-standard formats","No documentation of how to configure custom conventions — users cannot define their own format rules","Temperature and model selection can affect convention compliance — higher temperature may produce non-compliant output"],"requires":["OpenAI API with sufficient context window to understand convention instructions","User knowledge of which convention to select (documentation of available options missing)","Commit message validation tools (separate from this extension) to catch non-compliant output"],"input_types":["Commit convention selection (dropdown or text, format unknown)","Git diff context","Custom prompt template (if user modifies default)"],"output_types":["Formatted commit message string following selected convention","No structured validation output — only raw text"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_4","uri":"capability://text.generation.language.user.configurable.prompt.customization","name":"user-configurable-prompt-customization","description":"Allows users to modify the default prompt template sent to OpenAI via VS Code settings, enabling custom instructions to be injected into the message generation process. The extension stores the custom prompt in VS Code settings and includes it in all subsequent API calls. No prompt validation, syntax checking, or preview of prompt effects is documented — users must manually test to verify their custom prompts produce desired output.","intents":["I want to add custom instructions to commit messages (e.g., 'always include ticket numbers' or 'use past tense')","I need to enforce domain-specific conventions that aren't covered by standard commit message formats","I want to experiment with different prompt styles to find what works best for my team"],"best_for":["teams with custom commit message requirements beyond standard conventions","developers who want to fine-tune LLM behavior without forking the extension","organizations experimenting with different prompt engineering approaches"],"limitations":["No prompt validation — invalid or malformed prompts will be sent to OpenAI API, potentially causing errors or nonsensical output","No preview or dry-run mode — users must commit and review to see prompt effects","Prompt changes apply globally to all future generations — no per-project or per-branch customization","No version control of prompts — custom prompts are stored only in VS Code settings, not in the repository","Prompt injection vulnerabilities possible if users copy untrusted prompts from external sources","No documentation of prompt syntax or available variables (e.g., how to reference the diff, branch name, etc.)","Token cost increases with longer custom prompts — verbose instructions consume more API tokens"],"requires":["VS Code settings UI access","Understanding of prompt engineering and LLM instruction-following","Ability to test and iterate on prompts manually"],"input_types":["Custom prompt template text (string)","Placeholder variables (if supported, format unknown)"],"output_types":["Modified commit message reflecting custom prompt instructions"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_5","uri":"capability://text.generation.language.temperature.based.output.creativity.control","name":"temperature-based-output-creativity-control","description":"Exposes OpenAI's temperature parameter as a configurable setting in VS Code, allowing users to adjust the randomness/creativity of generated commit messages. Lower temperatures (e.g., 0.0-0.5) produce more deterministic, focused messages; higher temperatures (e.g., 1.0-2.0) produce more varied and creative output. The extension passes the user-selected temperature directly to the OpenAI API request. No guidance on recommended temperature ranges for commit messages is documented.","intents":["I want more deterministic, consistent commit messages for automated workflows","I want more creative or varied commit messages to avoid repetitive phrasing","I need to balance between message quality and API token cost (lower temperature = shorter, cheaper messages)"],"best_for":["teams wanting fine-grained control over LLM output variability","developers experimenting with different temperature settings to find optimal quality","projects with strict commit message consistency requirements"],"limitations":["No recommended temperature range documented — users must experiment to find suitable values","Higher temperatures increase risk of non-compliant or nonsensical commit messages","Temperature affects convention compliance — high temperatures may violate commit message format requirements","No validation of temperature values — invalid inputs (e.g., negative numbers) may cause API errors","Temperature is global — cannot be adjusted per-commit or per-project without changing settings","No preview of how temperature affects output — users must generate messages to see effects"],"requires":["Understanding of temperature parameter in LLMs (0.0-2.0 range typical)","Ability to test and iterate on temperature settings"],"input_types":["Temperature numeric value (0.0-2.0 range, typical)"],"output_types":["Commit message with varying creativity/randomness based on temperature setting"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_6","uri":"capability://text.generation.language.token.limit.based.output.length.control","name":"token-limit-based-output-length-control","description":"Allows users to configure a maximum token limit for generated commit messages via VS Code settings, controlling output length and API token consumption. The extension passes the max_tokens parameter to the OpenAI API request, instructing the model to truncate output if it exceeds the limit. No documentation of default token limits or recommended values for commit messages is provided.","intents":["I want to limit commit message length to enforce conciseness","I need to control API token costs by capping output length","I want to ensure generated messages fit within my team's commit message length standards"],"best_for":["teams with strict commit message length requirements","developers wanting to minimize API token consumption per generation","projects with automated commit message validation that enforces length limits"],"limitations":["Default token limit unknown — users must manually configure to control output length","Token limits are approximate — OpenAI may truncate mid-word or mid-sentence, producing incomplete messages","No validation of token limit values — invalid inputs may cause API errors","Token limit is global — cannot be adjusted per-commit or per-project without changing settings","Overly restrictive token limits may produce incomplete or incoherent messages","No preview of how token limits affect output — users must generate messages to see effects"],"requires":["Understanding of token counting in OpenAI models (approximate 4 characters per token)","Ability to test and iterate on token limit settings"],"input_types":["Max tokens numeric value (integer, typical range 50-500 for commit messages)"],"output_types":["Commit message truncated to max token limit"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_7","uri":"capability://data.processing.analysis.git.staged.changes.context.extraction","name":"git-staged-changes-context-extraction","description":"Extracts the unified diff of staged Git changes by querying VS Code's Git extension API, without shelling out to the git CLI. The extension reads the current repository state from VS Code's Git model and constructs the diff context to send to OpenAI. Only staged changes are included — unstaged modifications are ignored. No support for accessing commit history, branch information, or file content beyond the staged diff is documented.","intents":["I want the AI to understand what code I've staged so it can generate an accurate commit message","I need the extension to automatically detect my staged changes without manual input","I want to ensure only staged changes are considered, not unstaged work"],"best_for":["developers using VS Code's Git UI who want seamless integration with staged changes","teams using Git workflows that rely on staging as a review step","projects where commit messages must accurately reflect staged changes"],"limitations":["Only staged changes are included — cannot generate messages for unstaged modifications","No access to commit history — cannot generate messages aware of previous commits or patterns","No branch context — cannot reference branch names or merge information in generated messages","No file content beyond diff — cannot analyze full file context, only changes","Large diffs may exceed OpenAI's context window — no automatic diff truncation or summarization documented","Binary files in staged changes may cause API errors — no handling of non-text file types documented","Requires VS Code's Git extension to be active — conflicts or disabling Git extension will break context extraction"],"requires":["VS Code's built-in Git extension enabled","Git repository initialized in the workspace","At least one file staged in Git"],"input_types":["Git staged changes (unified diff format)"],"output_types":["Diff context string passed to OpenAI API"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-coodo-commit-generator__cap_8","uri":"capability://tool.use.integration.freemium.pricing.with.openai.api.passthrough","name":"freemium-pricing-with-openai-api-passthrough","description":"The extension itself is free to install from VS Code Marketplace, but requires users to provide their own OpenAI API key and pay OpenAI directly for token consumption. No free tier, credits, or usage limits are provided by the extension — all costs are passed through to OpenAI's pricing model. Users pay per API call based on the model selected (GPT-3.5 cheaper than GPT-4) and the number of tokens consumed (diff size + prompt length + output length).","intents":["I want to use AI-generated commit messages without paying for a separate service subscription","I need to control my costs by choosing cheaper models (GPT-3.5) or limiting token usage","I want to use my existing OpenAI API account and budget for commit message generation"],"best_for":["developers with existing OpenAI API accounts and budgets","teams that prefer pay-per-use pricing over subscription models","cost-conscious users who want to minimize per-commit expenses"],"limitations":["No free tier or trial — users must have an active OpenAI API account with billing enabled","No usage tracking or cost estimation — users cannot predict per-commit costs before generation","No cost controls or spending limits — extension will continue generating messages and incurring charges until API quota is exhausted","API key must be stored in VS Code settings — security model for key storage is undocumented","No bulk discounts or team pricing — each user must maintain their own API key and account","Costs scale with diff size — large changesets consume more tokens and increase per-commit cost","No caching or deduplication — identical diffs will regenerate and re-charge API costs"],"requires":["Active OpenAI API account with valid billing","OpenAI API key with sufficient quota and balance","Understanding of OpenAI's pricing model and token counting"],"input_types":["OpenAI API key (user-provided)"],"output_types":["Commit message (cost incurred per generation)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["Visual Studio Code (minimum version unknown, likely 1.50+)","Git installed and accessible on system PATH","Active OpenAI API account with valid API key","Internet connectivity to reach OpenAI API endpoints","At least one file staged in Git (non-empty diff)","OpenAI API key with active billing and sufficient quota","Network connectivity to api.openai.com","VS Code settings UI accessible for API key configuration","Visual Studio Code installed","Commit AI Generator extension installed from VS Code Marketplace"],"failure_modes":["Only analyzes staged changes; cannot generate messages for unstaged modifications","Requires internet connectivity and active OpenAI API account — no offline or local-only mode available","Each generation consumes OpenAI API tokens, incurring per-usage costs that scale with diff size and model complexity","No built-in handling of OpenAI rate limits or quota exhaustion — failures not gracefully handled","Cannot access commit history or branch context to generate messages aware of project history","Specific commit message conventions supported are undocumented — unclear if Conventional Commits, Angular, or custom formats are prioritized","API key stored in VS Code settings with unknown security model — likely plaintext or VS Code's credential storage, not encrypted at rest","Blocking UI behavior during API calls — no documented async handling or cancellation support","No retry logic for transient API failures (network timeouts, 5xx errors)","No rate-limit handling — extension will fail if OpenAI API rate limits are exceeded","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.3,"quality":0.43,"ecosystem":0.35000000000000003,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-05-03T15:20:31.090Z","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=commit-ai-generator","compare_url":"https://unfragile.ai/compare?artifact=commit-ai-generator"}},"signature":"OM1yXBzvr9Bbh6MSD0rGerfSgYi64PqWVroPsvZoSkSFiUhs9E7PQ38oo/64/BsdaMVkKEGuuEvzHq0D8rkIBg==","signedAt":"2026-06-20T12:00:08.373Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/commit-ai-generator","artifact":"https://unfragile.ai/commit-ai-generator","verify":"https://unfragile.ai/api/v1/verify?slug=commit-ai-generator","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"}}