{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_aicommit","slug":"aicommit","name":"AICommit","type":"extension","url":"https://aicommit.app","page_url":"https://unfragile.ai/aicommit","categories":["code-editors"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_aicommit__cap_0","uri":"capability://code.generation.editing.staged.diff.aware.commit.message.generation","name":"staged-diff-aware commit message generation","description":"Analyzes staged Git changes by extracting the unified diff from the VCS panel, sends the diff payload to a configurable AI provider (OpenAI, Claude, Gemini, Azure OpenAI, or Ollama), and generates a semantically meaningful commit message in under 2 seconds. The diff is processed locally before transmission to reduce latency, and the generated message respects user-defined prompt templates for formatting (e.g., Conventional Commits). This approach ensures the AI sees only staged changes, not the entire codebase, reducing context noise and API costs.","intents":["I want to automatically generate a commit message from my staged changes without manually typing one","I need consistent commit message formatting across my team without enforcing strict linting rules","I want to reduce the cognitive load of writing descriptive commit messages for routine changes","I need to generate commit messages that follow a specific convention (e.g., feat:, fix:, docs:) automatically"],"best_for":["JetBrains IDE users (IntelliJ IDEA, WebStorm, etc.) who commit frequently and want to eliminate repetitive message composition","Teams standardizing on Conventional Commits or other structured commit message formats","Developers who want AI assistance without switching to a full-featured coding assistant platform"],"limitations":["Limited to staged changes only — cannot analyze unstaged modifications or commit history for context","Quality degrades significantly with multi-purpose or messy commits; AI cannot infer intent from unclear diffs","Requires API credentials for cloud providers (OpenAI, Claude, Gemini, Azure) unless using local Ollama; no offline-first option for cloud providers","No built-in commit message validation or linting — relies entirely on AI output quality","Cannot access file history, blame information, or related commits to improve message relevance"],"requires":["JetBrains IDE (IntelliJ IDEA, WebStorm, or other IntelliJ-platform IDE) with unknown minimum version","Plugin installed from JetBrains Marketplace","Git repository initialized and staged changes present","API key for at least one configured provider: OpenAI, Azure OpenAI, Google Gemini, Anthropic Claude, or local Ollama instance"],"input_types":["unified diff (from staged Git changes)","custom prompt template (optional, user-defined)"],"output_types":["plain text commit message","formatted commit message (Conventional Commits, Release Notes, or custom template)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aicommit__cap_1","uri":"capability://tool.use.integration.multi.provider.ai.model.selection.with.dynamic.switching","name":"multi-provider ai model selection with dynamic switching","description":"Exposes a user-facing provider selection interface within the IDE settings that allows switching between OpenAI, Azure OpenAI, Google Gemini, Anthropic Claude, Ollama, and custom API endpoints without restarting the IDE or editing configuration files. Each provider requires independent API key configuration (method of storage unknown). This architecture decouples the commit message generation logic from provider-specific API implementations, enabling users to evaluate different models, switch to local inference via Ollama, or migrate providers without plugin reinstallation.","intents":["I want to try different AI models (GPT-4, Claude, Gemini) to see which generates the best commit messages for my workflow","I need to switch from a cloud provider to local inference (Ollama) to avoid API costs or data transmission","I want to use Azure OpenAI instead of public OpenAI for compliance or organizational reasons","I need to test a custom or self-hosted API endpoint without modifying plugin code"],"best_for":["Developers evaluating multiple AI providers for cost, quality, or privacy reasons","Organizations with strict data governance requiring local-only or private cloud inference","Teams migrating between AI providers without disrupting their development workflow","Users who want to avoid vendor lock-in by maintaining flexibility across multiple AI backends"],"limitations":["Provider switching requires manual configuration of API keys per provider; no automated credential migration","Unknown whether model selection is exposed per provider (e.g., GPT-4 vs GPT-3.5) or only provider-level switching","Custom API endpoint support mentioned but not detailed — schema, authentication method, and compatibility unknown","No built-in provider health checks or fallback logic if primary provider is unavailable","Ollama integration requires local setup and running Ollama service; no guidance on model selection or performance tuning"],"requires":["JetBrains IDE with AICommit plugin installed","API key for at least one provider: OpenAI API key, Azure OpenAI credentials, Google Gemini API key, Anthropic Claude API key, or local Ollama instance running on accessible network","Network access to configured provider (except Ollama, which can run locally)"],"input_types":["provider selection (user choice from dropdown or settings)","API credentials (API key, endpoint URL, authentication method)"],"output_types":["provider configuration (stored in IDE settings, format unknown)","active provider identifier (used for subsequent API calls)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aicommit__cap_2","uri":"capability://code.generation.editing.customizable.prompt.templates.for.commit.message.formatting","name":"customizable prompt templates for commit message formatting","description":"Provides a template system that allows users to define custom prompts sent to the AI provider, controlling the format and style of generated commit messages. Built-in templates are provided for Conventional Commits and Release Notes. Users can create custom templates (syntax and schema unknown) to enforce specific conventions, add project-specific context, or generate alternative outputs (e.g., release notes, changelog entries). The selected template is applied to the staged diff before API transmission, ensuring consistent output formatting without post-processing.","intents":["I want all commit messages to follow Conventional Commits format (feat:, fix:, docs:) automatically","I need to generate release notes or changelog entries from my commits using the same AI analysis","I want to enforce team-specific commit message conventions (e.g., including ticket numbers, specific keywords)","I need to customize the AI prompt to include project context or style guidelines"],"best_for":["Teams with standardized commit message conventions (Conventional Commits, Angular style, etc.)","Projects that generate release notes or changelogs from commit messages","Organizations that want to enforce commit message standards without external linting tools","Developers who need project-specific context in generated messages (e.g., ticket prefixes, domain-specific terminology)"],"limitations":["Template syntax and schema are undocumented — unclear how to define custom templates or what variables are available","No validation of custom templates; malformed templates may produce unpredictable AI output","Built-in templates limited to Conventional Commits and Release Notes; other formats require custom template creation","Templates are static; no dynamic context injection (e.g., current branch name, ticket number from issue tracker)","No template versioning or rollback; changes to templates apply immediately to all future generations"],"requires":["JetBrains IDE with AICommit plugin installed","Understanding of template syntax (undocumented; requires trial and error or community examples)","Configured AI provider with API credentials"],"input_types":["template definition (custom text with unknown variable syntax)","staged diff (passed to template for processing)"],"output_types":["formatted commit message (respecting template structure and style)","alternative outputs (release notes, changelog entries, etc., depending on template)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aicommit__cap_3","uri":"capability://tool.use.integration.local.only.code.processing.with.ollama.integration","name":"local-only code processing with ollama integration","description":"Integrates with Ollama, an open-source local LLM runtime, to enable commit message generation without transmitting code or diffs to cloud providers. Staged diffs are processed locally by Ollama-hosted models (e.g., Llama 2, Mistral, etc.), keeping all code on-premises. This architecture allows organizations with strict data governance, air-gapped networks, or privacy requirements to use AICommit without cloud dependencies. Ollama is configured as a provider option alongside cloud providers, enabling users to toggle between local and cloud inference.","intents":["I need to generate commit messages without sending code to external APIs for compliance or security reasons","I want to avoid API costs and rate limits by running inference locally on my machine or private infrastructure","I need to work in an air-gapped or offline environment where cloud API access is unavailable","I want to use open-source models (Llama, Mistral, etc.) instead of proprietary cloud models"],"best_for":["Organizations with strict data governance, HIPAA, SOC 2, or other compliance requirements prohibiting cloud code transmission","Teams working in air-gapped or offline environments without internet access to cloud APIs","Developers who want to avoid API costs and rate limits by running inference locally","Projects using open-source models for philosophical or licensing reasons"],"limitations":["Requires Ollama to be installed and running on the local machine or accessible network; no built-in Ollama installation or setup guidance","Model quality and speed depend on local hardware (GPU, RAM, CPU); smaller models may produce lower-quality commit messages than cloud providers","No built-in model management; users must manually download and manage Ollama models","Ollama integration method unknown — unclear whether it requires specific configuration (endpoint URL, authentication) or auto-discovery","No performance benchmarks or model recommendations provided; users must experiment to find suitable models","Offline operation is local-only; no synchronization or backup of generated messages"],"requires":["JetBrains IDE with AICommit plugin installed","Ollama installed and running (https://ollama.ai or equivalent)","Ollama model downloaded locally (e.g., ollama pull llama2)","Network access from IDE to Ollama endpoint (localhost:11434 or custom endpoint)","Sufficient local hardware (GPU recommended for reasonable inference speed)"],"input_types":["staged diff (from Git)","Ollama model identifier (e.g., 'llama2', 'mistral')"],"output_types":["commit message (generated locally by Ollama model)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aicommit__cap_4","uri":"capability://automation.workflow.one.click.commit.message.generation.from.vcs.panel","name":"one-click commit message generation from vcs panel","description":"Provides a single-click button in the JetBrains IDE's native VCS (Git) commit panel that triggers commit message generation. The button is contextually available only when staged changes are present, reducing UI clutter. Clicking the button extracts the staged diff, sends it to the configured AI provider, and populates the commit message field with the generated output in under 2 seconds. This tight integration with the native Git workflow eliminates context switching and makes AI-assisted commit message composition a native IDE feature.","intents":["I want to generate a commit message without leaving the commit dialog or using external tools","I need a fast, one-click way to populate the commit message field without typing","I want the AI commit feature to feel like a native IDE feature, not a separate tool"],"best_for":["JetBrains IDE users who commit frequently and want minimal friction in their workflow","Developers who prefer IDE-native features over external tools or terminal commands","Teams that want to standardize on a single IDE plugin for commit automation"],"limitations":["Only accessible from the VCS commit panel; no terminal or command-line integration (terminal integration mentioned but not detailed)","Requires staged changes to be present; cannot generate messages for unstaged or uncommitted changes","One-click generation is synchronous; IDE may freeze for up to 2 seconds during API call (latency depends on provider and network)","No keyboard shortcut documented; users must click the button each time (reduces efficiency vs. keybinding)","Generated message overwrites the commit message field; no merge or append option if user has already typed a partial message"],"requires":["JetBrains IDE (IntelliJ IDEA, WebStorm, etc.) with AICommit plugin installed","Git repository initialized with staged changes","Configured AI provider with valid API credentials"],"input_types":["user click on 'Generate' button in VCS commit panel"],"output_types":["commit message (populated in IDE's commit message field)"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aicommit__cap_5","uri":"capability://automation.workflow.freemium.pricing.with.free.tier.for.students.and.teachers","name":"freemium pricing with free tier for students and teachers","description":"Offers a freemium pricing model with a free tier available to students and teachers (specific usage limits and renewal terms unknown). Paid tiers are available for individual developers and teams, with a reported 58% renewal rate suggesting a subscription model. The free tier lowers barriers to entry, allowing developers to evaluate the plugin before committing to a paid plan. Pricing details are not fully documented in available sources.","intents":["I want to try AICommit for free before deciding to pay for a subscription","I'm a student or teacher and want access to AI-assisted development tools without cost","I need to evaluate whether AICommit is worth the subscription cost for my team"],"best_for":["Individual developers evaluating the plugin before committing to a paid plan","Students and teachers with limited budgets who want access to AI-assisted development","Teams considering adoption and wanting to test the plugin with a subset of users"],"limitations":["Free tier terms are undocumented — unknown usage limits, message generation quota, or renewal period","Student/teacher eligibility criteria unknown — unclear how educational status is verified","Pricing for paid tiers not documented in available sources","Renewal rate of 58% suggests some churn; reasons for non-renewal unknown","No information on trial period length, feature parity between free and paid tiers, or upgrade path"],"requires":["JetBrains IDE with AICommit plugin installed","Free tier: Educational email or verified student/teacher status (verification method unknown)","Paid tier: Valid payment method and subscription agreement"],"input_types":["user account or subscription information"],"output_types":["access to AICommit features (free or paid tier)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aicommit__cap_6","uri":"capability://automation.workflow.team.wide.commit.message.standardization.without.linting","name":"team-wide commit message standardization without linting","description":"Enables teams to standardize commit message format and style across developers by centralizing AI-based message generation, eliminating the need for external commit message linting tools (e.g., commitlint, husky). All developers using AICommit with the same template configuration generate messages in a consistent format automatically. This approach standardizes messages at generation time rather than validation time, reducing friction and enforcement overhead. Teams can share template configurations (method unknown) to ensure consistency without requiring pre-commit hooks or CI/CD validation.","intents":["I want my team to follow a consistent commit message format without enforcing strict linting rules","I need to reduce commit message inconsistency without adding pre-commit hooks or CI/CD validation","I want to standardize on Conventional Commits across my team without requiring developers to learn the format","I need to ensure all commit messages include required information (e.g., ticket numbers, type prefixes) automatically"],"best_for":["Teams that want to standardize commit messages without adding pre-commit hooks or CI/CD validation","Organizations adopting Conventional Commits or other structured commit message formats","Projects that generate changelogs or release notes from commit messages and need consistent formatting","Teams that want to reduce cognitive load on developers by automating message composition"],"limitations":["Requires all team members to install and configure AICommit; no centralized enforcement for developers who don't use the plugin","Template sharing mechanism unknown — unclear how teams distribute and version control custom templates","No audit trail or enforcement; developers can manually edit generated messages, breaking standardization","Quality depends on diff clarity; messy or multi-purpose commits produce inconsistent output regardless of template","No integration with CI/CD or pre-commit hooks to validate or enforce message standards","Developers who bypass the plugin (e.g., using git commit -m directly) are not subject to standardization"],"requires":["All team members have JetBrains IDE with AICommit plugin installed","Shared template configuration (method of distribution unknown)","Configured AI provider with sufficient API quota for team usage"],"input_types":["staged diff (from each developer's local Git)","shared template configuration"],"output_types":["standardized commit message (consistent format across team)"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["JetBrains IDE (IntelliJ IDEA, WebStorm, or other IntelliJ-platform IDE) with unknown minimum version","Plugin installed from JetBrains Marketplace","Git repository initialized and staged changes present","API key for at least one configured provider: OpenAI, Azure OpenAI, Google Gemini, Anthropic Claude, or local Ollama instance","JetBrains IDE with AICommit plugin installed","API key for at least one provider: OpenAI API key, Azure OpenAI credentials, Google Gemini API key, Anthropic Claude API key, or local Ollama instance running on accessible network","Network access to configured provider (except Ollama, which can run locally)","Understanding of template syntax (undocumented; requires trial and error or community examples)","Configured AI provider with API credentials","Ollama installed and running (https://ollama.ai or equivalent)"],"failure_modes":["Limited to staged changes only — cannot analyze unstaged modifications or commit history for context","Quality degrades significantly with multi-purpose or messy commits; AI cannot infer intent from unclear diffs","Requires API credentials for cloud providers (OpenAI, Claude, Gemini, Azure) unless using local Ollama; no offline-first option for cloud providers","No built-in commit message validation or linting — relies entirely on AI output quality","Cannot access file history, blame information, or related commits to improve message relevance","Provider switching requires manual configuration of API keys per provider; no automated credential migration","Unknown whether model selection is exposed per provider (e.g., GPT-4 vs GPT-3.5) or only provider-level switching","Custom API endpoint support mentioned but not detailed — schema, authentication method, and compatibility unknown","No built-in provider health checks or fallback logic if primary provider is unavailable","Ollama integration requires local setup and running Ollama service; no guidance on model selection or performance tuning","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:29.132Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=aicommit","compare_url":"https://unfragile.ai/compare?artifact=aicommit"}},"signature":"uiPGRnV3/kKEWo26txP6rN2gVWSUpkFZWZhJ6nqpEC7F5STz9GVde0TujBblADxx+2w1S93HiA6L58dRLbFbDg==","signedAt":"2026-06-20T06:37:57.674Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aicommit","artifact":"https://unfragile.ai/aicommit","verify":"https://unfragile.ai/api/v1/verify?slug=aicommit","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"}}