{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_gitpoet","slug":"gitpoet","name":"GitPoet","type":"product","url":"https://www.gitpoet.dev","page_url":"https://unfragile.ai/gitpoet","categories":["code-editors"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_gitpoet__cap_0","uri":"capability://code.generation.editing.diff.to.commit.message.generation.with.semantic.analysis","name":"diff-to-commit-message generation with semantic analysis","description":"Analyzes git diffs by parsing file changes, method signatures, and code patterns to generate contextually appropriate commit messages. The system likely tokenizes the diff content, extracts semantic meaning from added/removed/modified code blocks, and uses a language model to synthesize a natural language summary that captures intent rather than just listing file names. This approach preserves code context without requiring full file parsing.","intents":["Generate a meaningful commit message from staged changes without manually writing one","Quickly summarize what changed in a feature branch before pushing","Reduce time spent context-switching between coding and commit message composition"],"best_for":["Individual developers working on solo projects or small features","Teams with inconsistent commit message quality looking for lightweight enforcement","Developers who frequently switch between multiple branches and want faster context capture"],"limitations":["May produce generic or oversimplified messages for diffs larger than ~500 lines or with multiple unrelated changes","Cannot infer business context or feature intent beyond code structure — relies purely on syntactic diff analysis","No mechanism to learn project-specific terminology or conventions, so domain-specific jargon may be missed or generalized","Performance degrades on monorepo diffs with hundreds of file changes due to token limits in underlying LLM"],"requires":["Git repository with staged or unstaged changes","Network connectivity to GitPoet API or local LLM endpoint (if self-hosted)","Git version 2.0+ for diff generation"],"input_types":["git diff output (unified diff format)","staged changes from git index","file paths and line-level modifications"],"output_types":["plain text commit message (single line or multi-line with body)","structured commit message (title + description)"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitpoet__cap_1","uri":"capability://text.generation.language.conventional.commit.format.enforcement.and.suggestion","name":"conventional commit format enforcement and suggestion","description":"Generates commit messages that adhere to Conventional Commits specification (feat:, fix:, docs:, etc.) by classifying the type of change from the diff and structuring output accordingly. The system likely uses pattern matching or classification logic to detect change types (bug fixes, feature additions, refactoring, documentation) and formats the message with appropriate prefixes, scopes, and breaking change indicators. This ensures consistency across team commits without manual enforcement.","intents":["Ensure all commits follow Conventional Commits format for automated changelog generation","Automatically categorize changes as features, fixes, or other types without manual selection","Generate properly scoped commit messages that identify which module or component was modified"],"best_for":["Teams using semantic versioning and automated release pipelines","Projects that generate changelogs from commit history","Organizations enforcing commit message standards across multiple repositories"],"limitations":["Scope inference is heuristic-based and may misidentify component boundaries in unfamiliar project structures","Cannot detect breaking changes reliably without explicit code patterns (e.g., API signature changes) — may miss semantic breaking changes","No configuration mechanism to customize scope naming or commit type taxonomy for domain-specific workflows"],"requires":["Git repository with clear file structure or naming conventions","Familiarity with Conventional Commits specification (optional but recommended for best results)"],"input_types":["git diff with file paths and code changes","implicit project structure from file organization"],"output_types":["formatted commit message string (e.g., 'feat(auth): add JWT token refresh mechanism')","structured metadata (type, scope, breaking-change flag)"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitpoet__cap_2","uri":"capability://text.generation.language.multi.file.change.summarization.with.change.type.detection","name":"multi-file change summarization with change-type detection","description":"Processes diffs spanning multiple files and synthesizes a single coherent commit message that captures the overall intent of the changeset. The system likely groups related file changes, detects patterns across files (e.g., all files are refactoring vs. adding new features), and generates a message that reflects the high-level goal rather than listing individual file modifications. This requires understanding file relationships and change semantics across the entire diff.","intents":["Create a single meaningful commit message for a feature that touches multiple files","Summarize refactoring work that spans multiple modules without listing every file","Capture the intent of a cross-cutting change (e.g., dependency upgrade) across the codebase"],"best_for":["Developers working on feature branches with multiple related changes","Teams performing large refactorings or dependency upgrades","Projects with modular architecture where changes naturally span multiple files"],"limitations":["Struggles with unrelated changes in a single commit (e.g., bug fix + documentation + refactoring) — may produce confusing or overly generic messages","Cannot distinguish between intentional multi-file changes and accidental commits of unrelated work","Performance degrades significantly with diffs exceeding 1000 lines or 50+ files due to token limits and context window constraints","May miss subtle relationships between files if they don't share obvious naming patterns or directory structure"],"requires":["Git diff with multiple file paths","Reasonable file organization (e.g., related files in same directory or with consistent naming)"],"input_types":["unified diff format with multiple file sections","file paths and line-level changes across multiple files"],"output_types":["single coherent commit message summarizing all changes","optional: list of affected components or modules"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitpoet__cap_3","uri":"capability://tool.use.integration.git.workflow.integration.with.staged.unstaged.change.detection","name":"git workflow integration with staged/unstaged change detection","description":"Integrates directly with git's staging area and working directory to automatically detect and analyze staged or unstaged changes without requiring manual diff export. The system likely hooks into git commands (via pre-commit hooks, CLI wrappers, or IDE plugins) to intercept diff generation at the point of commit, extract the diff in real-time, and present suggestions before the commit is finalized. This enables seamless integration into existing git workflows.","intents":["Generate commit message suggestions directly from the git staging area without copying diffs manually","Integrate commit message generation into IDE or git client workflows","Automatically suggest messages when running 'git commit' or equivalent commands"],"best_for":["Developers using standard git workflows (CLI, GitHub Desktop, VS Code, etc.)","Teams wanting to adopt better commit messages without changing their tools or processes","Individual developers who want instant suggestions without context-switching"],"limitations":["Integration method unclear from public documentation — may require manual CLI invocation or IDE plugin installation rather than transparent git hook integration","No visible support for git worktrees, submodules, or non-standard repository structures","Cannot detect intent from commit message drafts already in progress — only analyzes diff, not partial text","Requires network call to GitPoet API for each commit, adding latency to the commit workflow"],"requires":["Git repository with at least one staged or unstaged change","Network connectivity to GitPoet service (or local deployment option if available)","Git 2.0+ for diff generation"],"input_types":["git staging area state","working directory changes","git diff output from 'git diff' or 'git diff --cached'"],"output_types":["suggested commit message text","optional: confidence score or alternative suggestions"],"categories":["tool-use-integration","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitpoet__cap_4","uri":"capability://tool.use.integration.free.tier.unlimited.commit.message.generation.without.token.limits","name":"free-tier unlimited commit message generation without token limits","description":"Provides unrestricted access to commit message generation without usage quotas, rate limiting, or token consumption tracking. The system likely uses a cost-efficient inference backend or batching strategy to serve requests without per-request billing, enabling developers to generate as many commit messages as needed without worrying about API costs or quota exhaustion. This is a significant differentiator from LLM-based tools that charge per API call.","intents":["Generate commit messages for unlimited commits without incurring API costs","Experiment with the tool freely before committing to a paid plan","Use GitPoet in CI/CD pipelines or batch workflows without cost concerns"],"best_for":["Individual developers and small teams with limited budgets","Open-source projects that cannot afford per-request API costs","Organizations evaluating the tool before enterprise adoption"],"limitations":["Free tier sustainability is unclear — no visible monetization model, raising questions about long-term availability","No documented SLA or uptime guarantees for free tier, unlike paid services","May have undocumented rate limits or quality degradation during high-traffic periods","No premium features or priority support visible, limiting upgrade path for power users"],"requires":["Internet connectivity to GitPoet service","No API key or authentication required (if truly free and open)"],"input_types":["git diff output"],"output_types":["commit message suggestions"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitpoet__cap_5","uri":"capability://tool.use.integration.lightweight.stateless.inference.without.persistent.configuration.or.learning","name":"lightweight stateless inference without persistent configuration or learning","description":"Generates commit messages on-demand without maintaining user-specific configuration, learning from past commits, or storing project context. Each request is processed independently using only the current diff and generic language model knowledge, without fine-tuning to project conventions or team standards. This keeps the system simple and stateless but limits personalization and domain adaptation.","intents":["Get instant commit message suggestions without setup or configuration","Use GitPoet across multiple projects without per-project customization","Avoid vendor lock-in by using a tool that doesn't require data retention or account setup"],"best_for":["Developers who want zero-setup commit message generation","Teams with diverse projects that don't share commit conventions","Privacy-conscious users who prefer not to store project context with a service"],"limitations":["Cannot learn project-specific terminology, naming conventions, or domain jargon — generates generic messages that may not match team standards","No ability to enforce custom commit message formats or scopes beyond Conventional Commits","Cannot improve suggestions over time based on developer feedback or accepted/rejected messages","Each request is independent, so context from previous commits in the same branch is lost"],"requires":["No persistent account or configuration required","Git diff as input"],"input_types":["git diff output (stateless, no project history)"],"output_types":["commit message suggestion"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"low","permissions":["Git repository with staged or unstaged changes","Network connectivity to GitPoet API or local LLM endpoint (if self-hosted)","Git version 2.0+ for diff generation","Git repository with clear file structure or naming conventions","Familiarity with Conventional Commits specification (optional but recommended for best results)","Git diff with multiple file paths","Reasonable file organization (e.g., related files in same directory or with consistent naming)","Git repository with at least one staged or unstaged change","Network connectivity to GitPoet service (or local deployment option if available)","Git 2.0+ for diff generation"],"failure_modes":["May produce generic or oversimplified messages for diffs larger than ~500 lines or with multiple unrelated changes","Cannot infer business context or feature intent beyond code structure — relies purely on syntactic diff analysis","No mechanism to learn project-specific terminology or conventions, so domain-specific jargon may be missed or generalized","Performance degrades on monorepo diffs with hundreds of file changes due to token limits in underlying LLM","Scope inference is heuristic-based and may misidentify component boundaries in unfamiliar project structures","Cannot detect breaking changes reliably without explicit code patterns (e.g., API signature changes) — may miss semantic breaking changes","No configuration mechanism to customize scope naming or commit type taxonomy for domain-specific workflows","Struggles with unrelated changes in a single commit (e.g., bug fix + documentation + refactoring) — may produce confusing or overly generic messages","Cannot distinguish between intentional multi-file changes and accidental commits of unrelated work","Performance degrades significantly with diffs exceeding 1000 lines or 50+ files due to token limits and context window constraints","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":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.892Z","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=gitpoet","compare_url":"https://unfragile.ai/compare?artifact=gitpoet"}},"signature":"rDCTPJWY3Ydp9Ip6jh6mE/+CQBShON9PMSfpiShpt6/r6h4SYwU6KJ8ZvvNI1UMPdp8vDACmPGurvg6FbShABg==","signedAt":"2026-06-21T10:12:22.981Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gitpoet","artifact":"https://unfragile.ai/gitpoet","verify":"https://unfragile.ai/api/v1/verify?slug=gitpoet","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"}}