{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"github-frankbria--ralph-claude-code","slug":"frankbria--ralph-claude-code","name":"ralph-claude-code","type":"agent","url":"https://github.com/frankbria/ralph-claude-code","page_url":"https://unfragile.ai/frankbria--ralph-claude-code","categories":["automation"],"tags":["ai","ai-agent","ai-agents","ai-development","ai-development-tools","claude-code","claude-code-cli","development-tools","development-workflow"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"github-frankbria--ralph-claude-code__cap_0","uri":"capability://automation.workflow.autonomous.iterative.development.loop.with.claude.code.cli.orchestration","name":"autonomous iterative development loop with claude code cli orchestration","description":"Implements a continuous execution loop that repeatedly invokes the Claude Code CLI with 15-minute timeouts, analyzes responses for completion signals, and automatically re-enters the loop for multi-step development tasks. The loop integrates five quality gates: rate limiting checks via can_make_call(), circuit breaker pre-checks via should_halt_execution() to detect stagnation, exit detection via should_exit_gracefully() to identify task completion, Claude execution with timeout enforcement, and post-execution analysis via analyze_response() and record_loop_result() to evaluate progress and decide whether to continue or exit.","intents":["I want to run Claude Code multiple times automatically without manual intervention between iterations","I need an agent that can break down a development task into multiple Claude Code invocations and chain them together","I want to prevent infinite loops and detect when a task is actually complete"],"best_for":["solo developers building multi-step features that require iterative refinement","teams automating repetitive code generation workflows","developers prototyping autonomous development agents with Claude"],"limitations":["15-minute timeout per Claude Code invocation may be insufficient for very large codebases or complex refactoring tasks","Exit detection relies on heuristic analysis of Claude responses, not guaranteed to catch all completion states","No built-in persistence across system reboots — state files stored in ~/.ralph/ directory are lost if process terminates unexpectedly","Bash-only implementation limits cross-platform compatibility (Windows requires WSL or Git Bash)"],"requires":["Claude Code CLI installed and accessible in PATH","ANTHROPIC_API_KEY environment variable set with valid Anthropic API credentials","Bash 4.0 or higher","Unix-like environment (Linux, macOS, or Windows with WSL)","Write permissions to ~/.ralph/ directory for state file storage"],"input_types":["task description in PROMPT.md","project structure and existing code files","configuration parameters in .ralph.config"],"output_types":["generated code files written to project directory","execution logs in ~/.ralph/logs/","state tracking files in ~/.ralph/state/","exit status code indicating completion or failure"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_1","uri":"capability://planning.reasoning.intelligent.exit.detection.with.multi.signal.analysis","name":"intelligent exit detection with multi-signal analysis","description":"Analyzes Claude Code responses using the should_exit_gracefully() function to detect task completion by evaluating multiple signals: explicit completion markers in Claude's output, convergence detection (no meaningful changes between iterations), error state analysis, and timeout conditions. The response_analyzer.sh library module implements two-stage error filtering to distinguish between recoverable errors (retry) and terminal errors (exit), using pattern matching against known Claude Code failure modes and success indicators.","intents":["I want the agent to automatically stop when a task is genuinely complete, not after an arbitrary number of iterations","I need to detect when Claude has hit a dead-end or unrecoverable error state and exit gracefully","I want to avoid wasting API calls on iterations that won't produce meaningful progress"],"best_for":["developers building self-terminating autonomous agents","teams running Ralph on shared infrastructure with API cost constraints","projects where task completion is well-defined and detectable from Claude's output"],"limitations":["Exit detection is heuristic-based and may fail to detect completion in novel or ambiguous task states","Requires well-structured PROMPT.md instructions that include explicit completion criteria for Claude to signal","Cannot detect completion based on external system state (e.g., tests passing) — only analyzes Claude's text output","Pattern matching in response_analyzer.sh is regex-based and may produce false positives/negatives on unusual Claude responses"],"requires":["PROMPT.md file with clear completion criteria documented","response_analyzer.sh library module in ~/.ralph/lib/","Previous loop iteration results stored in state files for convergence detection"],"input_types":["Claude Code CLI stdout/stderr output","previous iteration state from ~/.ralph/state/last_response.txt","task definition from PROMPT.md"],"output_types":["boolean exit decision (0 = continue, 1 = exit)","exit reason string for logging","convergence metrics (lines changed, files modified)"],"categories":["planning-reasoning","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_10","uri":"capability://tool.use.integration.claude.code.cli.invocation.with.timeout.enforcement.and.output.capture","name":"claude code cli invocation with timeout enforcement and output capture","description":"Implements execute_claude_code() function that invokes the Claude Code CLI with a 15-minute timeout using the timeout command, captures stdout/stderr to temporary files, and parses the output to extract generated code and status information. The function handles timeout scenarios (kills the process and logs timeout error), exit codes from Claude Code, and streams output to both log files and the terminal for real-time visibility.","intents":["I want to run Claude Code with a safety timeout to prevent hung processes","I need to capture Claude Code output for analysis and logging","I want to handle Claude Code failures gracefully without crashing Ralph"],"best_for":["autonomous agents that need to invoke Claude Code reliably","scenarios where hung processes must be prevented (shared infrastructure)","debugging where full output capture is needed"],"limitations":["15-minute timeout is hardcoded — no configuration option to adjust per-project","Timeout enforcement relies on the timeout command, which may not work on all systems (Windows, some BSD variants)","Output capture uses temporary files — large Claude Code outputs may consume significant disk space","No streaming output to remote systems — output is only available locally"],"requires":["Claude Code CLI installed and in PATH","timeout command available (GNU coreutils on Linux, macOS)","ANTHROPIC_API_KEY environment variable set","Temporary directory with write permissions for output capture"],"input_types":["project directory path","task description from PROMPT.md","previous iteration context"],"output_types":["Claude Code stdout/stderr captured to temporary files","exit code from Claude Code (0 = success, non-zero = error)","generated code files written to project directory","timeout status (0 = completed, 124 = timeout)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_11","uri":"capability://safety.moderation.response.analysis.and.error.classification.with.pattern.matching","name":"response analysis and error classification with pattern matching","description":"Implements response_analyzer.sh library module that performs two-stage error filtering on Claude Code responses: first stage identifies error patterns (compilation failures, infinite loops, resource exhaustion) using regex matching against known failure modes; second stage classifies errors as recoverable (retry) or terminal (exit) based on error type and context. The analyzer extracts key information from Claude's output (files modified, errors encountered, progress indicators) and returns structured analysis for decision-making.","intents":["I want to distinguish between errors that Claude can fix (retry) vs. unrecoverable errors (exit)","I need to extract meaningful information from Claude Code output for progress tracking","I want to identify specific failure modes (compilation, infinite loops, etc.) for debugging"],"best_for":["autonomous agents that need intelligent error recovery","debugging scenarios where error classification is critical","projects with well-defined error patterns that can be matched with regex"],"limitations":["Pattern matching is regex-based and may miss novel error types not in the pattern database","Error classification is heuristic-based — may misclassify errors in edge cases","Requires knowledge of common Claude Code failure modes to configure patterns effectively","No machine learning or adaptive pattern learning — patterns must be manually maintained"],"requires":["response_analyzer.sh library module in ~/.ralph/lib/","Claude Code response text (stdout/stderr)","Pattern database of known error modes (hardcoded in response_analyzer.sh)"],"input_types":["Claude Code stdout/stderr output","previous iteration state for context"],"output_types":["error classification (recoverable/terminal)","error type (compilation, infinite loop, resource exhaustion, etc.)","extracted information (files modified, errors encountered, progress indicators)","recommendation (retry/exit)"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_2","uri":"capability://safety.moderation.rate.limiting.and.api.quota.management.with.hourly.enforcement","name":"rate limiting and api quota management with hourly enforcement","description":"Implements rate limiting via the can_make_call() function that tracks API calls in state files and enforces configurable hourly quotas before invoking Claude Code. The system records call timestamps in ~/.ralph/state/call_history.json and checks against MAX_CALLS_PER_HOUR configuration parameter using date_utils.sh for timestamp calculations. If the hourly quota is exceeded, the loop sleeps until the oldest call in the window expires, then retries.","intents":["I want to prevent Ralph from exceeding my Anthropic API rate limits or monthly quota","I need to control costs by enforcing a maximum number of Claude Code invocations per hour","I want the agent to gracefully wait rather than fail when approaching rate limits"],"best_for":["teams running Ralph on shared infrastructure with strict API budgets","developers prototyping with limited API quotas","production deployments where API costs must be predictable and bounded"],"limitations":["Rate limiting is enforced per-machine in ~/.ralph/state/ — no distributed rate limiting across multiple Ralph instances","Quota tracking relies on local system clock; clock skew can cause incorrect rate limit calculations","No support for Anthropic's token-based rate limits — only call count limits","Sleep-and-retry approach blocks the entire Ralph process; no background queueing or job scheduling"],"requires":["MAX_CALLS_PER_HOUR configuration parameter set in .ralph.config (default: 10)","date_utils.sh library module for timestamp calculations","Write permissions to ~/.ralph/state/ for call history tracking","System clock synchronized to within ~1 minute of actual time"],"input_types":["current timestamp from system clock","MAX_CALLS_PER_HOUR configuration value","call history from ~/.ralph/state/call_history.json"],"output_types":["boolean can-call decision (0 = wait, 1 = proceed)","sleep duration in seconds if rate limit exceeded","updated call_history.json with new call timestamp"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_3","uri":"capability://safety.moderation.circuit.breaker.pattern.for.stagnation.detection.and.graceful.degradation","name":"circuit breaker pattern for stagnation detection and graceful degradation","description":"Implements a circuit breaker via should_halt_execution() and circuit_breaker.sh library module that detects when Ralph is stuck in a loop making no meaningful progress. The circuit breaker tracks consecutive iterations with no file changes or identical responses, maintains a state machine with OPEN/CLOSED/HALF_OPEN states, and triggers exit when stagnation threshold is exceeded. Pattern matching in circuit_breaker.sh identifies known failure modes (compilation errors, infinite loops, resource exhaustion) and immediately opens the circuit without waiting for iteration count threshold.","intents":["I want Ralph to detect when it's stuck repeating the same failed attempts and exit instead of burning API calls","I need to identify when a task is genuinely impossible (e.g., conflicting requirements) vs. just needs more iterations","I want automatic protection against runaway loops that could incur unexpected API costs"],"best_for":["autonomous agents running unattended for hours or days","production deployments where cost control is critical","developers debugging agent behavior and needing clear stagnation signals"],"limitations":["Stagnation detection is based on file changes and response similarity; may not detect semantic stagnation (e.g., code compiles but tests fail)","Circuit breaker state is stored locally in ~/.ralph/state/circuit_breaker.state — no distributed state across multiple Ralph instances","Pattern matching for known failure modes is regex-based and may miss novel failure types","No configurable stagnation threshold — hardcoded to detect after 3 consecutive identical responses"],"requires":["circuit_breaker.sh library module in ~/.ralph/lib/","Write permissions to ~/.ralph/state/circuit_breaker.state","Previous iteration outputs stored in state files for comparison"],"input_types":["current Claude Code response text","previous iteration response from state files","list of modified files from current iteration","circuit breaker state from ~/.ralph/state/circuit_breaker.state"],"output_types":["boolean halt-execution decision (0 = continue, 1 = halt)","circuit breaker state (OPEN/CLOSED/HALF_OPEN)","stagnation reason string for logging"],"categories":["safety-moderation","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_4","uri":"capability://automation.workflow.project.initialization.with.template.system.and.prd.import","name":"project initialization with template system and prd import","description":"Provides ralph-setup command that initializes a new Ralph project by copying template files (PROMPT.md, @fix_plan.md, @AGENT.md, .ralph.config) from ~/.ralph/templates/ to the target directory, creating .git repository, and setting up directory structure. Additionally, ralph-import command parses product requirement documents (PRDs) using Claude Code to automatically generate PROMPT.md and @fix_plan.md templates, reducing manual setup time for new projects.","intents":["I want to quickly set up a new project for Ralph without manually creating all the configuration files","I have a PRD document and want Ralph to automatically generate task instructions from it","I want to ensure consistent project structure across multiple Ralph projects"],"best_for":["teams running multiple Ralph projects and needing consistent initialization","developers converting existing PRDs into Ralph-compatible task definitions","rapid prototyping scenarios where setup time should be minimized"],"limitations":["Template system assumes Unix-like file paths; Windows paths may require adjustment","PRD import relies on Claude Code to parse documents — quality of generated PROMPT.md depends on PRD clarity and Claude's interpretation","No validation of generated PROMPT.md — user must manually review and adjust for accuracy","Template files are static; customizations must be made after initialization"],"requires":["ralph-setup and ralph-import scripts installed globally (via install.sh)","Template files in ~/.ralph/templates/ directory","For PRD import: Claude Code CLI and ANTHROPIC_API_KEY","Write permissions to target project directory"],"input_types":["target directory path for ralph-setup","PRD document file (markdown, PDF, or text) for ralph-import"],"output_types":["initialized project directory with PROMPT.md, @fix_plan.md, @AGENT.md, .ralph.config",".git repository initialized","generated PROMPT.md from PRD import"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_5","uri":"capability://automation.workflow.live.monitoring.dashboard.with.real.time.log.tailing.and.status.display","name":"live monitoring dashboard with real-time log tailing and status display","description":"Provides ralph-monitor command that displays a live dashboard showing Ralph's current execution status, recent log entries, progress metrics (iterations completed, files modified, API calls made), and real-time log tailing from ~/.ralph/logs/. The monitor uses shell-based UI rendering with periodic updates (default 2-second interval) to show loop progress without requiring separate terminal windows or external monitoring tools.","intents":["I want to watch Ralph's progress in real-time without parsing log files manually","I need to see current status, iteration count, and recent errors at a glance","I want to monitor multiple Ralph instances running on the same machine"],"best_for":["developers running Ralph for long-duration tasks (hours or days)","teams monitoring Ralph on shared infrastructure","debugging scenarios where real-time visibility is critical"],"limitations":["Monitor is terminal-based and requires ANSI color support; may not work in all terminal emulators","No remote monitoring — monitor must run on the same machine as Ralph","Dashboard refresh rate is fixed at 2-second intervals; no configurable update frequency","No historical data retention — monitor only shows current session logs, not historical runs"],"requires":["ralph-monitor script installed globally","Terminal with ANSI color support (most modern terminals)","Read permissions to ~/.ralph/logs/ directory","Ralph instance running in another terminal or background process"],"input_types":["log files from ~/.ralph/logs/","state files from ~/.ralph/state/","running Ralph process (for status)"],"output_types":["terminal-based dashboard with formatted text and colors","real-time log tail output","progress metrics (iteration count, files modified, API calls)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_6","uri":"capability://planning.reasoning.task.management.and.progress.tracking.via.fix.plan.md.state.file","name":"task management and progress tracking via @fix_plan.md state file","description":"Implements task management through the @fix_plan.md file, which serves as a persistent task list that Claude updates during execution to track completed subtasks, remaining work, and blockers. Ralph parses @fix_plan.md to extract task status and uses it as input to subsequent Claude Code invocations, enabling Claude to maintain context about what has been completed and what remains. The file format uses markdown checkboxes and structured sections to represent task state, which Claude can read and modify.","intents":["I want Claude to track what tasks it has completed and what remains to be done across iterations","I need a human-readable record of task progress that I can review and edit","I want Claude to prioritize remaining work based on dependencies and blockers"],"best_for":["multi-step development tasks with clear subtasks","teams reviewing Ralph's progress and manually adjusting task lists","projects where task dependencies need to be tracked across iterations"],"limitations":["Task parsing relies on Claude correctly updating @fix_plan.md format — malformed updates can break parsing","No automatic conflict resolution if @fix_plan.md is edited manually while Ralph is running","Task dependencies are not enforced — Claude must respect them based on instructions in PROMPT.md","No integration with external task management tools (Jira, GitHub Issues, etc.)"],"requires":["@fix_plan.md file in project root with initial task list","PROMPT.md instructions that tell Claude to update @fix_plan.md","Claude Code CLI that can read and write @fix_plan.md"],"input_types":["@fix_plan.md file with task list and checkboxes","task status from previous iterations"],"output_types":["updated @fix_plan.md with completed tasks marked","task progress metrics (% complete, remaining tasks)","blocker list for manual intervention"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_7","uri":"capability://code.generation.editing.modular.library.system.with.reusable.shell.components","name":"modular library system with reusable shell components","description":"Provides a library architecture with three reusable Bash modules in ~/.ralph/lib/: response_analyzer.sh (two-stage error filtering and response analysis), circuit_breaker.sh (stagnation detection and state machine), and date_utils.sh (timestamp calculations for rate limiting). Each library module exports functions that are sourced by ralph_loop.sh, enabling code reuse and separation of concerns. Libraries are installed globally during setup.sh and can be updated independently.","intents":["I want to reuse Ralph's safety mechanisms (rate limiting, circuit breaker, exit detection) in my own scripts","I need to extend Ralph's functionality without modifying the main loop","I want to maintain consistent error handling and response analysis across multiple projects"],"best_for":["developers building custom Ralph extensions or wrapper scripts","teams maintaining multiple autonomous agent implementations","projects where library functions need to be tested independently"],"limitations":["Library modules are Bash-only — no Python or other language bindings","No versioning system for libraries — all projects use the same library version from ~/.ralph/lib/","Libraries are sourced at runtime, not compiled — no static type checking or early error detection","No dependency management — libraries must be manually installed and updated"],"requires":["Bash 4.0 or higher","Library modules installed in ~/.ralph/lib/ via install.sh","Source statements in scripts to load libraries: source ~/.ralph/lib/response_analyzer.sh"],"input_types":["function parameters (response text, state data, timestamps)","environment variables (MAX_CALLS_PER_HOUR, etc.)"],"output_types":["function return values (0/1 for boolean decisions, strings for analysis results)","side effects (state file updates, log writes)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_8","uri":"capability://automation.workflow.configuration.management.with.environment.based.overrides.and.template.defaults","name":"configuration management with environment-based overrides and template defaults","description":"Implements configuration via .ralph.config file in each project directory, which defines parameters like MAX_CALLS_PER_HOUR, CLAUDE_CODE_TIMEOUT, STAGNATION_THRESHOLD, and other runtime settings. Configuration is sourced by ralph_loop.sh and can be overridden by environment variables (e.g., MAX_CALLS_PER_HOUR=20 ralph). Default values are provided in template .ralph.config during project initialization, enabling per-project customization without modifying global scripts.","intents":["I want to set different API rate limits for different projects","I need to adjust timeout values for projects with different code sizes","I want to override configuration temporarily without editing files"],"best_for":["teams running multiple Ralph projects with different requirements","developers tuning Ralph behavior for specific project characteristics","CI/CD pipelines that need to pass configuration as environment variables"],"limitations":["Configuration is sourced as Bash code — no validation of parameter types or ranges","No schema validation — invalid configuration values may cause silent failures or unexpected behavior","Environment variable overrides are not documented in .ralph.config — users must know which variables are supported","No configuration inheritance or composition — each project must define all parameters"],"requires":[".ralph.config file in project root","Valid Bash syntax in .ralph.config (it is sourced as a script)","Environment variables set before running ralph command for overrides"],"input_types":[".ralph.config file with key=value pairs","environment variables (MAX_CALLS_PER_HOUR, CLAUDE_CODE_TIMEOUT, etc.)"],"output_types":["configuration values available as Bash variables in ralph_loop.sh","effective configuration (defaults + file + environment overrides)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-frankbria--ralph-claude-code__cap_9","uri":"capability://memory.knowledge.state.persistence.and.checkpoint.system.with.local.file.storage","name":"state persistence and checkpoint system with local file storage","description":"Implements state persistence using local files in ~/.ralph/state/ directory, storing execution state across iterations: call_history.json (API call timestamps for rate limiting), circuit_breaker.state (circuit breaker state machine), last_response.txt (previous Claude Code output for convergence detection), and loop_results.log (iteration history). State files are read/written by library functions and the main loop, enabling Ralph to resume from checkpoints and maintain context across system restarts (if state files are preserved).","intents":["I want Ralph to remember its progress if the process is interrupted and restarted","I need to track API call history for rate limiting across process restarts","I want to analyze Ralph's execution history and debug issues"],"best_for":["long-running Ralph tasks that may be interrupted","debugging scenarios where execution history is needed","teams analyzing Ralph's behavior and performance"],"limitations":["State files are stored locally in ~/.ralph/state/ — no distributed state across multiple machines","No automatic cleanup of old state files — disk usage grows with execution history","State files are not encrypted — sensitive information (API keys, code snippets) may be stored in plaintext","No atomic writes — concurrent Ralph instances may corrupt state files if they write simultaneously","State files are not version-controlled — lost if ~/.ralph/ directory is deleted"],"requires":["Write permissions to ~/.ralph/state/ directory","Sufficient disk space for state file growth (typically <10MB per project)","File system that supports atomic writes (most modern file systems)"],"input_types":["execution state from current and previous iterations","API call timestamps","circuit breaker state machine state","Claude Code responses"],"output_types":["state files in ~/.ralph/state/ (JSON, text, log formats)","checkpoint data for resuming interrupted tasks"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":47,"verified":false,"data_access_risk":"high","permissions":["Claude Code CLI installed and accessible in PATH","ANTHROPIC_API_KEY environment variable set with valid Anthropic API credentials","Bash 4.0 or higher","Unix-like environment (Linux, macOS, or Windows with WSL)","Write permissions to ~/.ralph/ directory for state file storage","PROMPT.md file with clear completion criteria documented","response_analyzer.sh library module in ~/.ralph/lib/","Previous loop iteration results stored in state files for convergence detection","Claude Code CLI installed and in PATH","timeout command available (GNU coreutils on Linux, macOS)"],"failure_modes":["15-minute timeout per Claude Code invocation may be insufficient for very large codebases or complex refactoring tasks","Exit detection relies on heuristic analysis of Claude responses, not guaranteed to catch all completion states","No built-in persistence across system reboots — state files stored in ~/.ralph/ directory are lost if process terminates unexpectedly","Bash-only implementation limits cross-platform compatibility (Windows requires WSL or Git Bash)","Exit detection is heuristic-based and may fail to detect completion in novel or ambiguous task states","Requires well-structured PROMPT.md instructions that include explicit completion criteria for Claude to signal","Cannot detect completion based on external system state (e.g., tests passing) — only analyzes Claude's text output","Pattern matching in response_analyzer.sh is regex-based and may produce false positives/negatives on unusual Claude responses","15-minute timeout is hardcoded — no configuration option to adjust per-project","Timeout enforcement relies on the timeout command, which may not work on all systems (Windows, some BSD variants)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.6404572930169945,"quality":0.34,"ecosystem":0.6000000000000001,"match_graph":0.25,"freshness":0.75,"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":"2026-05-24T12:16:21.550Z","last_scraped_at":"2026-05-03T13:57:04.027Z","last_commit":"2026-04-13T18:22:32Z"},"community":{"stars":8984,"forks":675,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=frankbria--ralph-claude-code","compare_url":"https://unfragile.ai/compare?artifact=frankbria--ralph-claude-code"}},"signature":"smX/xTm8+JpZMzud8BFJ+NmWxVtmkNAglcEQKkXuPhjfJ4ToBshR+dWWULWHf6yKf/u96kpIk2XwMw+vfMaYBQ==","signedAt":"2026-06-23T08:12:57.347Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/frankbria--ralph-claude-code","artifact":"https://unfragile.ai/frankbria--ralph-claude-code","verify":"https://unfragile.ai/api/v1/verify?slug=frankbria--ralph-claude-code","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"}}