{"slug":"reflexioai-review","name":"review","description":"Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made.","long_description":"---\nname: review\ndescription: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made.\n---\n\n# Code Review\n\nPerform a rigorous, senior-engineer-level code review of all uncommitted changes in the working tree.\n\n## Core Principles\n\n- **You are a strict reviewer, not a rubber-stamper.** Flag real problems. Do not praise code just to be nice.\n- **Never make changes directly.** Your output is a review report and an optional change plan. Wait for explicit user approval before editing any file.\n- **Embed assumptions inline.** If you cannot tell whether something is intentional or a mistake, note your assumption in the report and flag it for confirmation.\n- **Focus on substance over style.** Formatting issues caught by pre-commit hooks are low priority. **Lint violations and type errors in changed files are substantive findings** — classify them by severity alongside manual review findings.\n\n## Review Depth\n\nBy default, run the full checklist. If the user requests a quick review (e.g., `/review --quick`), focus only on:\n- Security\n- Correctness & Logic\n- API & Contract Design\n- Error Handling & Resilience\n\nSkip deeper analysis sections (Duplication, Missing Tests, Code Clarity) in quick mode.\n\n## Workflow\n\n### Phase 1 — Gather the diff\n\nIf `git diff HEAD` produces no output and `git status` shows no uncommitted changes and no untracked files, inform the user that there are no changes to review and stop.\n\nRun these commands to understand the full scope of uncommitted work:\n\n```bash\n# Overview of changed files\ngit status\n\n# Full diff of all tracked changes (staged + unstaged)\ngit diff HEAD\n\n# List of untracked files that may need review\ngit ls-files --others --exclude-standard\n```\n\nRead the diff carefully. For every changed file, also read the **full file** (not just the diff hunk) so you understand the surrounding context — imports, class hierarchy, sibling functions, and call sites.\n\n**Run automated checks on changed files (language-aware):**\n1. Detect languages from changed file extensions.\n2. For Python files (`*.py`): run `ruff check <files>` and `pyright <files>`.\n3. For TypeScript/JavaScript files (`*.ts`, `*.tsx`, `*.js`, `*.jsx`, `*.mts`): run `npx tsc --noEmit` and `npx biome check <files>` from the relevant project root (`reflexio/website/` or `reflexio/public_docs/`).\n4. Skip linters for languages without configured tooling.\n\nSave the lint and type check output — these results feed into the review checklist below.\n\n### Phase 2 — Understand context\n\nFor each changed file:\n\n1. Read the file's component-level `README.md` if one exists (e.g., `reflexio/server/README.md`).\n2. Identify the module's responsibility and how it fits into the overall architecture.\n3. If the change touches an interface consumed by other modules (API schema, service base class, client method), find and read up to 3 representative consumers — prioritize callers that use the changed interface in different ways.\n4. If tests are changed, read the application code under test. If application code is changed, check whether corresponding tests exist and whether they cover the new behavior.\n\n### Phase 3 — Review checklist\n\nEvaluate every change against the following categories. Only report findings that are **actionable** — skip categories where everything looks correct.\n\nWhen you encounter ambiguity during the checklist, note your assumption inline (e.g., \"assuming this is intentional — flagging for confirmation\") and continue. Do not stop the review to ask questions.\n\n#### 3.1 Security\n- Is user input validated and sanitized before use?\n- Are there SQL injection, command injection, or XSS risks?\n- Are secrets or credentials hardcoded or logged?\n- Are authorization checks in place for protected endpoints?\n- Is sensitive data exposed in error messages or logs?\n- Are file paths validated to prevent path traversal?\n\n#### 3.2 Correctness & Logic\n- Are there off-by-one errors, wrong comparisons, or logic inversions?\n- Are edge cases handled (empty inputs, None/null, zero-length collections, boundary values)?\n- Do conditional branches cover all expected states?\n- Are return types consistent with what callers expect?\n- Is async/await used correctly (no missing awaits, no blocking calls in async context)?\n\n#### 3.3 Architecture & Design\n- Does the change follow existing patterns in the codebase? If it deviates, is the deviation justified?\n- Are responsibilities placed in the right layer (API route vs. service vs. utility)?\n- Is there unnecessary coupling between modules that should be independent?\n- Are new abstractions justified, or do they add complexity without benefit?\n- Does the change violate separation of concerns?\n- If a new service/extractor/endpoint is added, does it follow the established pattern?\n\n#### 3.4 API & Contract Design\n- Are request/response schemas complete and correct?\n- Are field names consistent with existing conventions?\n- Are optional vs. required fields set correctly?\n- Are default values sensible?\n- Is backward compatibility preserved where needed?\n- Are enums used where a fixed set of values is expected?\n\n#### 3.5 Error Handling & Resilience\n- Are exceptions caught at the right level (not swallowed silently, not leaking implementation details)?\n- Are error messages actionable for the caller?\n- Are external service failures handled gracefully (LLM calls, database, third-party APIs)?\n- Is retry logic appropriate and bounded?\n- Are resources cleaned up on failure (connections, file handles)?\n\n#### 3.6 Type Safety & Data Integrity\n- Review lint and type check output from Phase 1. All type errors in changed files are findings — classify by severity.\n- For TypeScript files, review `tsc` and Biome output from Phase 1 alongside pyright guidance.\n- Are type hints present and correct on new/changed functions?\n- Are Pydantic models used where structured validation is needed?\n- Are there implicit type coercions that could cause subtle bugs?\n- Are Optional types handled with proper None checks?\n- Are union types narrowed before use?\n\n#### 3.7 Performance\n- Are there N+1 query patterns or unnecessary database round-trips?\n- Are there large allocations or copies that could be avoided?\n- Is pagination used for list endpoints?\n- Are there blocking calls in async code paths?\n- Is work being repeated that could be cached or deduped?\n\n#### 3.8 Testing\n- Do new features have corresponding tests?\n- Do bug fixes include a regression test?\n- Are tests testing behavior (not implementation details)?\n- Are test assertions specific enough to catch regressions?\n- Are mocks set up correctly (not masking real bugs)?\n- Do tests cover both happy-path and error cases?\n\n#### 3.9 Missing Critical Test Cases\nGo beyond checking whether tests exist for the *changed* code. Proactively identify **core logic in the changed files** that lacks test coverage, even if the logic was not modified in this diff. Focus on:\n\n- **Security-sensitive code paths** — input validation, auth checks, path traversal guards, injection defenses. If these are untested, flag them as Significant.\n- **Pure functions and utilities** — functions with clear inputs/outputs that are easy to unit test but have no tests.\n- **Branching logic with edge cases** — functions with multiple `if`/`else` branches, especially error/fallback branches that are easy to miss.\n- **Data transformation and serialization** — code that converts between formats (e.g., DB rows to API responses, file parsing). Incorrect transformations cause subtle bugs.\n- **Integration points** — API endpoints, file I/O, external service calls. Even if mocked, the request/response contract should be tested.\n\nFor each gap found, suggest specific test cases with descriptive names (e.g., `test_get_conversation_rejects_path_traversal`) and briefly describe what the test should verify. Group suggestions by priority (security first, then correctness, then edge cases).\n\n#### 3.10 Code Duplication & DRY Violations\nDuplicated code is one of the biggest threats to long-term maintainability. When the same logic exists in multiple places, bug fixes and feature changes must be applied everywhere — and inevitably some copies get missed, creating inconsistencies and regressions.\n\n**Actively search for duplication.** Do not limit yourself to the diff — when you see a pattern in the changed code, search the broader codebase for similar implementations. Use grep/search with concrete patterns to find duplication. Search for: the function name, distinctive lines from the implementation, shared string literals, or similar parameter signatures. Example: `grep -r 'def process_chunk' --include='*.py'` to find parallel implementations. Specifically look for:\n\n- **Copy-pasted functions or methods** — Functions in different files/classes that do the same thing with minor variations (different variable names, slightly different parameters, same core logic). Flag these even if only one copy is in the diff.\n- **Repeated code blocks within a file** — Multiple places in the same file that perform the same sequence of operations (e.g., identical error handling, identical data transformation steps, identical validation logic).\n- **Parallel class hierarchies or services** — Multiple services/extractors/handlers that implement near-identical workflows with only the \"content\" differing. These should typically share a base class or utility.\n- **Duplicated constants, prompts, or configuration** — The same string literals, magic numbers, or config structures defined in multiple places. A change to one copy without updating the others causes silent divergence.\n- **Near-duplicate data models or schemas** — Pydantic models, TypeScript interfaces, or database schemas that represent the same concept with slightly different field names or types.\n- **Repeated conditional logic** — The same `if`/`else` decision tree appearing in multiple places, especially feature-flag checks or permission checks.\n\nFor each duplication found:\n1. Identify **all** copies (not just the two most obvious ones).\n2. Note the **differences** between copies — are they meaningful or accidental?\n3. Suggest a concrete consolidation strategy: extract a shared function, create a base class, use a configuration-driven approach, etc.\n4. Classify as **Significant** if the duplication spans multiple files or involves logic that is likely to change together. Classify as **Minor** if it is localized and low-risk.\n\n#### 3.11 Code Clarity & Maintainability\n- Are variable and function names descriptive and consistent with codebase conventions?\n- Is complex logic explained with a comment about *why* (not *what*)?\n- Are there dead code paths, unreachable branches, or leftover debug code?\n- Are magic numbers or strings extracted into named constants?\n\n#### 3.12 Frontend (when applicable)\n- Are components following the project's ShadCN + Tailwind patterns?\n- Is state management appropriate (server state vs. client state)?\n- Are loading and error states handled in the UI?\n- Is the UI consistent with existing pages?\n- Are accessibility basics covered (labels, keyboard navigation)?\n\n#### 3.13 Commit Message (when staged)\nIf changes are staged (`git diff --cached` is non-empty), check whether a commit message convention is used in this repo (inspect recent `git log --oneline -5`). Briefly note whether the staged changes would benefit from a conventional commit prefix, a ticket reference, or a clearer summary.\n\n### Phase 4 — Produce the review report\n\nOutput a structured review report using this format:\n\n```\n## Code Review Summary\n\n**Files reviewed:** <count>\n**Scope:** <one-line description of what the changes do>\n\n### Questions & Assumptions\nItems where intent was ambiguous during review. Each entry states the assumption made and asks for confirmation.\n- **[FILE:LINE]** — \"Assuming X is","tagline":"Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made.","category":"security","tags":["agent-skill"],"author":"ReflexioAI","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"ReflexioAI/claude-smart","creatorName":"ReflexioAI","creatorUrl":"https://github.com/ReflexioAI","sourceUrl":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/reflexioai-review#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":77,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":77,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"771 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"771 stars, 87 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"10d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":56,"weight":0.12,"status":"warn","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add ReflexioAI/claude-smart --skill review"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":36,"weight":0.07,"status":"fail","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"771 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"771 stars, 87 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"10d since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add ReflexioAI/claude-smart --skill review"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"],"evidence":{"stars":"771 GitHub stars","repoActivity":"771 stars, 87 forks","lastPushed":"10d since push","license":"Apache-2.0","repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","install":"npx skills add ReflexioAI/claude-smart --skill review","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add ReflexioAI/claude-smart --skill review","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","10d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document 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surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":38,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access","38/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access","38/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":71,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate review before installing it in an agent workflow","security","Research agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add ReflexioAI/claude-smart --skill review"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add ReflexioAI/claude-smart --skill review"]},{"id":"trust_score","label":"Trust score","status":"warn","score":77,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","771 GitHub stars","Apache-2.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":82,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":38,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"Apache-2.0","evidence":["Apache-2.0"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"10d since push","evidence":["10d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":36,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/reflexioai-review/evals","api":"/api/agent/evals?slug=reflexioai-review","text":"/api/agent/evals?slug=reflexioai-review&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"reflexioai-review","name":"review","description":"Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made.","category":"security","url":"https://www.openagentskill.com/skills/reflexioai-review","repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","github_repo":"ReflexioAI/claude-smart"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add ReflexioAI/claude-smart --skill review","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add reflexioai-review"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"review\" agent skill from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"review\" as a Claude Code skill from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"review\" from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/reflexioai-review/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/reflexioai-review"},"trust":{"score":77,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"771 GitHub stars","repoActivity":"771 stars, 87 forks","lastPushed":"10d since push","license":"Apache-2.0","repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","install":"npx skills add ReflexioAI/claude-smart --skill review","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":76,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"10d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use review in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 77/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 38/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"reflexioai-review (review)","install_command":"npx skills add ReflexioAI/claude-smart --skill review","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"reflexioai-review","task":"Use review in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/reflexioai-review","api":"https://www.openagentskill.com/api/agent/skills/reflexioai-review","audit":"https://www.openagentskill.com/skills/reflexioai-review/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=reflexioai-review&task=Use%20review%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20review%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20review%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/reflexioai-review/install","manifest":"https://www.openagentskill.com/api/registry/manifest/reflexioai-review"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"reflexioai-review","name":"review","description":"Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made.","category":"security","url":"https://www.openagentskill.com/skills/reflexioai-review","repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","github_repo":"ReflexioAI/claude-smart"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add ReflexioAI/claude-smart --skill review","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add reflexioai-review"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"review\" agent skill from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"review\" as a Claude Code skill from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"review\" from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/reflexioai-review/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/reflexioai-review"},"trust":{"score":77,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"771 GitHub stars","repoActivity":"771 stars, 87 forks","lastPushed":"10d since push","license":"Apache-2.0","repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","install":"npx skills add ReflexioAI/claude-smart --skill review","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":76,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"10d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use review in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 77/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 38/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"reflexioai-review (review)","install_command":"npx skills add ReflexioAI/claude-smart --skill review","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"reflexioai-review","task":"Use review in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/reflexioai-review","api":"https://www.openagentskill.com/api/agent/skills/reflexioai-review","audit":"https://www.openagentskill.com/skills/reflexioai-review/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=reflexioai-review&task=Use%20review%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20review%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20review%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/reflexioai-review/install","manifest":"https://www.openagentskill.com/api/registry/manifest/reflexioai-review"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"github-automation","title":"GitHub automation"},{"slug":"coding-agents","title":"Coding agents"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add ReflexioAI/claude-smart --skill review","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":771,"starsLabel":"771","forks":87,"license":"Apache-2.0","qualityScore":76,"trustScore":77,"auditScore":82},"maintenance":{"status":"fresh","label":"10d since push","daysSincePush":10,"lastPushedAt":"2026-08-28T22:31:47+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface"]},"coverageTags":["Coding","GitHub automation","security","agent-skill"]},"audit":{"audit_score":82,"risk_level":"needs_review","risk_label":"Needs review","quality_score":76,"trust_score":77,"maintenance_score":100,"security_score":79,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":20.21,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add ReflexioAI/claude-smart --skill review","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add reflexioai-review","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"review\" agent skill from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"review\" as a Claude Code skill from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"review\" from https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Rigorous code review of all uncommitted changes. Analyzes architecture, code quality, security, and engineering best practices. Embeds questions and assumptions inline, then summarizes all proposed changes as a plan for user approval before any edits are made. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"reflexioai-review\",\"task\":\"Install review\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","github_repo":"ReflexioAI/claude-smart","version":"1.0.0","license":"Apache-2.0","urls":{"web":"https://www.openagentskill.com/skills/reflexioai-review","repository":"https://github.com/ReflexioAI/claude-smart/tree/main/.claude/commands/review","api":"/api/agent/skills/reflexioai-review","install_api":"/api/skills/reflexioai-review/install"},"meta":{"created_at":"2026-09-02T20:25:42.129723+00:00","updated_at":"2026-09-02T20:25:42.331942+00:00","agent_friendly":true}}