{ "run_id": "TayHCode--search-first-claude-haiku-5-5-1792607402277902526", "checker": { "claims": [ { "claim": "search_existing discovers existing public GitHub projects and returns a ranked shortlist with a verdict for an idea", "command": " --python 3.12 --from search-first tools/call {\"tool\": \"search_existing\", \"arguments\": {\"idea\": \"a terminal tool that closes idle browser tabs automatically\", \"queries\": [\"chrome idle tabs\", \"close inactive tabs\"], \"limit\": 3}}", "evidence": "TayHCode/cdpidletabs\\\",\\n \\\"url\\\": \\\"https://github.com/TayHCode/cdpidletabs\\\"\\n },\\n \\\"plausible_candidates\\\": 0,\\n \\\"adjacent_candidates\\\": 60,\\n \\\"recommendation\\\": \\\"inconclusive\\\",\\n \\\"reasoning\\\": \\\"Required behavior or constraints are unverified: terminal. Inspect README and test those requirements; broaden queries before choosing a base. None of these is a terminal tool according to retrieved metadata in the top relevance group; terminal/CLI support is unverified. tied with 18 ; TayHCode/cdpidletabs wins by more recent push.\\\",\\n \\\"provisional\\\": t", "expected": "JSON containing a verdict and candidates ranked from GitHub search, including TayHCode/cdpidletabs", "input": "{\"tool\": \"search_existing\", \"arguments\": {\"idea\": \"a terminal tool that closes idle browser tabs automatically\", \"queries\": [\"chrome idle tabs\", \"close inactive tabs\"], \"limit\": 3}}", "kind": "claim", "outcome": "Real input produced the expected result: TayHCode/cdpidletabs", "source": "An MCP server that discovers existing public projects, explains a ranked shortlist,", "source_checked": true, "source_file": "README.md", "verdict": "yes" }, { "claim": "inspect_repo returns the SPDX license and name of a public repository", "command": " --python 3.12 --from search-first tools/call {\"tool\": \"inspect_repo\", \"arguments\": {\"repo\": \"TayHCode/search-first\"}}", "evidence": "MIT License\\\",\\n \\\"language\\\": \\\"Python\\\",\\n \\\"topics\\\": [\\n \\\"mcp\\\",\\n \\\"python\\\"\\n ],\\n \\\"size_kb\\\": 222,\\n \\\"notes\\\": [\\n \\\"Unauthenticated mode: at most 2 search variants per call; set GITHUB_TOKEN for complete searches. Shared-IP quota still applies.\\\"\\n ],\\n \\\"readme_excerpt\\\": \\\"# search-first\\\\n\\\\n**Before you build this, here is what already exists on GitHub.**\\\\n\\\\nAn MCP server that discovers existing public projects, explains a ranked shortlist,\\\\ninspects maintenance and reuse signals, and compares candidates. Search first,\\\\ninspect and test a candidate, then use ", "expected": "JSON with license_name MIT License for TayHCode/search-first", "input": "{\"tool\": \"inspect_repo\", \"arguments\": {\"repo\": \"TayHCode/search-first\"}}", "kind": "claim", "outcome": "Real input produced the expected result: MIT License", "source": "README excerpt, SPDX license/name, size in KB, up to five last commits, open issue", "source_checked": true, "source_file": "README.md", "verdict": "yes" } ], "cycle_checks": [ { "claim": "Scheduled or looping main behavior", "command": "", "evidence": "Entry points inspected: src/search_first/server.py main() runs a stdio or streamable-http MCP server on demand with no cron, scheduler, --once/--now, or webhook; the only while True loop (discovery.py clean_untrusted_text) strips HTML comments; ranking.py mentions 'schedule' only as a search keyword. The product runs as a request-driven MCP server, so there is no product cycle.", "expected": "identify the product trigger", "input": "source inspection", "kind": "cycle", "outcome": "Entry points inspected: src/search_first/server.py main() runs a stdio or streamable-http MCP server on demand with no cron, scheduler, --once/--now, or webhook; the only while True loop (discovery.py clean_untrusted_text) strips HTML comments; ranking.py mentions 'schedule' only as a search keyword. The product runs as a request-driven MCP server, so there is no product cycle.", "source": "repository entry points", "verdict": "yes" } ], "details": { "argv": [ "", "--python", "3.12", "--from", "", "search-first" ], "kind": "mcp", "scope": "product operation", "serverInfo": { "name": "search-first", "version": "0.1.0" }, "tool_result": { "content": [ { "text": "{\n \"verdict\": {\n \"closest_match\": {\n \"name\": \"TayHCode/cdpidletabs\",\n \"url\": \"https://github.com/TayHCode/cdpidletabs\"\n },\n \"plausible_candidates\": 0,\n \"adjacent_candidates\": 60,\n \"recommendation\": \"inconclusive\",\n \"reasoning\": \"Required behavior or constraints are unverified: terminal. Inspect README and test those requirements; broaden queries before choosing a base. None of these is a terminal tool according to retrieved metadata in the top relevance group; terminal/CLI support is unverified. tied with 18 ; TayHCode/cdpidletabs wins by more recent push.\",\n \"provisional\": true,\n \"search_complete\": true\n },\n \"warnings\": [],\n \"candidates\": [\n {\n \"name\": \"TayHCode/cdpidletabs\",\n \"url\": \"https://github.com/TayHCode/cdpidletabs\",\n \"stars\": 0,\n \"last_push\": \"2026-10-15T16:44:40Z\",\n \"license\": \"MIT\",\n \"relevance_score\": 0.54,\n \"idea_term_coverage\": 1.0,\n \"missing_key_terms\": [],\n \"missing_constraints\": [\n \"terminal\"\n ],\n \"why_it_matched\": \"Strong core match; Core terms: 4/4 (browser, close, idle, tab); 0 stars, push 6 days ago; returned by 1 query variant(s), best GitHub rank 27. Cautions: reuse floor unverified: needs at least 25 stars and a push within 365 days; hard constraints unverified: terminal. tied with 18 ; Ta\"\n },\n {\n \"name\": \"RealUnfazed/Chrome-TabTidy\",\n \"url\": \"https://github.com/RealUnfazed/Chrome-TabTidy\",\n \"stars\": 0,\n \"last_push\": \"2026-09-28T10:41:29Z\",\n \"license\": \"MIT\",\n \"relevance_score\": 0.54,\n \"idea_term_coverage\": 1.0,\n \"missing_key_terms\": [],\n \"missing_constraints\": [\n \"terminal\"\n ],\n \"why_it_matched\": \"Strong core match; Core terms: 4/4 (browser, close, idle, tab); 0 stars, push 23 days ago; returned by 1 query variant(s), best GitHub rank 20. Cautions: reuse floor unverified: needs at least 25 stars and a push within 365 days; hard constraints unverified: terminal. tied with 18 ; T\"\n },\n {\n \"name\": \"vladbulyukhin/tab-reaper\",\n \"url\": \"https://github.com/vladbulyukhin/tab-reaper\",\n \"stars\": 2,\n \"last_push\": \"2026-09-06T19:31:45Z\",\n \"license\": \"MPL-2.0\",\n \"relevance_score\": 0.54,\n \"idea_term_coverage\": 1.0,\n \"missing_key_terms\": [],\n \"missing_constraints\": [\n \"terminal\"\n ],\n \"why_it_matched\": \"Strong core match; Core terms: 4/4 (browser, close, idle, tab); 2 stars, push 44 days ago; returned by 1 query variant(s), best GitHub rank 24. Cautions: reuse floor unverified: needs at least 25 stars and a push within 365 days; hard constraints unverified: terminal. tied with 18 ; T\"\n }\n ],\n \"unique_candidates_evaluated\": 60,\n \"errors\": [],\n \"message\": null,\n \"retry_after_seconds\": null,\n \"coverage\": {\n \"bounded\": true,\n \"truncated\": true,\n \"repositories_per_query\": 30,\n \"queries_completed\": 2,\n \"queries_failed\": 0,\n \"queries_skipped\": 1,\n \"query_budget\": 2,\n \"bounded_plan_complete\": true,\n \"results_skipped\": 57,\n \"unretrieved_results\": null,\n \"note\": \"Counts refer to deduplicated retrieved projects, not all of GitHub. Metadata-only lexical ranking; no candidate has been run or tested.\"\n },\n \"notes\": [\n \"Unauthenticated mode: at most 2 search variants per call; set GITHUB_TOKEN for complete searches. Shared-IP quota still applies.\"\n ]\n}", "type": "text" } ], "isError": false, "structuredContent": { "candidates": [ { "idea_term_coverage": 1.0, "last_push": "2026-10-15T16:44:40Z", "license": "MIT", "missing_constraints": [ "terminal" ], "missing_key_terms": [], "name": "TayHCode/cdpidletabs", "relevance_score": 0.54, "stars": 0, "url": "https://github.com/TayHCode/cdpidletabs", "why_it_matched": "Strong core match; Core terms: 4/4 (browser, close, idle, tab); 0 stars, push 6 days ago; returned by 1 query variant(s), best GitHub rank 27. Cautions: reuse floor unverified: needs at least 25 stars and a push within 365 days; hard constraints unverified: terminal. tied with 18 ; Ta" }, { "idea_term_coverage": 1.0, "last_push": "2026-09-28T10:41:29Z", "license": "MIT", "missing_constraints": [ "terminal" ], "missing_key_terms": [], "name": "RealUnfazed/Chrome-TabTidy", "relevance_score": 0.54, "stars": 0, "url": "https://github.com/RealUnfazed/Chrome-TabTidy", "why_it_matched": "Strong core match; Core terms: 4/4 (browser, close, idle, tab); 0 stars, push 23 days ago; returned by 1 query variant(s), best GitHub rank 20. Cautions: reuse floor unverified: needs at least 25 stars and a push within 365 days; hard constraints unverified: terminal. tied with 18 ; T" }, { "idea_term_coverage": 1.0, "last_push": "2026-09-06T19:31:45Z", "license": "MPL-2.0", "missing_constraints": [ "terminal" ], "missing_key_terms": [], "name": "vladbulyukhin/tab-reaper", "relevance_score": 0.54, "stars": 2, "url": "https://github.com/vladbulyukhin/tab-reaper", "why_it_matched": "Strong core match; Core terms: 4/4 (browser, close, idle, tab); 2 stars, push 44 days ago; returned by 1 query variant(s), best GitHub rank 24. Cautions: reuse floor unverified: needs at least 25 stars and a push within 365 days; hard constraints unverified: terminal. tied with 18 ; T" } ], "coverage": { "bounded": true, "bounded_plan_complete": true, "note": "Counts refer to deduplicated retrieved projects, not all of GitHub. Metadata-only lexical ranking; no candidate has been run or tested.", "queries_completed": 2, "queries_failed": 0, "queries_skipped": 1, "query_budget": 2, "repositories_per_query": 30, "results_skipped": 57, "truncated": true, "unretrieved_results": null }, "errors": [], "message": null, "notes": [ "Unauthenticated mode: at most 2 search variants per call; set GITHUB_TOKEN for complete searches. Shared-IP quota still applies." ], "retry_after_seconds": null, "unique_candidates_evaluated": 60, "verdict": { "adjacent_candidates": 60, "closest_match": { "name": "TayHCode/cdpidletabs", "url": "https://github.com/TayHCode/cdpidletabs" }, "plausible_candidates": 0, "provisional": true, "reasoning": "Required behavior or constraints are unverified: terminal. Inspect README and test those requirements; broaden queries before choosing a base. None of these is a terminal tool according to retrieved metadata in the top relevance group; terminal/CLI support is unverified. tied with 18 ; TayHCode/cdpidletabs wins by more recent push.", "recommendation": "inconclusive", "search_complete": true }, "warnings": [] } }, "tool_result_checked": true, "tool_schema_bytes": 4129, "tools": [ "search_existing", "inspect_repo", "compare_candidates" ], "working": true }, "evidence_strength": "readme_checked", "example_checks": [ { "claim": "Automated test suite passes using the documented locked dev environment", "command": " run --locked pytest -q", "deferred": false, "evidence": "........................................................................ [ 35%]\n........................................................................ [ 71%]\n......................................................... [100%]\n201 passed in 1.60s", "expected": "all tests pass", "input": "uv run --locked pytest -q", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md#proof-and-development", "verdict": "yes" }, { "claim": "Ruff lint check passes on the repository", "command": " run --locked ruff check .", "deferred": false, "evidence": "All checks passed!", "expected": "no lint findings", "input": "uv run --locked ruff check .", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md#proof-and-development", "verdict": "yes" }, { "claim": "Type check passes on the source", "command": " run --locked mypy", "deferred": false, "evidence": "Success: no issues found in 7 source files", "expected": "no type errors", "input": "uv run --locked mypy", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md#proof-and-development", "verdict": "yes" } ], "status": "PASS" }, "diagnosis": null }