{ "run_id": "Anil-matcha--AI-Youtube-Shorts-Generator-claude-haiku-5-5-1792789641493602959", "date": "2026-10-23T21:15:00.074892+00:00", "repo": "Anil-matcha/AI-Youtube-Shorts-Generator", "kind": "repo", "source": "https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator", "commit": "70c5fa96984cbc35b3b76a981a81c676117370ec", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9", "pass": null, "outcome": "needs_credentials", "time_to_working_s": null, "total_s": 458.58124566078186, "steps": [ "cd && ls -la && cat README.md 2>/dev/null | head -200; python3 --version; id -u; cat /etc/os-release | head -3; ls /inputs 2>/dev/null", "cd && sed -n 200,400p README.md; echo ----; cat requirements.txt requirements-local.txt .env.example; echo ----; cat main.py; ls -la .coldpass .claude; ls shorts_generator; ls -a .git 2>&1 | head -1", "cd && git init -q 2>&1; git remote add origin https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator 2>&1; timeout 120 git fetch --depth 1 origin 70c5fa96984cbc35b3b76a981a81c676117370ec 2>&1 | tail -3; git reset --mixed FETCH_HEAD 2>&1 | tail -2; git rev-parse HEAD; git status --short | head; echo ---; which ffmpeg ffprobe; ls ; env | grep -i -E 'muapi|openai|gemini|proxy' | sed 's/=.*/=/'; dpkg -l python3.12-venv 2>/dev/null | tail -1", "cd && (sudo -n apt-get update -qq >/tmp/apt.log 2>&1; sudo -n DEBIAN_FRONTEND=noninteractive apt-get install -y -qq python3.12-venv ffmpeg >>/tmp/apt.log 2>&1; echo apt=$?) ; python3 -m venv && install -q -r requirements.txt 2>&1 | tail -5; echo pip=$?; -c \"import requests, dotenv; print('ok')\"; ffmpeg -version | head -1", "cd && cat shorts_generator/config.py; echo ----; sed -n 1,60p shorts_generator/muapi.py; echo ----; cat shorts_generator/pipeline.py | head -80", "cd && ls -a | grep -c '^.env$'; timeout 120 main.py \"https://www.youtube.com/watch?v=8Ua5lRiePFg\" --num-clips 1 --output-json .coldpass/api_result.json; echo \"rc=$?\"", "cd && timeout 900 install -q -r requirements-local.txt > /tmp/pip-local.log 2>&1; echo pip_local=$?; tail -3 /tmp/pip-local.log; -c \"import yt_dlp, faster_whisper, cv2, openai; print('local imports ok')\"", "mkdir -p && cd && (sudo -n DEBIAN_FRONTEND=noninteractive apt-get install -y -qq espeak-ng >/tmp/apt2.log 2>&1; echo espeak_install=$?) && espeak-ng -w speech.wav \"Welcome to the show. This is the most surprising thing I learned this year. Nobody tells you that, but it changed everything for me.\" && ffmpeg -y -loglevel error -f lavfi -i testsrc=size=640x360:rate=25:duration=20 -i speech.wav -shortest -c:v libx264 -pix_fmt yuv420p -c:a aac input.mp4 && ls -la input.mp4; timeout 20 curl -sI https://huggingface.co | head -1; echo hf_rc=$?", "cd && mkdir -p && LOCAL_OUTPUT_DIR= timeout 1500 main.py --mode local --num-clips 1 2>&1 | tail -30; echo \"rc=${PIPESTATUS[0]}\"; ls -la ", "cd && cat shorts_generator/local/transcriber.py | head -40; echo ----; LOCAL_OUTPUT_DIR= -c \"\nimport traceback\nfrom shorts_generator.local.transcriber import transcribe_local\ntry:\n transcribe_local('', language=None)\nexcept Exception:\n traceback.print_exc()\n\" 2>&1 | tail -25; list 2>/dev/null | grep -i -E 'faster|ctranslate|huggingface|tokenizers'", "cd && list 2>/dev/null | grep -i '^av '; install -q \"av>=11,<14\" > /tmp/pip-av.log 2>&1; echo rc=$?; tail -2 /tmp/pip-av.log; list 2>/dev/null | grep -i '^av '; LOCAL_OUTPUT_DIR= timeout 1500 main.py --mode local --num-clips 1 2>&1 | tail -12; echo \"rc=${PIPESTATUS[0]}\"", "ls -la /inputs 2>&1 | head; wc -l ; grep -n -E \"credentials_error|testable|checks|expected_returncode|stays_running|def \" | head -80; cat ", "cd && sed -n 48,60p check.py; echo ...; sed -n 653,760p check.py; echo ...; sed -n 856,935p check.py", "cd && sed -n 36,47p check.py; sed -n 202,226p check.py; sed -n 1168,1200p check.py; grep -n \"CREDENTIALS =\\|PREREQUISITE =\\|SECRET_NAME =\" check.py", "cd && grep -rn -i -E \"cron|schedul|while True|webhook|--once|--now|sleep\\(|time\\.sleep|watch\" --include=*.py . | grep -v '^./.claude' | head; echo ---; ls -a; cat .gitignore; echo ---; printf 'LOCAL_OUTPUT_DIR=\\n' > .env && cat .env && git status --short", "cd && PY= && cat > probe.json <\",\"expected_returncode\":1},\n {\"check\":\"credentials_error\",\"kind\":\"cli\",\"argv\":[\"$PY\",\"main.py\",\"\",\"--mode\",\"local\",\"--num-clips\",\"1\"],\"cwd\":\"\",\"expected_returncode\":1}\n]}\nEOF\ncat > claims.json <\",\"expected\":\"local transcription runs on the file (1 segment)\",\"probe_kind\":\"cli\",\"argv\":[\"$PY\",\"main.py\",\"\",\"--mode\",\"local\",\"--num-clips\",\"1\"],\"expected_text\":\"1 segments, 8s of audio\",\"cwd\":\"\"},\n {\"kind\":\"claim\",\"claim\":\"API mode needs a MuAPI key\",\"source\":\"For **API mode (default)**: a MuAPI key\",\"input\":\"YouTube URL without key\",\"expected\":\"run stops with MUAPI_API_KEY missing\",\"probe_kind\":\"cli\",\"argv\":[\"$PY\",\"main.py\",\"https://www.youtube.com/watch?v=8Ua5lRiePFg\",\"--num-clips\",\"1\"],\"expected_text\":\"MUAPI_API_KEY is not set\",\"cwd\":\"\"},\n {\"kind\":\"claim\",\"claim\":\"Local mode writes shorts to LOCAL_OUTPUT_DIR\",\"source\":\"Local mode writes the rendered shorts to\",\"input\":\"local file with no LLM key\",\"expected\":\"run reaches highlight ranking, needs OPENAI_API_KEY\",\"probe_kind\":\"cli\",\"argv\":[\"$PY\",\"main.py\",\"\",\"--mode\",\"local\",\"--num-clips\",\"1\"],\"expected_text\":\"OPENAI_API_KEY is not set\",\"cwd\":\"\"}\n]\nEOF\ncat > cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Entry points inspected: main.py is a one-shot argparse CLI (single run per invocation, exits). README has no cron, scheduling, loop, webhook, --once or --now. The only while-loop in source is a frame loop in shorts_generator/local/clipper.py and polling sleeps in muapi.py, which are not product cycles.\",\"checks\":[]}\nEOF\ncat > examples.json <<'EOF'\n[\n {\"kind\":\"example\",\"claim\":\"Single video, API mode quickstart\",\"source\":\"README.md Usage / Single video (API mode \u2014 default)\",\"reason\":\"Needs MUAPI_API_KEY, which is not available in this guest. Ran the documented command with no key; it stopped with 'MUAPI_API_KEY is not set' (exit 1). Covered by the credentials_error check in probe.json.\"},\n {\"kind\":\"example\",\"claim\":\"Single video, local mode quickstart\",\"source\":\"README.md Usage / Single video (Local mode)\",\"reason\":\"Needs OPENAI_API_KEY or GEMINI_API_KEY for highlight ranking, which is not available. A YouTube URL was not used because only a local file was reachable without a key. Local file transcription ran to completion and wrote a cache .srt before stopping at the missing OPENAI_API_KEY.\"},\n {\"kind\":\"example\",\"claim\":\"Batch processing with xargs\",\"source\":\"README.md Usage / Batch processing\",\"reason\":\"Each line runs main.py, which needs a MuAPI key (API mode) or an OpenAI/Gemini key (local mode). Not runnable without credentials; the single-run paths above stop at the same missing-key checks.\"}\n]\nEOF\nfor f in probe.json claims.json cycles.json examples.json; do -I -c \"import json,sys;json.load(open(sys.argv[1]));print(sys.argv[1],'valid')\" $f; done", "cd && = timeout 1500 python3 -I --validate --replay 2>&1 | tail -80; echo \"rc=${PIPESTATUS[0]}\"", "cd && cat > claims.json <<'EOF'\n[\n {\"kind\":\"claim\",\"claim\":\"Local mode accepts a direct filesystem path and skips YouTube\",\"source\":\"In `--mode local`, you can pass a `file://` URL or a direct filesystem path and skip YouTube entirely\",\"testable\":false,\"reason\":\"Needs OPENAI_API_KEY or GEMINI_API_KEY for the highlight-ranking step, which this guest does not have. The path was accepted and local transcription ran on (1 segment, 8s), then the run stopped with 'OPENAI_API_KEY is not set'.\"},\n {\"kind\":\"claim\",\"claim\":\"API mode needs a MuAPI key\",\"source\":\"For **API mode (default)**: a MuAPI key\",\"testable\":false,\"reason\":\"Needs MUAPI_API_KEY, which this guest does not have. Ran the documented API-mode command without a key; it stopped with 'MUAPI_API_KEY is not set' (exit 1). Recorded as the credentials_error check in probe.json.\"},\n {\"kind\":\"claim\",\"claim\":\"Local mode writes shorts and transcript cache to LOCAL_OUTPUT_DIR\",\"source\":\"Local transcription is cached as an `.srt` file in `LOCAL_OUTPUT_DIR` using the\",\"testable\":false,\"reason\":\"Needs an OpenAI or Gemini key before shorts are rendered. The transcript cache step did run: was written (verified contents) before the missing-key stop.\"}\n]\nEOF\n -I -c \"import json;json.load(open('claims.json'));print('ok')\"; cd && = timeout 1500 python3 -I --validate --replay > /tmp/check1.out 2>&1; echo rc=$?; python3 -I -c \"\nimport json,sys\nd=json.load(open('/tmp/check1.out')) if False else None\n\" ; grep -o '\"valid\": [a-z]*' /tmp/check1.out; grep -o '\"problems\": \\[[^]]*\\]' /tmp/check1.out | head -c 1500", "cd && cat > report.json <<'EOF'\n{\"outcome\":\"needs_credentials\",\"fault_owner\":\"prerequisite\",\"operation\":\"Turn a YouTube URL (API mode) or a local video file (local mode) into ranked vertical shorts with python main.py\",\"operation_scope\":\"Pinned commit 70c5fa96984cbc35b3b76a981a81c676117370ec, Ubuntu 24.04, Python 3.12.3 venv at Verified: install of requirements.txt and requirements-local.txt, ffmpeg, the CLI runs, and local-mode transcription on a generated speech clip (1 segment, 8s, cached .srt). Not verified: highlight ranking, clip rendering, and final shorts, because they need MUAPI_API_KEY (API mode) or OPENAI_API_KEY/GEMINI_API_KEY (local mode), which this guest does not have.\",\"steps\":[\"git init; git remote add origin https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator; git fetch --depth 1 origin 70c5fa96984cbc35b3b76a981a81c676117370ec; git reset --mixed FETCH_HEAD\",\"sudo apt-get install -y python3.12-venv ffmpeg\",\"python3 -m venv && install -r requirements.txt\",\" install -r requirements-local.txt\",\" main.py \\\"https://www.youtube.com/watch?v=8Ua5lRiePFg\\\" --num-clips 1 (exit 1: MUAPI_API_KEY is not set)\",\" main.py --mode local --num-clips 1 (after av pin; transcription OK, exit 1: OPENAI_API_KEY is not set)\"],\"deviations\":[\"README says Python 3.10+; Ubuntu 3.12.3 is used. No deviation in version, only in interpreter choice.\",\"Installed python3.12-venv and ffmpeg via apt (sudo). Installed espeak-ng to create a speech test clip outside the checkout.\",\"requirements-local.txt installs unpinned av, which resolved to 19.0.2. faster-whisper 1.2.1 calls av.open(metadata_errors=...), which fails with TypeError on that version. Substitute: pip install 'av>=11,<14' (resolved to 13.1.0) in the venv. Product source not edited.\",\"Created .env in the checkout with only LOCAL_OUTPUT_DIR= so the cache and outputs stay out of the repo (documented config; .env is gitignored). No keys were written.\",\"No MuAPI, OpenAI or Gemini key was obtained or faked; no mock LLM was substituted.\",\"Claims that need a key are recorded as testable:false with the real prerequisite instead of being replayed as successes.\",\"No product cycle exists (one-shot CLI), so cycles.json has detected:false.\",\"The README's Batch processing example and both quickstarts are recorded as blocked in examples.json.\"],\"stuck_step\":\"Highlight ranking step (LLM call) in both API mode and local mode, because no MuAPI or OpenAI/Gemini key is available in the guest.\",\"main_blocker\":\"Missing API keys: MUAPI_API_KEY for API mode, OPENAI_API_KEY or GEMINI_API_KEY for local mode.\",\"plain_failure\":\"The tool needs paid API keys to do its main work. Without them, it stops before picking any clips. Local transcription works on a test video. The highlight picking and cutting steps were not exercised, so the final shorts were not produced.\",\"suggested_fix\":\"Provide MUAPI_API_KEY (API mode) or OPENAI_API_KEY/GEMINI_API_KEY (local mode) and rerun the README quickstart. Also pin av<14 (or update faster-whisper) in requirements-local.txt, since the unpinned av breaks local transcription with a TypeError on av 19.\"}\nEOF\n -I -c \"import json;json.load(open('report.json'));print('report valid')\"; ls -la ; cd && git status --short; pgrep -fa \"main.py|mcp|http.server\" | grep -v pgrep || echo \"no servers running\"", "cd && = timeout 1500 python3 -I --validate --replay > /tmp/check2.out 2>&1; echo rc=$?; grep -o '\"valid\": [a-z]*' /tmp/check2.out; grep -o '\"problems\": \\[[^]]*\\]' /tmp/check2.out" ], "stuck_step": "Highlight ranking step (LLM call) in both API mode and local mode, because no MuAPI or OpenAI/Gemini key is available in the guest.", "error_excerpt": "Missing API keys: MUAPI_API_KEY for API mode, OPENAI_API_KEY or GEMINI_API_KEY for local mode.", "what_it_did": "Turn a YouTube URL (API mode) or a local video file (local mode) into ranked vertical shorts with python main.py", "suggested_fix": "Provide MUAPI_API_KEY (API mode) or OPENAI_API_KEY/GEMINI_API_KEY (local mode) and rerun the README quickstart. Also pin av<14 (or update faster-whisper) in requirements-local.txt, since the unpinned av breaks local transcription with a TypeError on av 19.", "tokens_in": 674666, "tokens_out": 20885, "cost_usd": 0.027610069999999997, "usage_complete": true, "checks": [ { "status": "PASS", "details": { "working": false, "argv": [ "", "main.py", "https://www.youtube.com/watch?v=8Ua5lRiePFg", "--num-clips", "1" ], "kind": "cli", "returncode": 1, "stdout": "[download] requesting https://www.youtube.com/watch?v=8Ua5lRiePFg @ 720p", "stderr": "\nFAILED: MUAPI_API_KEY is not set. Add it to your .env file or export it as an env var.", "needs_credentials": true, "needs_browser": false, "scope": "partial: missing credentials" }, "check": "credentials_error", "optional": false }, { "status": "PASS", "details": { "working": false, "argv": [ "", "main.py", "", "--mode", "local", "--num-clips", "1" ], "kind": "cli", "returncode": 1, "stdout": "[download/local] using local file: \n[transcribe/local] reusing cached transcript: \n[transcribe/local] 1 cached segments, 7s of audio\n[highlights] content=other density=medium duration=7s", "stderr": "\nFAILED: OPENAI_API_KEY is not set. Local mode needs an OpenAI key for highlight ranking. Add it to your .env or export it, or switch back to --mode api.", "needs_credentials": true, "needs_browser": false, "scope": "partial: missing credentials" }, "check": "credentials_error", "optional": false } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 1 connection review, 34 known vulnerability.", "findings": [ { "kind": "connection-review", "count": 1, "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.", "location_count": 43, "process_count": 14 }, { "kind": "known-vulnerability", "count": 26, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 4 } ], "context": [], "limitations": [ "A short run cannot establish that code is safe.", "Connections show IP addresses; proxies can hide the final hostname.", "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing." ], "static": { "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check." }, "evidence_url": "/safety/?run=Anil-matcha--AI-Youtube-Shorts-Generator-claude-haiku-5-5-1792789641493602959", "evidence_file": "/data/safety/Anil-matcha--AI-Youtube-Shorts-Generator-claude-haiku-5-5-1792789641493602959.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.300 (Claude Code)", "tool_transport": "mcp-assigned-vm", "platform": "linux", "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "native_tool_calls": 20, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "70c5fa96984cbc35b3b76a981a81c676117370ec", "url": "https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator" }, "purpose": "initial", "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "fault": { "owner": "prerequisite", "status": "diagnosed", "reason": "Missing API keys: MUAPI_API_KEY for API mode, OPENAI_API_KEY or GEMINI_API_KEY for local mode." }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": "partial checks", "tool_calls": 20, "guest_setup": null, "runtime": null, "runtime_version": null, "runtime_revision": null, "source_revision": null, "evidence_version": null, "failure_origin": null, "evidence_strength": "nothing_checked", "works": "partly", "install_s": null, "first_use_s": null, "mcp": "none", "needs": [ "credentials" ], "needs_which": "MUAPI_API_KEY", "agent_interface": [], "license": "MIT", "repo_url": "https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator", "cost_to_try": "needs an account or key", "hardware": "GPU", "what_failed": "Missing API keys: MUAPI_API_KEY for API mode, OPENAI_API_KEY or GEMINI_API_KEY for local mode.", "local_or_hosted": "both", "cycle_checks": [ { "kind": "cycle", "claim": "Scheduled or looping main behavior", "source": "repository entry points", "input": "source inspection", "expected": "identify the product trigger", "verdict": "yes", "outcome": "Entry points inspected: main.py is a one-shot argparse CLI (single run per invocation, exits). README has no cron, scheduling, loop, webhook, --once or --now. The only while-loop in source is a frame loop in shorts_generator/local/clipper.py and polling sleeps in muapi.py, which are not product cycles.", "evidence": "Entry points inspected: main.py is a one-shot argparse CLI (single run per invocation, exits). README has no cron, scheduling, loop, webhook, --once or --now. The only while-loop in source is a frame loop in shorts_generator/local/clipper.py and polling sleeps in muapi.py, which are not product cycles.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "Local mode accepts a direct filesystem path and skips YouTube", "source": "In `--mode local`, you can pass a `file://` URL or a direct filesystem path and skip YouTube entirely", "input": "", "expected": "", "command": "", "verdict": "blocked", "outcome": "Needs OPENAI_API_KEY or GEMINI_API_KEY for the highlight-ranking step, which this guest does not have. The path was accepted and local transcription ran on (1 segment, 8s), then the run stopped with 'OPENAI_API_KEY is not set'.", "evidence": "Needs OPENAI_API_KEY or GEMINI_API_KEY for the highlight-ranking step, which this guest does not have. The path was accepted and local transcription ran on (1 segment, 8s), then the run stopped with 'OPENAI_API_KEY is not set'.", "source_checked": true, "source_file": "README.md" }, { "kind": "claim", "claim": "API mode needs a MuAPI key", "source": "For **API mode (default)**: a MuAPI key", "input": "", "expected": "", "command": "", "verdict": "blocked", "outcome": "Needs MUAPI_API_KEY, which this guest does not have. Ran the documented API-mode command without a key; it stopped with 'MUAPI_API_KEY is not set' (exit 1). Recorded as the credentials_error check in probe.json.", "evidence": "Needs MUAPI_API_KEY, which this guest does not have. Ran the documented API-mode command without a key; it stopped with 'MUAPI_API_KEY is not set' (exit 1). Recorded as the credentials_error check in probe.json.", "source_checked": true, "source_file": "README.md" }, { "kind": "claim", "claim": "Local mode writes shorts and transcript cache to LOCAL_OUTPUT_DIR", "source": "Local transcription is cached as an `.srt` file in `LOCAL_OUTPUT_DIR` using the", "input": "", "expected": "", "command": "", "verdict": "blocked", "outcome": "Needs an OpenAI or Gemini key before shorts are rendered. The transcript cache step did run: was written (verified contents) before the missing-key stop.", "evidence": "Needs an OpenAI or Gemini key before shorts are rendered. The transcript cache step did run: was written (verified contents) before the missing-key stop.", "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Single video, API mode quickstart", "source": "README.md Usage / Single video (API mode \u2014 default)", "input": "", "command": "", "evidence": "Needs MUAPI_API_KEY, which is not available in this guest. Ran the documented command with no key; it stopped with 'MUAPI_API_KEY is not set' (exit 1). Covered by the credentials_error check in probe.json.", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "Needs MUAPI_API_KEY, which is not available in this guest. Ran the documented command with no key; it stopped with 'MUAPI_API_KEY is not set' (exit 1). Covered by the credentials_error check in probe.json." }, { "kind": "example", "claim": "Single video, local mode quickstart", "source": "README.md Usage / Single video (Local mode)", "input": "", "command": "", "evidence": "Needs OPENAI_API_KEY or GEMINI_API_KEY for highlight ranking, which is not available. A YouTube URL was not used because only a local file was reachable without a key. Local file transcription ran to completion and wrote a cache .srt before stopping at the missing OPENAI_API_KEY.", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "Needs OPENAI_API_KEY or GEMINI_API_KEY for highlight ranking, which is not available. A YouTube URL was not used because only a local file was reachable without a key. Local file transcription ran to completion and wrote a cache .srt before stopping at the missing OPENAI_API_KEY." }, { "kind": "example", "claim": "Batch processing with xargs", "source": "README.md Usage / Batch processing", "input": "", "command": "", "evidence": "Each line runs main.py, which needs a MuAPI key (API mode) or an OpenAI/Gemini key (local mode). Not runnable without credentials; the single-run paths above stop at the same missing-key checks.", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "Each line runs main.py, which needs a MuAPI key (API mode) or an OpenAI/Gemini key (local mode). Not runnable without credentials; the single-run paths above stop at the same missing-key checks." } ], "does_what_it_says": null, "maintenance": { "last_commit_at": "2026-10-22T15:43:10Z", "commits_90d": 10, "merged_prs_90d": 0, "open_issues": 9, "open_prs": 16, "reply_share": 0.24, "reply_threads": 50, "median_reply_hours": 5000.4, "last_release_at": null, "archived": false, "verdict": "maintained", "note": "actively maintained: last commit 1 days ago; 10 commits and 0 merged PRs in 90 days; 9 open issues, 16 open PRs; 12 of 50 recent threads got a maintainer reply, median first reply 5000.4h; no releases" }, "maintenance_verdict": "maintained", "maintenance_note": "actively maintained: last commit 1 days ago; 10 commits and 0 merged PRs in 90 days; 9 open issues, 16 open PRs; 12 of 50 recent threads got a maintainer reply, median first reply 5000.4h; no releases", "maintained": "active", "maintained_note": "last commit 1 days ago; 8 open issues, 6 answered or closed", "last_commit_at": "2026-10-22T15:43:11Z", "last_release_at": null, "open_issues": 8, "answered_issues": 6, "platforms_claimed": [ "linux" ], "topic": "agent-harness", "agent_interfaces": [ { "interface": "cli", "evidence": "independent checker", "observed": true, "operation_checked": false } ], "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.", "mcp_context": null, "tested_at": "2026-10-23T21:15:00.074892+00:00", "tested_commit": "70c5fa96984cbc35b3b76a981a81c676117370ec", "tested_with": { "agent": "claude-code", "agent_version": "2.1.300 (Claude Code)", "model": "claude-haiku-5-5", "model_route": "claude-haiku-5-5", "reasoning": "low", "os": "linux", "backend": "hyperv", "transport": "mcp-assigned-vm" }, "setup_identity": { "repo": "Anil-matcha/AI-Youtube-Shorts-Generator", "source": "https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator", "commit": "70c5fa96984cbc35b3b76a981a81c676117370ec", "source_revision": null, "os": "linux", "architecture": null, "backend": "hyperv", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.300 (Claude Code)", "tool_transport": "mcp-assigned-vm", "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "70c5fa96984cbc35b3b76a981a81c676117370ec", "url": "https://github.com/Anil-matcha/AI-Youtube-Shorts-Generator" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Turn a YouTube URL (API mode) or a local video file (local mode) into ranked vertical shorts with python main.py", "operation_scope": "partial checks", "hosting": null, "kind": "repo", "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": null, "report_url": "/reports/Anil-matcha--AI-Youtube-Shorts-Generator-claude-haiku-5-5-1792789641493602959.json" }