11 views

Panniantong/Agent-Reach

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Python★ 103,981+746 that day#7 on trending

Analyzed October 27, 2026 at 14c2134 (main) with jscpd v5 in 1.1s. Code duplication went from 0.93% on Sep 15 to 0.44% on Oct 27.

B74/100

Project health15,266 lines of code (M)

Duplication90

1% in python, bash

Dead code95

0.2%

Complexity48

57.8%

The score is jscpd's own --health model: markup, data and text left out, tests kept. The numbers below are the trending scan's.

0.44%duplicated code · 43 of 9,753 lines

4clones in code

51code files of 109 scanned

0.92%duplicated over all files · 16 clones

Most complex files

Dead code 0.25% unused · 2 findings

scripts/accept-search.pyunused-file
agent_reach/runtime/browser.py:_CONTEXT_REunused-symbol

The code number leaves out tests, fixtures, docs, examples, data files, styles, translations and vendored code.

Largest clones in the code

18 lines in 2 placesbash122 tokens

agent_reach/scripts/transcribe_xiaoyuzhou.sh:222–239agent_reach/scripts/transcribe_xiaoyuzhou.sh:253–269

222RESPONSE=$(curl --silent --show-error \
223    --connect-timeout "$CURL_CONNECT_TIMEOUT" \
224    --max-time "$GROQ_TIMEOUT" \
225    --max-filesize "$MAX_API_RESPONSE_BYTES" \
226    -w "\n%{http_code}" \
227    https://api.groq.com/openai/v1/audio/transcriptions \
228    -H "Authorization: Bearer $GROQ_API_KEY" \
229    -F file="@$WORK_DIR/chunk_${i}.mp3" \
230    -F model="whisper-large-v3" \
231    -F language="zh" \

First 10 of 18 lines.

9 lines in 2 placespython92 tokens

agent_reach/channels/facebook.py:35–43agent_reach/channels/instagram.py:44–52

35        live_test={"username": "zuck"},
36    ),
37)
38
39def _opencli_search(self, *, query: str, limit: int, timeout: float) -> list:
40    return self._opencli(["search", query, "--limit", str(limit)], timeout)[:limit]
41
42def _opencli_profile(self, *, username: str, timeout: float) -> list:
43    return self._opencli(["profile", username], timeout, empty_is_error=False)[:1]

8 lines in 2 placespython54 tokens

agent_reach/channels/facebook.py:21–28agent_reach/channels/twitter.py:41–48

21"Search Facebook",
22(
23    Param("query", "what to search for"),
24    Param("limit", "max results", required=False, type=int, default=5),
25),
26(("opencli", "_opencli_search"),),
27live_test={"query": "openai", "limit": 2},
28public_web=("facebook.com/",),

41"Search tweets",
42(
43    Param("query", "what to search for"),
44    Param("limit", "max results", required=False, type=int, default=5),
45),
46(("opencli", "_opencli_search"),),
47live_test={"query": "openai", "limit": 2},
48public_web=("x.com/", "twitter.com/"),

1 more

8 lines in 2 placespython50 tokens
agent_reach/config.py:56–63 agent_reach/utils/paths.py:123–130

Largest clones over all files, tests and data included

9 lines in 3 placespythontests62 tokens

tests/test_transcribe.py:625–633tests/test_transcribe.py:645–653tests/test_transcribe.py:751–759

625def test_passes_public_url_after_end_of_options_marker(self, monkeypatch, tmp_path):
626    monkeypatch.setattr(tr, "_require", lambda binary: None)
627    captured = {}
628
629    def fake_run(cmd, timeout=600):
630        captured["cmd"] = cmd
631        (tmp_path / "source.m4a").write_bytes(b"audio")
632
633    monkeypatch.setattr(tr, "_run", fake_run)

18 lines in 2 placesbash122 tokens

agent_reach/scripts/transcribe_xiaoyuzhou.sh:222–239agent_reach/scripts/transcribe_xiaoyuzhou.sh:253–269

222RESPONSE=$(curl --silent --show-error \
223    --connect-timeout "$CURL_CONNECT_TIMEOUT" \
224    --max-time "$GROQ_TIMEOUT" \
225    --max-filesize "$MAX_API_RESPONSE_BYTES" \
226    -w "\n%{http_code}" \
227    https://api.groq.com/openai/v1/audio/transcriptions \
228    -H "Authorization: Bearer $GROQ_API_KEY" \
229    -F file="@$WORK_DIR/chunk_${i}.mp3" \
230    -F model="whisper-large-v3" \
231    -F language="zh" \

First 10 of 18 lines.

22 lines in 2 placespythontests122 tokens

tests/test_transcribe.py:181–202tests/test_transcribe.py:213–234

181def test_auto_does_not_send_audio_to_second_provider_without_consent(
182    self,
183    monkeypatch,
184    fake_config,
185    tmp_path,
186    chunk_file,
187    bounded_audio_duration,
188):
189    fake_config.set("groq_api_key", "gsk_test")
190    fake_config.set("openai_api_key", "sk-test")

First 10 of 22 lines.

9 lines in 2 placespython92 tokens
agent_reach/channels/facebook.py:35–43 agent_reach/channels/instagram.py:44–52
16 lines in 2 placespythontests90 tokens
tests/test_transcribe.py:542–557 tests/test_transcribe.py:576–591

By format, code only

Format	Files	Lines	Clones	Duplicated lines	Duplication
python	49	9,288	3	25	0.27%
bash	2	465	1	18	3.87%

By format, all files

Format	Files	Lines	Clones	Duplicated lines	Duplication
python	76	14,801	13	129	0.87%
markdown	15	1,358	2	16	1.18%
bash	4	480	1	18	3.75%
json	1	513	0	0	0%
yaml	4	275	0	0	0%
markup	4	163	0	0	0%
toml	1	76	0	0	0%
txt	2	48	0	0	0%
mermaid	2	16	0	0	0%

Trending appearances

Day	Rank	Stars	Files	Lines	Clones	All files	Code	Health	Commit
Oct 27, 2026	#7	103,981 (+746)	109	17,730	16	0.92%	0.44%	B 74	`14c2134`
Oct 6, 2026	#5	92,069 (+1,155)	140	24,089	63	2.92%	0.89%	B 71.3	`a19a171`
Oct 5, 2026	#3	91,107 (+980)	140	24,089	63	2.92%	0.89%	B 71.3	`a19a171`
Oct 4, 2026	#3	90,060 (+1,696)	140	24,089	63	2.92%	0.89%	B 71.3	`a19a171`
Oct 3, 2026	#1	88,922 (+696)	140	24,089	63	2.92%	0.89%	B 71.3	`a19a171`
Sep 15, 2026	#6	81,551 (+651)	138	22,897	57	2.78%	0.93%	—	`da5044d`

Want this for your own project? Install jscpd and run jscpd ., or measure it the way the baselines were measured.