Not in the top 1,000 by GitHub stars
YeJe-cpu/SeeCut
An AI editor that watches its own cut: talking-head / AI-avatar video → auto-edited short video. 网感口播精剪:数字人/真人口播 → AI 自动精剪成网感动效短视频 → 可选剪映分层草稿
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
skill/seecut/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Local scripts
First observation → b05d7ed27404
No earlier version was observed for comparison.
Heat
7.5- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
- seecut
skill/seecut
How it works
seecut
When your agent uses it
网感口播精剪(v3.4):口播视频加动效,自动剪成"网感口播精剪风格"竖版/横版样片,交付渲染成片+分层工程包(装了剪映引擎则再出剪映分层草稿,音效放草稿;没装则音效混进成片)。当用户给了口播粗剪(+B-roll/截图/录屏)并想要"口播动效/加卡片弹字/剪成短视频/做动效样片/网感口播精剪"时用。自循环:预检→素材理解→找真证据→编排→HyperFrames构建→硬门+两两对比自迭代(≤3版)→配音效→交付→用户终审。不做:纯字幕/纯配音/纯生图/BGM。
What it loads into context
Frontmatter
212 tokensAlways available to the agent
SKILL.md
3,580 tokensWhen the skill is activated
Reference documents
37,082 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 0 · 开工前(必做)
- 1 · 素材理解 → `素材台账.md`
- 2 · 转写 → 词级时间轴
- 3 · 找真证据(v2 新增,参考片密度的来源)
- 4 · SHOTBOOK 编排(`references/04-SHOTBOOK施工规格.md`)
- 5 · 构建(HyperFrames HTML/GSAP,守 08 避坑SOP)
- 6 · 质检闭环(`references/06-质检闭环spec.md`)
- 7 · 音效(`references/09-音效规范.md`)
- 8 · 分层工程包 → 剪映分层草稿(`references/10-剪映分层工程.md`;剪映引擎可选,没装就交分层工程包 + plan,跳过第 3 步)
- 9 · 交付
- 依赖
Scripts executed separately
assets/hf-hw/hf-hw.jsscripts/_common.mjsscripts/agy_judge.pyscripts/agy_read.shscripts/geom-check.mjsscripts/grab_evidence.mjsscripts/jianying_layers.mjsscripts/jianying_plan.pyscripts/preflight.shscripts/render.mjsscripts/sfx.pyscripts/sfx_ledger.pyscripts/wait_for.sh
Files
CHANGELOG.mddoc14,427 bytesREADME.mddoc3,074 bytesSKILL.mdcore10,902 bytesassets/hf-hw/README.mddoc1,831 bytesassets/hf-hw/fonts/Caveat-700-latin.woff2asset74,932 bytesassets/hf-hw/hf-hw.cssasset4,334 bytesassets/hf-hw/hf-hw.jsruns45,869 bytesreferences/00-总纲.mddoc5,902 bytesreferences/01-方法论.mddoc12,361 bytesreferences/02-设计令牌Design-Reference.mddoc15,598 bytesreferences/03-编排层决策表.mddoc5,667 bytesreferences/04-SHOTBOOK施工规格.mddoc11,387 bytesreferences/05-视觉质量地板.mddoc4,236 bytesreferences/06-质检闭环spec.mddoc9,368 bytesreferences/07-几何规则自检spec.mddoc6,712 bytesreferences/08-避坑SOP.mddoc6,914 bytesreferences/09-音效规范.mddoc5,399 bytesreferences/10-剪映分层工程.mddoc4,108 bytesreferences/11-无据段画法参考.mddoc4,348 bytesreferences/prompt/对比评委.txtdoc1,319 bytesreferences/prompt/硬伤清单.txtdoc1,657 bytesreferences/金锚集/README.mddoc641 bytesscripts/_common.mjsruns2,008 bytesscripts/agy_judge.pyruns13,738 bytesscripts/agy_read.shruns992 bytesscripts/geom-check.mjsruns10,624 bytesscripts/grab_evidence.mjsruns1,632 bytesscripts/jianying_layers.mjsruns10,781 bytesscripts/jianying_plan.pyruns9,975 bytesscripts/preflight.shruns4,095 bytesscripts/render.mjsruns4,660 bytesscripts/schemas/check.jsonasset651 bytesscripts/schemas/pair.jsonasset742 bytesscripts/sfx.pyruns7,894 bytesscripts/sfx_ledger.pyruns4,599 bytesscripts/wait_for.shruns1,759 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- seecut
Repository facts
- License
- No license detected
- Created
- Sep 25, 2026
- Last pushed
- Oct 30, 2026
- Forks
- 83
- Open issues
- 0
- Project activity
- Active
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 4, 2026
- No broad tool permissions
- 2 dangerous shell commandsin 2 files: seecut/scripts/agy_read.sh:12 seecut/scripts/preflight.sh:12
- 22 network referencesin 5 files: seecut/assets/hf-hw/hf-hw.js:145 seecut/SKILL.md:10 seecut/scripts/agy_judge.py:9 and 2 more
- No hidden or obfuscated text
- 9 instruction override signalsin 3 files: seecut/scripts/agy_judge.py:101 seecut/scripts/agy_read.sh:9 seecut/scripts/preflight.sh:10
- 13 executable scriptsin 13 files: seecut/assets/hf-hw/hf-hw.js:1 seecut/scripts/_common.mjs:1 seecut/scripts/agy_judge.py:1 and 10 more
- 4 references to secretsin 3 files: seecut/scripts/agy_judge.py:18 seecut/scripts/sfx.py:17 seecut/scripts/sfx_ledger.py:31
- No requests to vote in Hot
Show all 50 signals by file
skill/seecut/SKILL.md
- Network accessline 10
## 0 · 开工前(必做) 1. **读** `references/00-总纲.md`(16 条,全 skill 最高规则;其它文件与它冲突时以它为准并在报告里指出)+ `references/08-避坑SOP.md`(渲染铁律)。 2. **预检**:`export JIANJI_PROXY=http://127.0.0.1:1087` 后 `zsh scripts/preflight.sh` —— 必需项缺失就先装或报告用户,别跑到一半才发现。hyperframes - Network accessline 11
1. **读** `references/00-总纲.md`(16 条,全 skill 最高规则;其它文件与它冲突时以它为准并在报告里指出)+ `references/08-避坑SOP.md`(渲染铁律)。 2. **预检**:`export JIANJI_PROXY=http://127.0.0.1:1087` 后 `zsh scripts/preflight.sh` —— 必需项缺失就先装或报告用户,别跑到一半才发现。hyperframes CLI 走 npx,是必需项( - Network accessline 12
2. **预检**:`export JIANJI_PROXY=http://127.0.0.1:1087` 后 `zsh scripts/preflight.sh` —— 必需项缺失就先装或报告用户,别跑到一半才发现。hyperframes CLI 走 npx,是必需项(官方组件库靠它)。 - Network accessline 45
5. **停**:硬门全过 且 **最近一次对比有效**(对比不胜上一版 或 到 **v3** 或 只剩肉眼看不出的小修补)→ 进入交付。每一版必须至少改一处第4步找出的大差距,小修补合并进同一版。**不追任何百分比,不自判"够了",也不无限死磕**;卡住就带证据报告用户。 **agy(Antigravity)是必需项**:AI 看视频做质检和自迭代是本管线的核心,不提供无 agy 的降级模式;preflight 里 agy 不通就先修好再开工。 (代理:`export JI - Network accessline 47
(代理:`export JIANJI_PROXY=http://127.0.0.1:1087` 或按本机 VPN 端口。agy_judge 退出码 2=无结果、3=agy 要重新登录或账号地区不支持→停下找用户。check 默认超时 300s、pair 540s,被截断会自动加长重试。)
skill/seecut/assets/hf-hw/hf-hw.js
- Executable scriptline 1
Executable file - Network accessline 145
} var svg = pathEl.ownerSVGElement; var ns = "http://www.w3.org/2000/svg"; - Network accessline 146
var svg = pathEl.ownerSVGElement; var ns = "http://www.w3.org/2000/svg"; var w = parseFloat(getComputedStyle(pathEl).strokeWidth) || 6; - Network accessline 147
var ns = "http://www.w3.org/2000/svg"; - Network accessline 725
} var svg = pathEl.ownerSVGElement; var ns = "http://www.w3.org/2000/svg"; - Network accessline 726
var svg = pathEl.ownerSVGElement; var ns = "http://www.w3.org/2000/svg"; var w = parseFloat(getComputedStyle(pathEl).strokeWidth) || 6; - Network accessline 727
var ns = "http://www.w3.org/2000/svg"; - Network accessline 943
); } var ns = "http://www.w3.org/2000/svg"; - Network accessline 944
} var ns = "http://www.w3.org/2000/svg"; var curve = document.createElementNS(ns, "path"); - Network accessline 945
var ns = "http://www.w3.org/2000/svg";
skill/seecut/scripts/_common.mjs
- Executable scriptline 1
Executable file
skill/seecut/scripts/agy_judge.py
- Executable scriptline 1
#!/usr/bin/env python3 - Network accessline 9
每次 --new-project;JSON schema 输出;指纹核(照抄文字须在 html 源码里命中 ≥2 条,无 html 则跳过); 时长核(与 ffprobe 差 ≤3s);无效重跑 1 次,仍无效则标 invalid;pair 自动交换位置跑两次求共识。 代理:继承当前环境的 https_proxy/http_proxy/all_proxy;若设了 JIANJI_PROXY=http://127.0.0.1:1087 则自动套用。 - Network accessline 10
时长核(与 ffprobe 差 ≤3s);无效重跑 1 次,仍无效则标 invalid;pair 自动交换位置跑两次求共识。 代理:继承当前环境的 https_proxy/http_proxy/all_proxy;若设了 JIANJI_PROXY=http://127.0.0.1:1087 则自动套用。 """ - Network accessline 11
代理:继承当前环境的 https_proxy/http_proxy/all_proxy;若设了 JIANJI_PROXY=http://127.0.0.1:1087 则自动套用。 - Access to secretsline 18
[Credential-related source omitted] - Access to secretsline 96
[Credential-related source omitted] - Instruction override signalline 101
cmd = [AGY, '-p', prompt, '--new-project', '--add-dir', '.', '--model', 'gemini-3.8-flash-high', '--json-schema', os.path.join(SKILL, SCHEMAS[mode]), '--output-format', 'json', '--dangerously-skip-permissions', '--prin - Instruction override signalline 102
'--json-schema', os.path.join(SKILL, SCHEMAS[mode]), '--output-format', 'json', '--dangerously-skip-permissions', '--print-timeout', f'{timeout}s'] try: - Instruction override signalline 103
'--dangerously-skip-permissions', '--print-timeout', f'{timeout}s']
skill/seecut/scripts/agy_read.sh
- Executable scriptline 1
#!/bin/zsh - Instruction override signalline 9
AGY=$(command -v agy || echo ~/.local/bin/agy) cd "$D" && perl -e "alarm $((T+60)); exec @ARGV" "$AGY" -p "看 @$N 。$Q 直接凭观看作答,禁止启动任何后台 OCR/转录/采样子任务,不要读取其它文件。" --new-project --add-dir . --model gemini-3.8-flash-high --dangerously-skip-permiss - Instruction override signalline 10
cd "$D" && perl -e "alarm $((T+60)); exec @ARGV" "$AGY" -p "看 @$N 。$Q 直接凭观看作答,禁止启动任何后台 OCR/转录/采样子任务,不要读取其它文件。" --new-project --add-dir . --model gemini-3.8-flash-high --dangerously-skip-permissions --print-timeout ${T}s RC=$?; rm -rf "$D"; - Instruction override signalline 11
直接凭观看作答,禁止启动任何后台 OCR/转录/采样子任务,不要读取其它文件。" --new-project --add-dir . --model gemini-3.8-flash-high --dangerously-skip-permissions --print-timeout ${T}s - Dangerous shell operationline 12
RC=$?; rm -rf "$D"; exit $RC
skill/seecut/scripts/geom-check.mjs
- Executable scriptline 1
Executable file
skill/seecut/scripts/grab_evidence.mjs
- Network accessline 1
// 找证据:把口播提到的真实网页截成图(参考片"真实证据优先")。截完必须读图核敏感字(总纲第7条)再入片。 // 用法: node grab_evidence.mjs <输出目录> <url> [<url>...] 可选环境: EVID_W=1280 EVID_H=800 EVID_FULL=1 JIANJI_PROXY=http://127.0.0.1:1087 - Executable scriptline 1
Executable file - Network accessline 2
// 用法: node grab_evidence.mjs <输出目录> <url> [<url>...] 可选环境: EVID_W=1280 EVID_H=800 EVID_FULL=1 JIANJI_PROXY=http://127.0.0.1:1087
skill/seecut/scripts/jianying_layers.mjs
- Executable scriptline 1
Executable file
skill/seecut/scripts/jianying_plan.py
- Executable scriptline 1
#!/usr/bin/env python3
skill/seecut/scripts/preflight.sh
- Executable scriptline 1
#!/bin/zsh - Instruction override signalline 10
if [ -x "$AGY" ] && [ -z "$SKIP_AGY_PING" ]; then [ -n "$JIANJI_PROXY" ] && export https_proxy=$JIANJI_PROXY http_proxy=$JIANJI_PROXY HTTPS_PROXY=$JIANJI_PROXY HTTP_PROXY=$JIANJI_PROXY TD=$(mktemp -d); PING=$(cd "$TD" && perl -e 'alarm - Instruction override signalline 11
[ -n "$JIANJI_PROXY" ] && export https_proxy=$JIANJI_PROXY http_proxy=$JIANJI_PROXY HTTPS_PROXY=$JIANJI_PROXY HTTP_PROXY=$JIANJI_PROXY TD=$(mktemp -d); PING=$(cd "$TD" && perl -e 'alarm 150; exec @ARGV' "$AGY" -p "只回复两个字母:OK" --new-projec - Dangerous shell operationline 12
TD=$(mktemp -d); PING=$(cd "$TD" && perl -e 'alarm 150; exec @ARGV' "$AGY" -p "只回复两个字母:OK" --new-project --add-dir . --model gemini-3.8-flash-high --dangerously-skip-permissions --print-timeout 120s 2>&1); rm -rf "$TD" - Instruction override signalline 12
TD=$(mktemp -d); PING=$(cd "$TD" && perl -e 'alarm 150; exec @ARGV' "$AGY" -p "只回复两个字母:OK" --new-project --add-dir . --model gemini-3.8-flash-high --dangerously-skip-permissions --print-timeout 120s 2>&1); rm -rf "$TD" - Network accessline 16
else bad "agy 实调没有正常返回(查代理/网络):$(print -r -- "$PING" | tail -1 | cut -c1-120)"; fi fi [ -n "$https_proxy$JIANJI_PROXY" ] && ok "已设代理(地址不打印,防泄露账号密码)" || warn "未设代理(agy/海外截图需要:export JIANJI_PROXY=http://127.0.0.1:1087)" - Network accessline 17
fi [ -n "$https_proxy$JIANJI_PROXY" ] && ok "已设代理(地址不打印,防泄露账号密码)" || warn "未设代理(agy/海外截图需要:export JIANJI_PROXY=http://127.0.0.1:1087)" HS=( ~/Library/Caches/ms-playwright/chromium_headless_shell-*/*/chrome-headless-shell(N) ~/.cache/ms-play - Network accessline 18
[ -n "$https_proxy$JIANJI_PROXY" ] && ok "已设代理(地址不打印,防泄露账号密码)" || warn "未设代理(agy/海外截图需要:export JIANJI_PROXY=http://127.0.0.1:1087)"
skill/seecut/scripts/render.mjs
- Executable scriptline 1
Executable file
skill/seecut/scripts/sfx.py
skill/seecut/scripts/sfx_ledger.py
skill/seecut/scripts/wait_for.sh
- Executable scriptline 1
#!/bin/zsh
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Declared and executed: 1 fact
- Contacts www.w3.org, which SKILL.md, the README and the plugin manifest do not mentionseecut/assets/hf-hw/hf-hw.js:147High confidence
Signal confidence: 50 facts
- Network access in prose of the SKILL.mdseecut/SKILL.md:10Low confidence
- Network access in prose of the SKILL.mdseecut/SKILL.md:11Low confidence
- Network access in prose of the SKILL.mdseecut/SKILL.md:12Low confidence
- Network access in prose of the SKILL.mdseecut/SKILL.md:45Low confidence
- Network access in prose of the SKILL.mdseecut/SKILL.md:47Low confidence
- Executable script in a comment of a file that runsseecut/assets/hf-hw/hf-hw.js:1Low confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:145High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:146High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:147High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:725High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:726High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:727High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:943High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:944High confidence
- Network access in code of a file that runsseecut/assets/hf-hw/hf-hw.js:945High confidence
- Executable script in a comment of a file that runsseecut/scripts/_common.mjs:1Low confidence
- Executable script in code of a file that runsseecut/scripts/agy_judge.py:1High confidence
- Network access in prose of a file that runsseecut/scripts/agy_judge.py:9Low confidence
- Network access in prose of a file that runsseecut/scripts/agy_judge.py:10Low confidence
- Network access in prose of a file that runsseecut/scripts/agy_judge.py:11Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueseecut/scripts/agy_judge.py:18Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueseecut/scripts/agy_judge.py:96Low confidence
- Instruction override signal in code of a file that runsseecut/scripts/agy_judge.py:101Low confidence
- Instruction override signal in code of a file that runsseecut/scripts/agy_judge.py:102Low confidence
- Instruction override signal in code of a file that runsseecut/scripts/agy_judge.py:103Low confidence
- Executable script in code of a file that runsseecut/scripts/agy_read.sh:1High confidence
- Instruction override signal in code of a file that runsseecut/scripts/agy_read.sh:9Low confidence
- Instruction override signal in code of a file that runsseecut/scripts/agy_read.sh:10Low confidence
- Instruction override signal in code of a file that runsseecut/scripts/agy_read.sh:11Low confidence
- Dangerous shell operation in code of a file that runsseecut/scripts/agy_read.sh:12High confidence
- Executable script in a comment of a file that runsseecut/scripts/geom-check.mjs:1Low confidence
- Network access in a comment of a file that runsseecut/scripts/grab_evidence.mjs:1Low confidence
- Executable script in a comment of a file that runsseecut/scripts/grab_evidence.mjs:1Low confidence
- Network access in a comment of a file that runsseecut/scripts/grab_evidence.mjs:2Low confidence
- Executable script in a comment of a file that runsseecut/scripts/jianying_layers.mjs:1Low confidence
- Executable script in code of a file that runsseecut/scripts/jianying_plan.py:1High confidence
- Executable script in code of a file that runsseecut/scripts/preflight.sh:1High confidence
- Instruction override signal in code of a file that runsseecut/scripts/preflight.sh:10Low confidence
- Instruction override signal in code of a file that runsseecut/scripts/preflight.sh:11Low confidence
- Dangerous shell operation in code of a file that runsseecut/scripts/preflight.sh:12High confidence
- Instruction override signal in code of a file that runsseecut/scripts/preflight.sh:12Low confidence
- Network access in code of a file that runsseecut/scripts/preflight.sh:16High confidence
- Network access in code of a file that runsseecut/scripts/preflight.sh:17High confidence
- Network access in code of a file that runsseecut/scripts/preflight.sh:18High confidence
- Executable script in a comment of a file that runsseecut/scripts/render.mjs:1Low confidence
- Executable script in code of a file that runsseecut/scripts/sfx.py:1High confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueseecut/scripts/sfx.py:17Low confidence
- Executable script in code of a file that runsseecut/scripts/sfx_ledger.py:1High confidence
- Access to secrets in code of a file that runsseecut/scripts/sfx_ledger.py:31High confidence
- Executable script in code of a file that runsseecut/scripts/wait_for.sh:1High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skill/seecut/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skill/seecut/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skill/seecut/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skill/seecut/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skill/seecut/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skill/seecut/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.