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+ "synstructure",
+]
+
+[[package]]
+name = "zeroize"
+version = "1.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
+dependencies = [
+ "zeroize_derive",
+]
+
+[[package]]
+name = "zeroize_derive"
+version = "1.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "zerotrie"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a59c17a5562d507e4b54960e8569ebee33bee890c70aa3fe7b97e85a9fd7851"
+dependencies = [
+ "displaydoc",
+ "yoke",
+ "zerofrom",
+]
+
+[[package]]
+name = "zerovec"
+version = "0.11.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c28719294829477f525be0186d13efa9a3c602f7ec202ca9e353d310fb9a002"
+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "zip"
+version = "3.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "12598812502ed0105f607f941c386f43d441e00148fce9dec3ca5ffb0bde9308"
+dependencies = [
+ "arbitrary",
+ "crc32fast",
+ "indexmap 2.13.0",
+ "memchr",
+]
+
+[[package]]
+name = "zmij"
+version = "1.0.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b8848ee67ecc8aedbaf3e4122217aff892639231befc6a1b58d29fff4c2cabaa"
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..337a220
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,26 @@
+[package]
+name = "aicheck"
+version = "0.1.0"
+edition = "2021"
+description = "Detect AI-generated content via provenance signals (C2PA, XMP/IPTC, EXIF)"
+
+[[bin]]
+name = "aic"
+path = "src/main.rs"
+
+[dependencies]
+anyhow = "1"
+c2pa = { version = "0.67", features = ["file_io"] }
+clap = { version = "4", features = ["derive"] }
+colored = "2"
+infer = "0.19"
+kamadak-exif = "0.6"
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"
+walkdir = "2"
+quick-xml = "0.36"
+
+[dev-dependencies]
+assert_cmd = "2"
+predicates = "3"
+tempfile = "3"
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..1535cd1
--- /dev/null
+++ b/README.md
@@ -0,0 +1,85 @@
+# aicheck (`aic`)
+
+**Detect AI-generated content from provenance signals.**
+**通过溯源信号检测 AI 生成内容。**
+
+A CLI tool that reads C2PA manifests, XMP/IPTC metadata, and EXIF tags to determine if a file was created by AI.
+一个命令行工具，通过读取 C2PA 清单、XMP/IPTC 元数据和 EXIF 标签来判断文件是否由 AI 生成。
+
+## Install / 安装
+
+```bash
+cargo install --path .
+```
+
+Requires Rust 1.86+.
+
+## Usage / 使用
+
+```bash
+# Check a file / 检测文件
+aic check photo.jpg
+
+# Check a directory / 检测目录
+aic check images/ -r
+
+# JSON output / JSON 输出
+aic check photo.jpg --json
+
+# Quiet mode (exit code only) / 静默模式（仅返回退出码）
+aic check photo.jpg -q
+
+# Dump all metadata / 输出所有元数据
+aic info photo.jpg
+
+# Filter by confidence / 按置信度过滤
+aic check photo.jpg --min-confidence medium
+```
+
+### Exit Codes / 退出码
+
+| Code | Meaning |
+|------|---------|
+| `0` | AI signals detected / 检测到 AI 信号 |
+| `1` | No AI signals / 未检测到 AI 信号 |
+| `2` | Error / 错误 |
+
+## Detection / 检测方式
+
+| Layer | Confidence | Source |
+|-------|-----------|--------|
+| **C2PA** | HIGH | `digitalSourceType`, `claim_generator` — DALL-E, Firefly, Bing, Sora, Veo |
+| **XMP/IPTC** | MEDIUM | `DigitalSourceType`, `AISystemUsed`, `CreatorTool` |
+| **EXIF** | LOW | Software tag + camera metadata absence heuristic / Software 标签 + 相机元数据缺失启发式 |
+
+### Supported Formats / 支持格式
+
+JPEG, PNG, WebP, AVIF, HEIF, TIFF, GIF, BMP, MP4, MOV, AVI, WebM, MP3, M4A, WAV, PDF
+
+### Example Output / 输出示例
+
+```
+photo.jpg
+  HIGH   C2PA: digitalSourceType = trainedAlgorithmicMedia (fully AI-generated)
+  HIGH   C2PA: claim_generator matches AI tool: DALL-E 3/OpenAI [dall-e]
+  MEDIUM XMP: AISystemUsed = DALL-E 3 [dall-e]
+  Verdict: AI-generated (confidence: HIGH)
+
+real_photo.jpg
+  No AI-generation signals detected.
+```
+
+## Limitations / 局限性
+
+- Only detects signals embedded in files — stripped metadata = no detection
+  仅检测文件内嵌的信号 — 元数据被剥离则无法检测
+- ~19% of AI images have detectable watermarks (2025)
+  约 19% 的 AI 图片有可检测的水印（2025 年数据）
+- Social platforms strip metadata on upload — analyze original files
+  社交平台上传时会剥离元数据 — 请分析原始文件
+- SynthID, Stable Signature, VideoSeal not supported (proprietary / key-dependent)
+  不支持 SynthID、Stable Signature、VideoSeal（专有/需密钥）
+
+## License
+
+MIT
diff --git a/src/cli.rs b/src/cli.rs
new file mode 100644
index 0000000..b7a1767
--- /dev/null
+++ b/src/cli.rs
@@ -0,0 +1,71 @@
+use clap::{Parser, Subcommand, ValueEnum};
+use std::path::PathBuf;
+
+#[derive(Parser)]
+#[command(
+    name = "aic",
+    version,
+    about = "Detect AI-generated content via provenance signals"
+)]
+pub struct Cli {
+    #[command(subcommand)]
+    pub command: Command,
+
+    /// Output as JSON
+    #[arg(long, global = true)]
+    pub json: bool,
+
+    /// Quiet mode: only set exit code, no output
+    #[arg(short, long, global = true)]
+    pub quiet: bool,
+
+    /// Disable colored output
+    #[arg(long, global = true)]
+    pub no_color: bool,
+}
+
+#[derive(Subcommand)]
+pub enum Command {
+    /// Analyze files for AI-generation signals
+    Check(CheckArgs),
+    /// Dump all provenance metadata for a file
+    Info(InfoArgs),
+}
+
+#[derive(clap::Args)]
+pub struct CheckArgs {
+    /// Files or directories to analyze
+    #[arg(required = true)]
+    pub paths: Vec<PathBuf>,
+
+    /// Recurse into directories
+    #[arg(short = 'r', long)]
+    pub recursive: bool,
+
+    /// Minimum confidence level to report
+    #[arg(long, value_enum, default_value = "low")]
+    pub min_confidence: ConfidenceFilter,
+}
+
+#[derive(clap::Args)]
+pub struct InfoArgs {
+    /// File to inspect
+    pub file: PathBuf,
+}
+
+#[derive(Clone, ValueEnum)]
+pub enum ConfidenceFilter {
+    Low,
+    Medium,
+    High,
+}
+
+impl ConfidenceFilter {
+    pub fn to_confidence(&self) -> crate::detector::Confidence {
+        match self {
+            ConfidenceFilter::Low => crate::detector::Confidence::Low,
+            ConfidenceFilter::Medium => crate::detector::Confidence::Medium,
+            ConfidenceFilter::High => crate::detector::Confidence::High,
+        }
+    }
+}
diff --git a/src/detector/c2pa_detector.rs b/src/detector/c2pa_detector.rs
new file mode 100644
index 0000000..5b54169
--- /dev/null
+++ b/src/detector/c2pa_detector.rs
@@ -0,0 +1,121 @@
+use anyhow::Result;
+use c2pa::assertions::{Actions, DigitalSourceType};
+use c2pa::Reader;
+use std::path::Path;
+
+use super::{Confidence, Signal, SignalSource};
+use crate::known_tools;
+
+/// AI-related digital source types that indicate AI generation.
+fn is_ai_source_type(dst: &DigitalSourceType) -> Option<(Confidence, &'static str)> {
+    match dst {
+        DigitalSourceType::TrainedAlgorithmicMedia => {
+            Some((Confidence::High, "trainedAlgorithmicMedia (fully AI-generated)"))
+        }
+        DigitalSourceType::CompositeWithTrainedAlgorithmicMedia => Some((
+            Confidence::High,
+            "compositeWithTrainedAlgorithmicMedia (AI-edited)",
+        )),
+        DigitalSourceType::CompositeSynthetic => {
+            Some((Confidence::High, "compositeSynthetic (includes AI elements)"))
+        }
+        DigitalSourceType::AlgorithmicMedia => Some((
+            Confidence::Medium,
+            "algorithmicMedia (algorithmic, not necessarily AI-trained)",
+        )),
+        DigitalSourceType::DataDrivenMedia => Some((
+            Confidence::Medium,
+            "dataDrivenMedia (data-driven generation)",
+        )),
+        DigitalSourceType::TrainedAlgorithmicData => Some((
+            Confidence::Medium,
+            "trainedAlgorithmicData (AI-generated data)",
+        )),
+        _ => None,
+    }
+}
+
+/// Detect AI signals from C2PA manifests.
+pub fn detect(path: &Path) -> Result<Vec<Signal>> {
+    let reader = match Reader::from_file(path) {
+        Ok(r) => r,
+        Err(_) => return Ok(vec![]), // No C2PA manifest — not an error
+    };
+
+    let mut signals = Vec::new();
+
+    let manifest = match reader.active_manifest() {
+        Some(m) => m,
+        None => return Ok(vec![]),
+    };
+
+    // Check claim_generator for known AI tools
+    if let Some(cg) = manifest.claim_generator() {
+        if let Some(tool_name) = known_tools::match_ai_tool(cg) {
+            signals.push(Signal {
+                source: SignalSource::C2pa,
+                confidence: Confidence::High,
+                description: format!("claim_generator matches AI tool: {}", cg),
+                tool: Some(tool_name.to_string()),
+                details: vec![("claim_generator".into(), cg.to_string())],
+            });
+        }
+    }
+
+    // Check claim_generator_info
+    if let Some(info_list) = &manifest.claim_generator_info {
+        for info in info_list {
+            let info_json = serde_json::to_string(info).unwrap_or_default();
+            if let Some(tool_name) = known_tools::match_ai_tool(&info_json) {
+                signals.push(Signal {
+                    source: SignalSource::C2pa,
+                    confidence: Confidence::High,
+                    description: format!("claim_generator_info references AI tool"),
+                    tool: Some(tool_name.to_string()),
+                    details: vec![("claim_generator_info".into(), info_json)],
+                });
+            }
+        }
+    }
+
+    // Check actions assertions for digitalSourceType
+    // Try both versioned and unversioned labels
+    for label in &[Actions::LABEL, "c2pa.actions.v2"] {
+        if let Ok(actions) = manifest.find_assertion::<Actions>(label) {
+            for action in actions.actions() {
+                if let Some(src_type) = action.source_type() {
+                    if let Some((confidence, desc)) = is_ai_source_type(src_type) {
+                        let mut details = vec![
+                            ("action".into(), action.action().to_string()),
+                            ("digitalSourceType".into(), desc.to_string()),
+                        ];
+                        if let Some(sw) = action.software_agent() {
+                            let sw_str = serde_json::to_string(sw).unwrap_or_default();
+                            details.push(("softwareAgent".into(), sw_str));
+                        }
+
+                        signals.push(Signal {
+                            source: SignalSource::C2pa,
+                            confidence,
+                            description: format!(
+                                "digitalSourceType = {}",
+                                desc
+                            ),
+                            tool: action
+                                .software_agent()
+                                .and_then(|sw| {
+                                    let sw_str =
+                                        serde_json::to_string(sw).unwrap_or_default();
+                                    known_tools::match_ai_tool(&sw_str)
+                                        .map(|s| s.to_string())
+                                }),
+                            details,
+                        });
+                    }
+                }
+            }
+        }
+    }
+
+    Ok(signals)
+}
diff --git a/src/detector/exif.rs b/src/detector/exif.rs
new file mode 100644
index 0000000..badb84e
--- /dev/null
+++ b/src/detector/exif.rs
@@ -0,0 +1,104 @@
+use anyhow::Result;
+use exif::{In, Reader, Tag};
+use std::fs::File;
+use std::io::BufReader;
+use std::path::Path;
+
+use super::{Confidence, Signal, SignalSource};
+use crate::known_tools;
+
+/// Camera-specific EXIF tags that real photos typically have.
+const CAMERA_TAGS: &[Tag] = &[
+    Tag::Make,
+    Tag::Model,
+    Tag::LensModel,
+    Tag::FocalLength,
+    Tag::FNumber,
+    Tag::ExposureTime,
+    Tag::PhotographicSensitivity,
+    Tag::Flash,
+    Tag::MeteringMode,
+    Tag::WhiteBalance,
+];
+
+/// Detect AI signals from EXIF metadata.
+pub fn detect(path: &Path) -> Result<Vec<Signal>> {
+    let file = File::open(path)?;
+    let exif = match Reader::new().read_from_container(&mut BufReader::new(file)) {
+        Ok(e) => e,
+        Err(_) => return Ok(vec![]), // No EXIF — not an error
+    };
+
+    let mut signals = Vec::new();
+    let mut software_matched = false;
+
+    // Check Software tag for known AI tools
+    if let Some(field) = exif.get_field(Tag::Software, In::PRIMARY) {
+        let sw = field.display_value().to_string().replace('"', "");
+        if let Some(tool_name) = known_tools::match_ai_tool(&sw) {
+            signals.push(Signal {
+                source: SignalSource::Exif,
+                confidence: Confidence::Low,
+                description: format!("Software = \"{}\"", sw),
+                tool: Some(tool_name.to_string()),
+                details: vec![("Software".into(), sw)],
+            });
+            software_matched = true;
+        }
+    }
+
+    // Check ImageDescription / UserComment for AI references
+    for tag in &[Tag::ImageDescription, Tag::UserComment] {
+        if let Some(field) = exif.get_field(*tag, In::PRIMARY) {
+            let val = field.display_value().to_string().replace('"', "");
+            if let Some(tool_name) = known_tools::match_ai_tool(&val) {
+                signals.push(Signal {
+                    source: SignalSource::Exif,
+                    confidence: Confidence::Low,
+                    description: format!("{} references AI tool", tag),
+                    tool: Some(tool_name.to_string()),
+                    details: vec![(tag.to_string(), val)],
+                });
+                software_matched = true;
+            }
+        }
+    }
+
+    // Camera absence heuristic — only flag if Software also matched
+    if software_matched {
+        let camera_tag_count = CAMERA_TAGS
+            .iter()
+            .filter(|&&tag| exif.get_field(tag, In::PRIMARY).is_some())
+            .count();
+
+        if camera_tag_count == 0 {
+            signals.push(Signal {
+                source: SignalSource::Exif,
+                confidence: Confidence::Low,
+                description: "No camera metadata (Make, Model, lens, exposure) found".to_string(),
+                tool: None,
+                details: vec![("camera_tags_present".into(), "0".into())],
+            });
+        }
+    }
+
+    Ok(signals)
+}
+
+/// Dump all EXIF fields for the `info` subcommand.
+pub fn dump_info(path: &Path) -> Result<Vec<(String, String)>> {
+    let file = File::open(path)?;
+    let exif = match Reader::new().read_from_container(&mut BufReader::new(file)) {
+        Ok(e) => e,
+        Err(_) => return Ok(vec![]),
+    };
+
+    let mut fields = Vec::new();
+    for field in exif.fields() {
+        fields.push((
+            format!("{}", field.tag),
+            field.display_value().to_string(),
+        ));
+    }
+    Ok(fields)
+}
diff --git a/src/detector/mod.rs b/src/detector/mod.rs
new file mode 100644
index 0000000..2dc9e8e
--- /dev/null
+++ b/src/detector/mod.rs
@@ -0,0 +1,141 @@
+pub mod c2pa_detector;
+pub mod exif;
+pub mod xmp;
+
+use serde::Serialize;
+use std::path::{Path, PathBuf};
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Serialize)]
+#[serde(rename_all = "lowercase")]
+pub enum Confidence {
+    None,
+    Low,
+    Medium,
+    High,
+}
+
+impl std::fmt::Display for Confidence {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            Confidence::None => write!(f, "NONE"),
+            Confidence::Low => write!(f, "LOW"),
+            Confidence::Medium => write!(f, "MEDIUM"),
+            Confidence::High => write!(f, "HIGH"),
+        }
+    }
+}
+
+#[derive(Debug, Clone, Copy, Serialize)]
+#[serde(rename_all = "lowercase")]
+pub enum SignalSource {
+    C2pa,
+    Xmp,
+    Exif,
+}
+
+impl std::fmt::Display for SignalSource {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            SignalSource::C2pa => write!(f, "C2PA"),
+            SignalSource::Xmp => write!(f, "XMP"),
+            SignalSource::Exif => write!(f, "EXIF"),
+        }
+    }
+}
+
+#[derive(Debug, Clone, Serialize)]
+pub struct Signal {
+    pub source: SignalSource,
+    pub confidence: Confidence,
+    pub description: String,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub tool: Option<String>,
+    #[serde(skip_serializing_if = "Vec::is_empty")]
+    pub details: Vec<(String, String)>,
+}
+
+#[derive(Debug, Clone, Serialize)]
+pub struct FileReport {
+    pub path: PathBuf,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub mime_type: Option<String>,
+    pub signals: Vec<Signal>,
+    pub overall_confidence: Confidence,
+    pub ai_generated: bool,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub error: Option<String>,
+}
+
+impl FileReport {
+    pub fn from_signals(path: PathBuf, mime_type: Option<String>, signals: Vec<Signal>) -> Self {
+        let overall_confidence = signals
+            .iter()
+            .map(|s| s.confidence)
+            .max()
+            .unwrap_or(Confidence::None);
+        let ai_generated = overall_confidence > Confidence::None;
+        FileReport {
+            path,
+            mime_type,
+            signals,
+            overall_confidence,
+            ai_generated,
+            error: None,
+        }
+    }
+
+    #[allow(dead_code)]
+    pub fn from_error(path: PathBuf, error: String) -> Self {
+        FileReport {
+            path,
+            mime_type: None,
+            signals: vec![],
+            overall_confidence: Confidence::None,
+            ai_generated: false,
+            error: Some(error),
+        }
+    }
+}
+
+/// Run all detectors on a file and return a combined report.
+pub fn run_all_detectors(path: &Path) -> FileReport {
+    let mime_type = infer::get_from_path(path)
+        .ok()
+        .flatten()
+        .map(|t| t.mime_type().to_string());
+
+    let mut signals = Vec::new();
+
+    // C2PA detector — highest confidence
+    match c2pa_detector::detect(path) {
+        Ok(sigs) => signals.extend(sigs),
+        Err(e) => {
+            // C2PA errors are non-fatal (file may just not have a manifest)
+            if std::env::var("AIC_DEBUG").is_ok() {
+                eprintln!("  [debug] C2PA: {}", e);
+            }
+        }
+    }
+
+    // XMP detector
+    match xmp::detect(path) {
+        Ok(sigs) => signals.extend(sigs),
+        Err(e) => {
+            if std::env::var("AIC_DEBUG").is_ok() {
+                eprintln!("  [debug] XMP: {}", e);
+            }
+        }
+    }
+
+    // EXIF detector
+    match exif::detect(path) {
+        Ok(sigs) => signals.extend(sigs),
+        Err(e) => {
+            if std::env::var("AIC_DEBUG").is_ok() {
+                eprintln!("  [debug] EXIF: {}", e);
+            }
+        }
+    }
+
+    FileReport::from_signals(path.to_path_buf(), mime_type, signals)
+}
diff --git a/src/detector/xmp.rs b/src/detector/xmp.rs
new file mode 100644
index 0000000..f0c5a76
--- /dev/null
+++ b/src/detector/xmp.rs
@@ -0,0 +1,218 @@
+use anyhow::Result;
+use std::fs;
+use std::path::Path;
+
+use super::{Confidence, Signal, SignalSource};
+use crate::known_tools;
+
+/// IPTC DigitalSourceType URIs/names that indicate AI generation.
+const AI_SOURCE_TYPES: &[(&str, &str)] = &[
+    (
+        "trainedAlgorithmicMedia",
+        "trainedAlgorithmicMedia",
+    ),
+    (
+        "compositeWithTrainedAlgorithmicMedia",
+        "compositeWithTrainedAlgorithmicMedia",
+    ),
+    (
+        "algorithmicMedia",
+        "algorithmicMedia",
+    ),
+    (
+        "compositeSynthetic",
+        "compositeSynthetic",
+    ),
+    (
+        "dataDrivenMedia",
+        "dataDrivenMedia",
+    ),
+    (
+        "trainedAlgorithmicData",
+        "trainedAlgorithmicData",
+    ),
+];
+
+/// XMP property names we search for in the raw XML.
+const XMP_AI_PROPERTIES: &[&str] = &[
+    "DigitalSourceType",
+    "AISystemUsed",
+    "AISystemVersionUsed",
+    "AIPromptInformation",
+    "CreatorTool",
+];
+
+/// Extract raw XMP XML from a file's bytes.
+/// XMP is embedded as XML between markers in JPEG, PNG, TIFF, PDF, etc.
+fn extract_xmp_xml(data: &[u8]) -> Option<String> {
+    // Look for XMP packet markers
+    let begin_marker = b"<x:xmpmeta";
+    let end_marker = b"</x:xmpmeta>";
+
+    // Also try without x: prefix
+    let begin_marker2 = b"<xmpmeta";
+    let end_marker2 = b"</xmpmeta>";
+
+    // Also try rdf:RDF directly (some files embed XMP without xmpmeta wrapper)
+    let begin_marker3 = b"<rdf:RDF";
+    let end_marker3 = b"</rdf:RDF>";
+
+    for (begin, end) in [
+        (&begin_marker[..], &end_marker[..]),
+        (&begin_marker2[..], &end_marker2[..]),
+        (&begin_marker3[..], &end_marker3[..]),
+    ] {
+        if let Some(start_pos) = find_subsequence(data, begin) {
+            if let Some(end_pos) = find_subsequence(&data[start_pos..], end) {
+                let xml_end = start_pos + end_pos + end.len();
+                if let Ok(xml) = std::str::from_utf8(&data[start_pos..xml_end]) {
+                    return Some(xml.to_string());
+                }
+            }
+        }
+    }
+    None
+}
+
+fn find_subsequence(haystack: &[u8], needle: &[u8]) -> Option<usize> {
+    haystack.windows(needle.len()).position(|w| w == needle)
+}
+
+/// Extract a simple property value from XMP XML by looking for tags like
+/// <Iptc4xmpExt:DigitalSourceType>value</...> or attributes.
+fn extract_property(xml: &str, prop_name: &str) -> Option<String> {
+    // Pattern 1: <ns:PropName>value</ns:PropName>
+    // We search for any namespace prefix
+    for prefix in &["Iptc4xmpExt:", "xmp:", "dc:", "photoshop:", ""] {
+        let open_tag = format!("<{}{}", prefix, prop_name);
+        if let Some(start) = xml.find(&open_tag) {
+            let after_tag = &xml[start + open_tag.len()..];
+            // Find the end of the opening tag (could have attributes)
+            if let Some(gt_pos) = after_tag.find('>') {
+                let content_start = gt_pos + 1;
+                let close_tag = format!("</{}{}>", prefix, prop_name);
+                if let Some(end_pos) = after_tag.find(&close_tag) {
+                    if end_pos > content_start {
+                        let value = after_tag[content_start..end_pos].trim();
+                        if !value.is_empty() {
+                            return Some(value.to_string());
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    // Pattern 2: ns:PropName="value" (as attribute)
+    for prefix in &["Iptc4xmpExt:", "xmp:", "dc:", "photoshop:", ""] {
+        let attr = format!("{}{}=\"", prefix, prop_name);
+        if let Some(start) = xml.find(&attr) {
+            let val_start = start + attr.len();
+            if let Some(end) = xml[val_start..].find('"') {
+                let value = &xml[val_start..val_start + end];
+                if !value.is_empty() {
+                    return Some(value.to_string());
+                }
+            }
+        }
+    }
+
+    None
+}
+
+/// Detect AI signals from XMP/IPTC metadata embedded in the file.
+pub fn detect(path: &Path) -> Result<Vec<Signal>> {
+    // Read first 1MB — XMP is typically near the beginning of the file
+    let data = fs::read(path)?;
+    let search_data = if data.len() > 1_048_576 {
+        &data[..1_048_576]
+    } else {
+        &data
+    };
+
+    let xml = match extract_xmp_xml(search_data) {
+        Some(x) => x,
+        None => return Ok(vec![]),
+    };
+
+    let mut signals = Vec::new();
+
+    // Check DigitalSourceType
+    if let Some(value) = extract_property(&xml, "DigitalSourceType") {
+        for (name, pattern) in AI_SOURCE_TYPES {
+            if value.contains(pattern) {
+                signals.push(Signal {
+                    source: SignalSource::Xmp,
+                    confidence: Confidence::Medium,
+                    description: format!("DigitalSourceType = {}", name),
+                    tool: None,
+                    details: vec![("DigitalSourceType".into(), value.clone())],
+                });
+                break;
+            }
+        }
+    }
+
+    // Check AISystemUsed
+    if let Some(value) = extract_property(&xml, "AISystemUsed") {
+        let tool = known_tools::match_ai_tool(&value).map(|s| s.to_string());
+        signals.push(Signal {
+            source: SignalSource::Xmp,
+            confidence: Confidence::Medium,
+            description: format!("AISystemUsed = {}", value),
+            tool,
+            details: vec![("AISystemUsed".into(), value)],
+        });
+    }
+
+    // Check AIPromptInformation
+    if let Some(value) = extract_property(&xml, "AIPromptInformation") {
+        signals.push(Signal {
+            source: SignalSource::Xmp,
+            confidence: Confidence::Medium,
+            description: "AIPromptInformation present".to_string(),
+            tool: None,
+            details: vec![("AIPromptInformation".into(), value)],
+        });
+    }
+
+    // Check CreatorTool
+    if let Some(value) = extract_property(&xml, "CreatorTool") {
+        if let Some(tool_name) = known_tools::match_ai_tool(&value) {
+            signals.push(Signal {
+                source: SignalSource::Xmp,
+                confidence: Confidence::Medium,
+                description: format!("CreatorTool matches AI tool: {}", value),
+                tool: Some(tool_name.to_string()),
+                details: vec![("CreatorTool".into(), value)],
+            });
+        }
+    }
+
+    Ok(signals)
+}
+
+/// Dump all XMP properties for the `info` subcommand.
+pub fn dump_info(path: &Path) -> Result<Vec<(String, String)>> {
+    let data = fs::read(path)?;
+    let search_data = if data.len() > 1_048_576 {
+        &data[..1_048_576]
+    } else {
+        &data
+    };
+
+    let xml = match extract_xmp_xml(search_data) {
+        Some(x) => x,
+        None => return Ok(vec![]),
+    };
+
+    let mut props = Vec::new();
+
+    for prop_name in XMP_AI_PROPERTIES {
+        if let Some(value) = extract_property(&xml, prop_name) {
+            props.push((prop_name.to_string(), value));
+        }
+    }
+
+    Ok(props)
+}
diff --git a/src/known_tools.rs b/src/known_tools.rs
new file mode 100644
index 0000000..e4c6e7f
--- /dev/null
+++ b/src/known_tools.rs
@@ -0,0 +1,65 @@
+/// Known AI content generation tool name patterns (case-insensitive matching).
+pub const AI_TOOL_PATTERNS: &[&str] = &[
+    "dall-e",
+    "dall·e",
+    "dalle",
+    "midjourney",
+    "stable diffusion",
+    "stablediffusion",
+    "comfyui",
+    "automatic1111",
+    "a1111",
+    "novelai",
+    "adobe firefly",
+    "firefly",
+    "bing image creator",
+    "copilot designer",
+    "microsoft designer",
+    "imagen",
+    "ideogram",
+    "flux",
+    "leonardo.ai",
+    "leonardo ai",
+    "runway",
+    "pika",
+    "sora",
+    "veo",
+    "meta ai",
+    "canva ai",
+    "stability ai",
+    "invoke ai",
+    "invokeai",
+    "dreamstudio",
+    "nightcafe",
+    "craiyon",
+    "glide",
+    "parti",
+    "muse",
+    "deepai",
+    "foocus",
+    "fooocus",
+];
+
+/// Check if a string contains any known AI tool pattern (case-insensitive).
+/// Returns the matched tool name if found.
+pub fn match_ai_tool(text: &str) -> Option<&'static str> {
+    let lower = text.to_lowercase();
+    AI_TOOL_PATTERNS
+        .iter()
+        .find(|&&pattern| lower.contains(pattern))
+        .copied()
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_match_known_tools() {
+        assert_eq!(match_ai_tool("DALL-E 3/OpenAI"), Some("dall-e"));
+        assert_eq!(match_ai_tool("Adobe Firefly 2.0"), Some("adobe firefly"));
+        assert_eq!(match_ai_tool("Canon EOS R5"), None);
+        assert_eq!(match_ai_tool("ComfyUI v1.2"), Some("comfyui"));
+        assert_eq!(match_ai_tool("Midjourney v6"), Some("midjourney"));
+    }
+}
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 0000000..b3980b5
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,94 @@
+mod cli;
+mod detector;
+mod known_tools;
+mod output;
+mod scanner;
+
+use clap::Parser;
+use cli::{Cli, Command};
+use colored::control::set_override;
+use std::process::ExitCode;
+
+fn main() -> ExitCode {
+    let args = Cli::parse();
+
+    if args.no_color {
+        set_override(false);
+    }
+
+    match args.command {
+        Command::Check(ref check_args) => cmd_check(&args, check_args),
+        Command::Info(ref info_args) => cmd_info(info_args),
+    }
+}
+
+fn cmd_check(args: &Cli, check_args: &cli::CheckArgs) -> ExitCode {
+    let files = match scanner::discover_files(&check_args.paths, check_args.recursive) {
+        Ok(f) => f,
+        Err(e) => {
+            if !args.quiet {
+                eprintln!("Error: {}", e);
+            }
+            return ExitCode::from(2);
+        }
+    };
+
+    if files.is_empty() {
+        if !args.quiet {
+            eprintln!("No supported files found.");
+        }
+        return ExitCode::from(2);
+    }
+
+    let min_confidence = check_args.min_confidence.to_confidence();
+
+    let reports: Vec<_> = files
+        .iter()
+        .map(|f| {
+            let mut report = detector::run_all_detectors(f);
+            // Filter signals below min confidence
+            report.signals.retain(|s| s.confidence >= min_confidence);
+            // Recompute overall confidence after filtering
+            report.overall_confidence = report
+                .signals
+                .iter()
+                .map(|s| s.confidence)
+                .max()
+                .unwrap_or(detector::Confidence::None);
+            report.ai_generated = report.overall_confidence > detector::Confidence::None;
+            report
+        })
+        .collect();
+
+    if args.quiet {
+        // Quiet mode: just exit code
+    } else if args.json {
+        output::print_json(&reports);
+    } else {
+        output::print_human(&reports);
+    }
+
+    // Exit 0 if any AI detected, 1 if none
+    if reports.iter().any(|r| r.ai_generated) {
+        ExitCode::from(0)
+    } else {
+        ExitCode::from(1)
+    }
+}
+
+fn cmd_info(info_args: &cli::InfoArgs) -> ExitCode {
+    let path = &info_args.file;
+
+    if !path.exists() {
+        eprintln!("Error: {} not found", path.display());
+        return ExitCode::from(2);
+    }
+
+    let report = detector::run_all_detectors(path);
+    let xmp_props = detector::xmp::dump_info(path).unwrap_or_default();
+    let exif_fields = detector::exif::dump_info(path).unwrap_or_default();
+
+    output::print_info(&report, &xmp_props, &exif_fields);
+
+    ExitCode::from(0)
+}
diff --git a/src/output.rs b/src/output.rs
new file mode 100644
index 0000000..23b452b
--- /dev/null
+++ b/src/output.rs
@@ -0,0 +1,161 @@
+use colored::Colorize;
+use serde::Serialize;
+
+use crate::detector::{Confidence, FileReport};
+
+#[derive(Serialize)]
+struct JsonOutput<'a> {
+    files: &'a [FileReport],
+    summary: Summary,
+}
+
+#[derive(Serialize)]
+struct Summary {
+    total: usize,
+    ai_detected: usize,
+    high: usize,
+    medium: usize,
+    low: usize,
+}
+
+fn make_summary(reports: &[FileReport]) -> Summary {
+    Summary {
+        total: reports.len(),
+        ai_detected: reports.iter().filter(|r| r.ai_generated).count(),
+        high: reports
+            .iter()
+            .filter(|r| r.overall_confidence == Confidence::High)
+            .count(),
+        medium: reports
+            .iter()
+            .filter(|r| r.overall_confidence == Confidence::Medium)
+            .count(),
+        low: reports
+            .iter()
+            .filter(|r| r.overall_confidence == Confidence::Low)
+            .count(),
+    }
+}
+
+pub fn print_human(reports: &[FileReport]) {
+    for (i, report) in reports.iter().enumerate() {
+        if i > 0 {
+            println!();
+        }
+        println!("{}", report.path.display().to_string().bold());
+
+        if let Some(err) = &report.error {
+            println!("  {} {}", "ERROR".red().bold(), err);
+            continue;
+        }
+
+        if report.signals.is_empty() {
+            println!("  {}", "No AI-generation signals detected.".dimmed());
+            continue;
+        }
+
+        for signal in &report.signals {
+            let conf_str = format!("{:<6}", signal.confidence.to_string());
+            let colored_conf = match signal.confidence {
+                Confidence::High => conf_str.red().bold(),
+                Confidence::Medium => conf_str.yellow().bold(),
+                Confidence::Low => conf_str.blue(),
+                Confidence::None => conf_str.dimmed(),
+            };
+            let source = format!("{}", signal.source);
+            print!("  {} {}: {}", colored_conf, source.dimmed(), signal.description);
+            if let Some(tool) = &signal.tool {
+                print!(" [{}]", tool.green());
+            }
+            println!();
+        }
+
+        // Verdict
+        let verdict = if report.ai_generated {
+            let label = match report.overall_confidence {
+                Confidence::High => "AI-generated".red().bold(),
+                Confidence::Medium => "Likely AI-generated".yellow().bold(),
+                Confidence::Low => "Possibly AI-generated".blue(),
+                Confidence::None => "Unknown".dimmed(),
+            };
+            format!(
+                "  Verdict: {} (confidence: {})",
+                label,
+                report.overall_confidence
+            )
+        } else {
+            format!("  Verdict: {}", "Not detected as AI-generated".green())
+        };
+        println!("{}", verdict);
+    }
+
+    // Summary for batch
+    if reports.len() > 1 {
+        let summary = make_summary(reports);
+        println!();
+        println!(
+            "{}",
+            format!(
+                "Results: {}/{} files with AI signals ({} HIGH, {} MEDIUM, {} LOW)",
+                summary.ai_detected, summary.total, summary.high, summary.medium, summary.low
+            )
+            .bold()
+        );
+    }
+}
+
+pub fn print_json(reports: &[FileReport]) {
+    let output = JsonOutput {
+        summary: make_summary(reports),
+        files: reports,
+    };
+    println!("{}", serde_json::to_string_pretty(&output).unwrap());
+}
+
+/// Print info dump for a single file.
+pub fn print_info(report: &FileReport, xmp_props: &[(String, String)], exif_fields: &[(String, String)]) {
+    println!("{}", report.path.display().to_string().bold());
+    if let Some(mime) = &report.mime_type {
+        println!("  Type: {}", mime);
+    }
+    println!();
+
+    // C2PA section
+    let c2pa_signals: Vec<_> = report
+        .signals
+        .iter()
+        .filter(|s| matches!(s.source, crate::detector::SignalSource::C2pa))
+        .collect();
+    if !c2pa_signals.is_empty() {
+        println!("{}", "=== C2PA Manifest ===".cyan().bold());
+        for signal in &c2pa_signals {
+            println!("  {}", signal.description);
+            for (key, val) in &signal.details {
+                println!("    {}: {}", key.dimmed(), val);
+            }
+        }
+        println!();
+    }
+
+    // XMP section
+    if !xmp_props.is_empty() {
+        println!("{}", "=== XMP Metadata ===".cyan().bold());
+        for (key, val) in xmp_props {
+            println!("  {}: {}", key, val);
+        }
+        println!();
+    }
+
+    // EXIF section
+    if !exif_fields.is_empty() {
+        println!("{}", "=== EXIF Data ===".cyan().bold());
+        for (key, val) in exif_fields {
+            println!("  {}: {}", key, val);
+        }
+        println!();
+    }
+
+    if c2pa_signals.is_empty() && xmp_props.is_empty() && exif_fields.is_empty() {
+        println!("{}", "No provenance metadata found.".dimmed());
+    }
+}
diff --git a/src/scanner.rs b/src/scanner.rs
new file mode 100644
index 0000000..751a9ca
--- /dev/null
+++ b/src/scanner.rs
@@ -0,0 +1,88 @@
+use anyhow::Result;
+use std::path::{Path, PathBuf};
+use walkdir::WalkDir;
+
+/// Supported MIME types for analysis.
+const SUPPORTED_TYPES: &[&str] = &[
+    "image/jpeg",
+    "image/png",
+    "image/webp",
+    "image/avif",
+    "image/heif",
+    "image/tiff",
+    "image/gif",
+    "image/bmp",
+    "video/mp4",
+    "video/quicktime",
+    "video/x-msvideo",
+    "video/webm",
+    "audio/mpeg",
+    "audio/mp4",
+    "audio/wav",
+    "audio/x-wav",
+    "application/pdf",
+];
+
+fn is_supported(path: &Path) -> bool {
+    // Try magic-byte detection first
+    if let Ok(Some(kind)) = infer::get_from_path(path) {
+        if SUPPORTED_TYPES.contains(&kind.mime_type()) {
+            return true;
+        }
+    }
+    // Fall back to extension for types infer might miss
+    if let Some(ext) = path.extension().and_then(|e| e.to_str()) {
+        matches!(
+            ext.to_lowercase().as_str(),
+            "jpg" | "jpeg"
+                | "png"
+                | "webp"
+                | "avif"
+                | "heif"
+                | "heic"
+                | "tiff"
+                | "tif"
+                | "gif"
+                | "bmp"
+                | "mp4"
+                | "mov"
+                | "avi"
+                | "webm"
+                | "mp3"
+                | "m4a"
+                | "wav"
+                | "pdf"
+        )
+    } else {
+        false
+    }
+}
+
+/// Discover files to analyze from the given paths.
+pub fn discover_files(paths: &[PathBuf], recursive: bool) -> Result<Vec<PathBuf>> {
+    let mut files = Vec::new();
+
+    for path in paths {
+        if path.is_file() {
+            files.push(path.clone());
+        } else if path.is_dir() {
+            let walker = if recursive {
+                WalkDir::new(path)
+            } else {
+                WalkDir::new(path).max_depth(1)
+            };
+
+            for entry in walker.into_iter().filter_map(|e| e.ok()) {
+                let p = entry.path();
+                if p.is_file() && is_supported(p) {
+                    files.push(p.to_path_buf());
+                }
+            }
+        } else {
+            eprintln!("Warning: {} not found, skipping", path.display());
+        }
+    }
+
+    files.sort();
+    Ok(files)
+}
diff --git a/tests/fixtures/ai_xmp.jpg b/tests/fixtures/ai_xmp.jpg
new file mode 100644
index 0000000..082e5e3
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diff --git a/tests/fixtures/real_photo.jpg b/tests/fixtures/real_photo.jpg
new file mode 100644
index 0000000..eee4148
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