diff --git a/index.yaml b/index.yaml
index f038f59a..63b8bd55 100644
--- a/index.yaml
+++ b/index.yaml
@@ -6,7 +6,7 @@
 meta:
   version: "1.0.0"
   last_updated: "2026-03-05"
-  skill_count: 45
+  skill_count: 46
   role_count: 5
 
 tag_vocabulary:
@@ -41,6 +41,18 @@ skills:
     file: skills/appsec/secure-code-review/SKILL.md
     compatible_tools: [claude-code, gemini-cli, cursor, codex-cli, openclaw, kiro]
 
+  - id: insecure-deserialization-review
+    name: "Insecure Deserialization Review"
+    tags: [appsec, deserialization, rce, input-validation]
+    role: [appsec-engineer, security-engineer]
+    phase: [build, review]
+    activity: [review, test]
+    frameworks: [OWASP-ASVS, OWASP-Top-10-2021, CWE]
+    difficulty: intermediate
+    time_estimate: "25-45min"
+    file: skills/appsec/insecure-deserialization-review/SKILL.md
+    compatible_tools: [claude-code, gemini-cli, cursor, codex-cli, openclaw, kiro]
+
   - id: owasp-top-10-web
     name: "OWASP Top 10 Web Application Review"
     tags: [appsec, web, owasp]
diff --git a/skills/appsec/insecure-deserialization-review/README.md b/skills/appsec/insecure-deserialization-review/README.md
new file mode 100644
index 00000000..58db8957
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/README.md
@@ -0,0 +1,21 @@
+# Insecure Deserialization Review
+
+This skill reviews untrusted deserialization paths in Java and Python, with
+special attention to native object streams, pickle-family loaders, unsafe YAML
+constructors, polymorphic JSON binding, side-effectful object hooks, integrity
+controls, and migration paths.
+
+## Three-step usage
+
+1. Point the agent at code that parses request bodies, cookies, queues, caches,
+   uploaded files, or stored serialized blobs.
+2. Run the `insecure-deserialization-review` skill and produce the inventory
+   table plus findings.
+3. Verify fixes with the included vulnerable and benign fixtures before marking
+   the issue resolved.
+
+## Included evidence
+
+- Three vulnerable fixtures under `tests/vulnerable/`.
+- Three benign fixtures under `tests/benign/`.
+- A pattern reference under `references/patterns.md`.
diff --git a/skills/appsec/insecure-deserialization-review/SKILL.md b/skills/appsec/insecure-deserialization-review/SKILL.md
new file mode 100644
index 00000000..802e0c91
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/SKILL.md
@@ -0,0 +1,294 @@
+---
+name: insecure-deserialization-review
+description: >
+  Reviews application code for unsafe deserialization of untrusted data,
+  including native object streams, Python pickle-family loaders, unsafe YAML
+  constructors, polymorphic JSON type binding, and message-queue payloads that
+  can materialize attacker-controlled types. Produces findings mapped to
+  CWE-502, OWASP Top 10 A08, and OWASP ASVS.
+tags: [appsec, deserialization, rce, input-validation]
+role: [appsec-engineer, security-engineer]
+phase: [build, review]
+frameworks: [OWASP-ASVS, OWASP-Top-10-2021, CWE]
+difficulty: intermediate
+time_estimate: "25-45min"
+version: "1.0.0"
+author: xiefuzheng713-alt
+license: MIT
+allowed-tools: Read, Grep, Glob
+injection-hardened: true
+argument-hint: "[target-file-or-directory]"
+---
+
+# Insecure Deserialization Review
+
+## Purpose
+
+If a target is provided via arguments, focus the review on: $ARGUMENTS
+
+Identify code paths where untrusted bytes, strings, or messages can instantiate
+application objects, invoke constructors, trigger gadget chains, bypass schema
+validation, or materialize unexpected concrete types. This skill is focused on
+deserialization as an execution and authorization boundary, not only as a parser
+choice.
+
+## Trigger Conditions
+
+Use this skill when any of the following are present:
+
+- Java code references `ObjectInputStream`, `readObject`, `readResolve`,
+  `Externalizable`, `Serializable`, `XMLDecoder`, or custom class loaders.
+- Python code references `pickle`, `dill`, `cloudpickle`, `marshal`,
+  `joblib.load`, `torch.load`, or `yaml.load`.
+- JSON/XML libraries enable polymorphic type metadata, default typing, class
+  name resolution, or broad subtype discovery.
+- Message queues, caches, session stores, background jobs, signed cookies, or
+  RPC endpoints deserialize payloads produced outside the current trust boundary.
+- The code accepts serialized blobs from HTTP bodies, headers, uploads, cookies,
+  database fields, object storage, queues, or webhooks.
+
+## Scope Inventory
+
+Before raising findings, build a complete deserialization inventory.
+
+1. **Entry point** -- Record the source of serialized data: request body, cookie,
+   uploaded file, queue, cache, database, object storage, or internal RPC.
+2. **Trust boundary** -- Identify who can influence the payload and whether it
+   crosses tenant, user, service, or network boundaries.
+3. **Deserializer** -- Name the exact library, method, and configuration used to
+   parse or instantiate objects.
+4. **Type surface** -- List the allowed target classes, interfaces, schemas, or
+   DTOs. If this cannot be enumerated, mark the path high risk.
+5. **Integrity control** -- Determine whether the payload is authenticated with
+   a server-held key or signature and whether key rotation is safe.
+6. **Side effects** -- Check constructors, property setters, magic methods,
+   validators, hooks, and post-load callbacks for file, network, process, or
+   database effects.
+7. **Post-load authorization** -- Confirm that authorization happens after
+   parsing and before side effects, not only before accepting the blob.
+
+> Gate: Do not mark a deserialization path safe until the data source, allowed
+> type set, integrity model, and side-effect surface are all documented.
+
+## Detection Checklist
+
+### 1. Native Object Deserialization on Untrusted Input
+
+Flag native object loaders that process attacker-controlled data.
+
+High-confidence patterns:
+
+- Java `new ObjectInputStream(...).readObject()` on HTTP, queue, file upload, or
+  cache input without a restrictive `ObjectInputFilter`.
+- Python `pickle.loads`, `pickle.load`, `dill.load`, `cloudpickle.load`, or
+  `marshal.loads` on request, cookie, upload, queue, or database content.
+- PHP `unserialize`, Ruby `Marshal.load`, .NET `BinaryFormatter`, or Java
+  `XMLDecoder` on data outside a same-process trusted boundary.
+- Session or cache stores that deserialize objects before verifying integrity or
+  tenant ownership.
+
+Required safe evidence:
+
+- Untrusted inputs use data-only formats such as JSON, protobuf, Avro, or
+  schema-bound YAML.
+- If native serialization remains, the payload is authenticated, origin-bound,
+  and restricted to a minimal explicit allowlist.
+- Java code uses `ObjectInputFilter` with concrete class, package, depth, array,
+  and byte limits.
+- Python code avoids pickle-family loaders for user-controlled data.
+
+### 2. Polymorphic Type Binding and Class Metadata
+
+Flag dynamic type materialization controlled by the payload.
+
+High-confidence patterns:
+
+- Jackson default typing, broad `@JsonTypeInfo`, or subtype discovery accepts
+  class names from the payload.
+- Newtonsoft.Json `TypeNameHandling` is enabled for externally supplied JSON.
+- YAML tags such as `!!python/object`, `!!java`, or custom constructors can
+  instantiate arbitrary objects.
+- XML serializers resolve external or arbitrary classes from payload metadata.
+
+Required safe evidence:
+
+- Type discriminators map to a closed allowlist of DTOs.
+- Unknown type names are rejected before object creation.
+- The allowlist is scoped to the endpoint or message type, not a global package
+  wildcard.
+- Constructors and post-load hooks have no security-relevant side effects.
+
+### 3. Gadget and Side-Effect Surface
+
+Flag deserialization that can invoke unexpected behavior even when the intended
+object looks harmless.
+
+High-confidence patterns:
+
+- Classes loaded by deserialization implement magic methods or hooks such as
+  Java `readObject`, `readResolve`, Python `__reduce__`, `__setstate__`, or
+  property setters with I/O.
+- Dependencies include known gadget-rich libraries and no type filtering exists.
+- Deserialization happens before authentication, authorization, tenant binding,
+  or file size limits.
+- Post-load validation assumes a fully trusted object graph.
+
+Required safe evidence:
+
+- The object graph is data-only and side-effect-free.
+- Validation runs on primitive DTO fields before business actions.
+- Resource limits prevent deeply nested, oversized, or cyclic payloads.
+- Dependency gadget exposure is reduced by removing unused libraries or
+  narrowing the classpath/module surface.
+
+### 4. Integrity, Replay, and Migration
+
+Flag signed or encrypted blobs that still deserialize unsafe objects.
+
+High-confidence patterns:
+
+- The code decrypts then deserializes native objects without a type allowlist.
+- HMAC or signature covers the blob but the signing key is shared with clients,
+  old environments, or multiple tenants.
+- Legacy serialized session formats remain accepted indefinitely during
+  migration.
+- A version field selects a legacy unsafe loader.
+
+Required safe evidence:
+
+- Integrity keys are server-held, tenant/environment scoped, and rotated.
+- Legacy formats have an expiry date, telemetry, and a deny-by-default fallback.
+- Version routing cannot be controlled by an attacker to select an unsafe loader.
+- Signed payloads are still schema-validated after integrity verification.
+
+## Findings Classification
+
+Each finding must include:
+
+| Field | Description |
+|---|---|
+| ID | Sequential finding id, for example `DESER-001` |
+| Entry point | Request, queue, cache, cookie, upload, or storage source |
+| Deserializer | Library and method, such as `ObjectInputStream.readObject` |
+| Trust boundary | Who can influence the payload |
+| Type surface | Allowed types or evidence that the set is unbounded |
+| Severity | Critical, High, Medium, Low, or Informational |
+| CWE | Usually CWE-502, plus supporting CWE where relevant |
+| Evidence | Code/configuration excerpt |
+| Exploit sketch | Minimal unsafe flow without real payloads or gadget chains |
+| Remediation | Concrete replacement or restriction |
+| Verification | Test proving unsafe payloads are rejected |
+
+### Severity Guidance
+
+| Severity | Criteria |
+|---|---|
+| Critical | Unauthenticated or low-privilege attacker can trigger code execution, arbitrary file/network access, or privileged object creation. |
+| High | Authenticated attacker can cross tenant/user boundaries, invoke sensitive side effects, or bypass authorization through object materialization. |
+| Medium | Unsafe deserialization is reachable only from internal services or signed blobs but lacks type restrictions, replay/migration controls, or resource limits. |
+| Low | Data-only parsing is mostly safe but missing explicit allowlist documentation, size limits, or migration telemetry. |
+| Informational | Documentation or test coverage improvement with no exploitable deserialization path. |
+
+## Output Format
+
+Return a structured report:
+
+```markdown
+## Insecure Deserialization Review Report
+
+**Scope:** [files/routes reviewed]
+**Languages:** [Java/Python/etc.]
+**Date:** [date]
+**Reviewer:** AI Agent -- insecure-deserialization-review v1.0.0
+
+### Inventory
+
+| Entry point | Deserializer | Trust boundary | Allowed types | Result |
+|---|---|---|---|---|
+| [source] | [method] | [boundary] | [allowlist/schema] | Pass/Fail/Partial |
+
+### Findings
+
+#### DESER-001: [title]
+- **Severity:** [Critical|High|Medium|Low|Informational]
+- **CWE:** [CWE id]
+- **Entry point:** [source]
+- **Deserializer:** [method/configuration]
+- **Evidence:** [snippet]
+- **Impact:** [business/security effect]
+- **Remediation:** [specific fix]
+- **Verification:** [test or check]
+```
+
+## Remediation Patterns
+
+### Java
+
+- Replace `ObjectInputStream` with schema-bound JSON/protobuf DTO parsing where
+  possible.
+- If Java serialization cannot be removed immediately, configure
+  `ObjectInputFilter` with a closed set of allowed DTO classes plus strict max
+  depth, reference count, array size, and byte limits.
+- Reject payload-supplied class names and broad package wildcards.
+- Keep deserialization after authentication where possible, and always run
+  authorization before side effects.
+
+### Python
+
+- Replace `pickle`, `dill`, `cloudpickle`, and `marshal` on untrusted data with
+  JSON, protobuf, or schema-validated YAML.
+- Use `yaml.safe_load` and map a small discriminator field to explicit dataclass
+  or pydantic models.
+- Treat signed pickle blobs as unsafe unless the key is server-held, scoped, and
+  the allowed object graph is constrained.
+- Add tests for malicious YAML tags, pickle opcodes, oversized payloads, and
+  unexpected type names.
+
+## Verification Tests
+
+Use the examples under this skill directory:
+
+- `tests/vulnerable/java-objectinputstream.java` should be flagged for reading
+  untrusted request bytes with `ObjectInputStream`.
+- `tests/vulnerable/python-pickle-request.py` should be flagged for loading
+  request-controlled pickle bytes.
+- `tests/vulnerable/python-yaml-unsafe.py` should be flagged for unsafe YAML
+  constructors and payload-selected object types.
+- `tests/benign/java-filtered-dto.java` should pass because it uses a DTO parser
+  and demonstrates a restrictive object filter for the legacy boundary.
+- `tests/benign/python-json-schema.py` should pass because it uses JSON plus
+  explicit field validation.
+- `tests/benign/python-yaml-safe-allowlist.py` should pass because it uses
+  `yaml.safe_load` and a closed type discriminator map.
+
+## False Positive Controls
+
+Do not flag the following as exploitable without additional evidence:
+
+- Deserialization of constants or build-time fixtures that never cross a runtime
+  trust boundary.
+- Data-only JSON/protobuf parsing into fixed DTOs with validation and no
+  polymorphic type metadata.
+- Provider SDK internals that parse signed, server-to-server messages into
+  documented DTOs, when no attacker-controlled class name or native object graph
+  is accepted.
+- Test files intentionally containing vulnerable snippets, when clearly marked
+  and not used in production code.
+- Legacy internal blob migration paths that are disabled by default, time-bound,
+  authenticated, monitored, and restricted to an explicit object filter.
+
+## References
+
+- CWE-502: Deserialization of Untrusted Data
+- CWE-915: Improperly Controlled Modification of Dynamically-Determined Object Attributes
+- OWASP Top 10 2021 A08: Software and Data Integrity Failures
+- OWASP Deserialization Cheat Sheet
+- OWASP ASVS 4.0.3 V5 and V14
+- Java Object Serialization Filtering documentation
+- PyYAML `safe_load` documentation
+
+## Changelog
+
+| Version | Date | Author | Change |
+|---|---|---|---|
+| 1.0.0 | 2026-06-10 | xiefuzheng713-alt | Initial insecure deserialization review skill |
diff --git a/skills/appsec/insecure-deserialization-review/references/patterns.md b/skills/appsec/insecure-deserialization-review/references/patterns.md
new file mode 100644
index 00000000..b9c1ccb3
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/references/patterns.md
@@ -0,0 +1,21 @@
+# Insecure Deserialization Pattern Reference
+
+## High-confidence vulnerable patterns
+
+| Pattern | Why it matters |
+|---|---|
+| `ObjectInputStream.readObject()` on request, queue, cache, or upload data | Java serialization can instantiate unexpected classes and trigger gadget methods. |
+| `pickle.load`, `pickle.loads`, `dill.load`, `cloudpickle.load`, or `marshal.loads` on untrusted data | Python native serialization can execute code or construct arbitrary objects. |
+| `yaml.load` with unsafe loaders | YAML tags can materialize Python objects or call constructors. |
+| Polymorphic JSON with payload-controlled class names | Attackers can select unexpected concrete types. |
+| Signed native blobs without type restrictions | Integrity does not make native object graphs safe. |
+| Legacy deserialization selected by attacker-controlled version fields | Migration compatibility can keep unsafe loaders reachable. |
+
+## Required safe evidence
+
+- Data-only parser or a strict object filter is used.
+- Allowed concrete types are enumerated and endpoint scoped.
+- Untrusted class/type names are rejected before object creation.
+- Side-effect hooks are absent or unreachable for deserialized DTOs.
+- Size, depth, array, and reference limits are enforced.
+- Legacy formats are time-bound, monitored, and deny-by-default.
diff --git a/skills/appsec/insecure-deserialization-review/tests/benign/java-filtered-dto.java b/skills/appsec/insecure-deserialization-review/tests/benign/java-filtered-dto.java
new file mode 100644
index 00000000..b422f293
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/tests/benign/java-filtered-dto.java
@@ -0,0 +1,33 @@
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.io.ObjectInputFilter;
+import java.io.ObjectInputStream;
+import java.io.InputStream;
+
+final class ProfileImport {
+    public String displayName;
+    public String timezone;
+}
+
+class ImportController {
+    private final ObjectMapper mapper = new ObjectMapper();
+
+    ProfileImport importJson(InputStream requestBody) throws Exception {
+        ProfileImport profile = mapper.readValue(requestBody, ProfileImport.class);
+        validate(profile);
+        return profile;
+    }
+
+    Object readLegacyInternalBlob(InputStream trustedInternalStream) throws Exception {
+        ObjectInputStream stream = new ObjectInputStream(trustedInternalStream);
+        stream.setObjectInputFilter(ObjectInputFilter.Config.createFilter(
+            "com.example.dto.ProfileImport;java.base/*;!*"
+        ));
+        return stream.readObject();
+    }
+
+    void validate(ProfileImport profile) {
+        if (profile.displayName == null || profile.displayName.length() > 80) {
+            throw new IllegalArgumentException("invalid display name");
+        }
+    }
+}
diff --git a/skills/appsec/insecure-deserialization-review/tests/benign/python-json-schema.py b/skills/appsec/insecure-deserialization-review/tests/benign/python-json-schema.py
new file mode 100644
index 00000000..9f6c669c
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/tests/benign/python-json-schema.py
@@ -0,0 +1,32 @@
+import json
+from dataclasses import dataclass
+from flask import Flask, request
+
+app = Flask(__name__)
+
+
+@dataclass(frozen=True)
+class ProfileImport:
+    display_name: str
+    timezone: str
+
+
+@app.post("/import-profile")
+def import_profile():
+    data = json.loads(request.get_data())
+    profile = ProfileImport(
+        display_name=validate_string(data["display_name"], 80),
+        timezone=validate_string(data["timezone"], 64),
+    )
+    save_profile(profile)
+    return ("", 204)
+
+
+def validate_string(value, max_length):
+    if not isinstance(value, str) or not value or len(value) > max_length:
+        raise ValueError("invalid field")
+    return value
+
+
+def save_profile(profile):
+    return profile
diff --git a/skills/appsec/insecure-deserialization-review/tests/benign/python-yaml-safe-allowlist.py b/skills/appsec/insecure-deserialization-review/tests/benign/python-yaml-safe-allowlist.py
new file mode 100644
index 00000000..36d51bf2
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/tests/benign/python-yaml-safe-allowlist.py
@@ -0,0 +1,38 @@
+from dataclasses import dataclass
+import yaml
+
+
+@dataclass(frozen=True)
+class EmailJob:
+    recipient: str
+    template: str
+
+
+JOB_TYPES = {
+    "email": EmailJob,
+}
+
+
+def parse_job(raw_yaml):
+    data = yaml.safe_load(raw_yaml)
+    if not isinstance(data, dict):
+        raise ValueError("job must be an object")
+
+    job_type = data.get("type")
+    if job_type not in JOB_TYPES:
+        raise ValueError("unknown job type")
+
+    payload = data.get("payload")
+    if not isinstance(payload, dict):
+        raise ValueError("payload must be an object")
+
+    return JOB_TYPES[job_type](
+        recipient=validate_string(payload.get("recipient"), 320),
+        template=validate_string(payload.get("template"), 80),
+    )
+
+
+def validate_string(value, max_length):
+    if not isinstance(value, str) or not value or len(value) > max_length:
+        raise ValueError("invalid field")
+    return value
diff --git a/skills/appsec/insecure-deserialization-review/tests/vulnerable/java-objectinputstream.java b/skills/appsec/insecure-deserialization-review/tests/vulnerable/java-objectinputstream.java
new file mode 100644
index 00000000..6da2663e
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/tests/vulnerable/java-objectinputstream.java
@@ -0,0 +1,15 @@
+import java.io.ObjectInputStream;
+import jakarta.servlet.http.HttpServletRequest;
+
+class ImportController {
+    Object importState(HttpServletRequest request) throws Exception {
+        ObjectInputStream stream = new ObjectInputStream(request.getInputStream());
+        Object payload = stream.readObject();
+        applyImportedState(payload);
+        return payload;
+    }
+
+    void applyImportedState(Object payload) {
+        // Side effects happen after attacker-controlled object materialization.
+    }
+}
diff --git a/skills/appsec/insecure-deserialization-review/tests/vulnerable/python-pickle-request.py b/skills/appsec/insecure-deserialization-review/tests/vulnerable/python-pickle-request.py
new file mode 100644
index 00000000..a4f3461e
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/tests/vulnerable/python-pickle-request.py
@@ -0,0 +1,15 @@
+import pickle
+from flask import Flask, request
+
+app = Flask(__name__)
+
+
+@app.post("/import-profile")
+def import_profile():
+    profile = pickle.loads(request.get_data())
+    save_profile(profile)
+    return ("", 204)
+
+
+def save_profile(profile):
+    return profile
diff --git a/skills/appsec/insecure-deserialization-review/tests/vulnerable/python-yaml-unsafe.py b/skills/appsec/insecure-deserialization-review/tests/vulnerable/python-yaml-unsafe.py
new file mode 100644
index 00000000..721a5d9f
--- /dev/null
+++ b/skills/appsec/insecure-deserialization-review/tests/vulnerable/python-yaml-unsafe.py
@@ -0,0 +1,15 @@
+import yaml
+from flask import Flask, request
+
+app = Flask(__name__)
+
+
+@app.post("/jobs")
+def create_job():
+    job = yaml.load(request.data, Loader=yaml.Loader)
+    enqueue_job(job)
+    return ("", 202)
+
+
+def enqueue_job(job):
+    return job