Assess Migration
mendixlabs/mxcli
Investigate an existing non-Mendix application (Java, .NET, Python, Node, PHP, …) and produce a structured migration assessment for Mendix.
Agent skill
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Scan a source tree for unsafe-by-default deserialization APIs: Python pickle.loads / cPickle / shelve / dill, Ruby Marshal.load / YAML.load (pre-3.1 default), Java ObjectInputStream.readObject, PHP…
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace detecting-insecure-deserialization --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/detecting-insecure-deserialization .claude/skills/detecting-insecure-deserialization && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "detecting-insecure-deserialization" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserialization into .claude/skills/detecting-insecure-deserialization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "detecting-insecure-deserialization", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserializationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace detecting-insecure-deserialization --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/detecting-insecure-deserialization .agents/skills/detecting-insecure-deserialization && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "detecting-insecure-deserialization" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserialization into .agents/skills/detecting-insecure-deserialization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "detecting-insecure-deserialization", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace detecting-insecure-deserialization --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/detecting-insecure-deserialization .cursor/skills/detecting-insecure-deserialization && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "detecting-insecure-deserialization" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserialization into .cursor/skills/detecting-insecure-deserialization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "detecting-insecure-deserialization", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/detecting-insecure-deserialization--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace detecting-insecure-deserialization --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/detecting-insecure-deserialization .gemini/skills/detecting-insecure-deserialization && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "detecting-insecure-deserialization" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserialization into .gemini/skills/detecting-insecure-deserialization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "detecting-insecure-deserialization", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace detecting-insecure-deserializationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/detecting-insecure-deserialization .github/skills/detecting-insecure-deserialization && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "detecting-insecure-deserialization" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserialization into .github/skills/detecting-insecure-deserialization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "detecting-insecure-deserialization", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace detecting-insecure-deserialization --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/detecting-insecure-deserialization .opencode/skills/detecting-insecure-deserialization && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "detecting-insecure-deserialization" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/detecting-insecure-deserialization into .opencode/skills/detecting-insecure-deserialization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "detecting-insecure-deserialization", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
detecting-insecure-deserializationScan a source tree for unsafe-by-default deserialization APIs: Python pickle.loads / cPickle / shelve / dill, Ruby Marshal.load / YAML.load (pre-3.1 default), Java ObjectInputStream.readObject, PHP…
Detecting Insecure Deserialization is an agent skill from jeremylongshore/tons-of-skills-marketplace. Scan a source tree for unsafe-by-default deserialization APIs: Python pickle.loads / cPickle / shelve / dill, Ruby Marshal.load / YAML.load (pre-3.1 default), Java ObjectInputStream.readObject, PHP unserialize, .NET BinaryFormatter / NetDataContractSerializer, Node.js node-serialize, JavaScript JSON.parse with reviver containing eval. Use when: pre-commit gate on services that accept binary blobs, audit of legacy job-queue code (workers deserializing tasks), post-bug-report when "we accept user-uploaded…
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/PLAYBOOK.md`, `references/THEORY.md` and `scripts/scan_deserialization.py`). Compatibility notes: Designed for Claude Code
It sits in Backend & APIs, covering Background jobs, File uploads and storage and QA and bug reports. It works with Python, Java, .NET and PHP. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadBash(python3:*)GlobGrepFrom allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Detecting Insecure Deserialization loads about 1.4k tokens when it runs, and up to ~5.2k if it reads all its reference files. Until then it costs about 199 tokens; SKILL.md has 404 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 404 words, ~1,360 tokens.
.claude/skills/detecting-insecure-deserialization/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Insecure deserialization (CWE-502, OWASP A08:2021) is the highest-
severity injection class in many language stacks because it directly
maps to RCE. Pickle, Java serialization, PHP unserialize, and
BinaryFormatter all execute object-construction code during
deserialization. If that code includes __reduce__ /
readObject / __wakeup / OnDeserialization callbacks that
the attacker controls, the deserialization step IS code execution.
Most legitimate use cases have safer alternatives (JSON for data, YAML with safe-load, Protocol Buffers, Avro). The remaining cases need explicit type allow-lists and HMAC-signed payloads.
| Finding | Severity | Threshold | Affected control |
|---|---|---|---|
Python pickle.loads(...) | CRITICAL | always (untrusted input) | CWE-502 |
Python pickle.load(file) | CRITICAL | always | CWE-502 |
Python dill.loads | CRITICAL | always | CWE-502 |
Python yaml.load(...) without Loader= | CRITICAL | unsafe legacy default | CWE-502 |
Python yaml.unsafe_load(...) | CRITICAL | explicit unsafe | CWE-502 |
Python shelve.open(...) | HIGH | pickle-backed; user-controllable filename | CWE-502 |
Java ObjectInputStream.readObject() | CRITICAL | always | CWE-502 |
PHP unserialize($input) | CRITICAL | non-literal input | CWE-502 |
.NET BinaryFormatter.Deserialize(...) | CRITICAL | deprecated unsafe API | CWE-502 |
.NET NetDataContractSerializer | CRITICAL | also unsafe | CWE-502 |
.NET LosFormatter.Deserialize | CRITICAL | ViewState path | CWE-502 |
Ruby Marshal.load(...) | CRITICAL | non-literal | CWE-502 |
Ruby YAML.load(...) (pre-3.1 Psych) | CRITICAL | safe in Psych 4.0+; needs version check | CWE-502 |
Node.js node-serialize.unserialize | CRITICAL | known-vulnerable lib | CWE-502 |
Node.js serialize-javascript reviver | HIGH | if used to deserialize untrusted | CWE-502 |
python3 ${CLAUDE_PLUGIN_ROOT}/skills/detecting-insecure-deserialization/scripts/scan_deserialization.py /path/to/repoOptions same as previous skills: --output, --format,
--min-severity, --include-tests, --languages.
CRITICAL across the board because these APIs grant RCE during deserialization if the input is attacker-controlled. The verification step is "can the input ever originate from untrusted source" — if yes, it's an immediate fix.
The fix depends on the data shape:
json.loads.See references/PLAYBOOK.md for per-language migrations.
python3 ${CLAUDE_PLUGIN_ROOT}/skills/detecting-insecure-deserialization/scripts/scan_deserialization.py \
/path/to/celery-workers --min-severity highCelery defaults to pickle in older configurations; this finds the remaining unsafe-default callers.
- name: Deserialization scan
run: |
python3 plugins/security/penetration-tester/skills/detecting-insecure-deserialization/scripts/scan_deserialization.py \
. --min-severity highJSON / JSONL / Markdown. Exit codes: 0 / 1 / 2.
Pickle / Marshal usage on a private cache file written by the same application is technically safe (the attacker can't influence the file contents). The scanner flags it as CRITICAL; verify by reading where the input file originates.
references/THEORY.md — Why deserialization is RCE, gadget chains,
HMAC-signing pattern, schema-validation alternativesreferences/PLAYBOOK.md — Per-language migrations (Python pickle
→ JSON / msgpack, yaml.load → yaml.safe_load, Java ObjectInputStream
→ JSON via Jackson with allow-list, PHP unserialize → JSON
alternatives, .NET BinaryFormatter → System.Text.Json)© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (scripts, references) in skills/.curated/detecting-insecure-deserialization of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Detecting Insecure Deserialization next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Detecting Insecure Deserialization this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Assess Migrationmendixlabs/mxcli | 129 | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| Dt Obs ServicesDynatrace/dynatrace-for-ai | 163 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Hunt DeserializationEncod3d-Sec/TORCH | 329 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Temporal Developertemporalio/skill-temporal-developer | 230 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Rds Sqlserveraws/agent-toolkit-for-aws | 2.8k | — | ~6.3k | Automated safety check: Pass | Apache-2.0 |
mendixlabs/mxcli
Investigate an existing non-Mendix application (Java, .NET, Python, Node, PHP, …) and produce a structured migration assessment for Mendix.
Dynatrace/dynatrace-for-ai
Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go.
Encod3d-Sec/TORCH
Insecure deserialization hunting across Java / .NET / PHP / Python / Ruby / Node.
temporalio/skill-temporal-developer
Develop, debug, and manage Temporal applications across Python, TypeScript, Go, Java, .NET, Ruby, and Rust.
aws/agent-toolkit-for-aws
Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server.
TheSoftwareHouse/copilot-collections
Backend service implementation patterns, standards, and procedures.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Categories
Scan a source tree for unsafe-by-default deserialization APIs: Python pickle.loads / cPickle / shelve / dill, Ruby Marshal.load / YAML.load (pre-3.1 default), Java ObjectInputStream.readObject, PHP…. Detecting Insecure Deserialization is an agent skill from jeremylongshore/tons-of-skills-marketplace.parse with reviver containing eval.
Detecting Insecure Deserialization fits situations like: : pre-commit gate on services that accept binary blobs; audit of legacy job-queue code (workers deserializing tasks); untrusted storage; with: scan deserialization.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a claude-code`. Or copy the skill folder (skills/.curated/detecting-insecure-deserialization in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/detecting-insecure-deserialization in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a codex`. Or copy the skill folder (skills/.curated/detecting-insecure-deserialization in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/detecting-insecure-deserialization in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill detecting-insecure-deserialization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/detecting-insecure-deserialization, .gemini/skills/detecting-insecure-deserialization, .github/skills/detecting-insecure-deserialization and .opencode/skills/detecting-insecure-deserialization in your project.
Going by SKILL.md and its folder, Detecting Insecure Deserialization needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3; Node.js. Its frontmatter pre-approves these tools: Read, Bash(python3:*), Glob, Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Detecting Insecure Deserialization is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.9k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Detecting Insecure Deserialization: Assess Migration (mendixlabs/mxcli, 129 stars), Dt Obs Services (Dynatrace/dynatrace-for-ai, 163 stars), Hunt Deserialization (Encod3d-Sec/TORCH, 329 stars) and Temporal Developer (temporalio/skill-temporal-developer, 230 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.