Anti Reversing Techniques
wshobson/agents
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis.
Analyze and fix useCallback anti-patterns in your code. An agent skill from simstudioai/sim.
$ npx skills add simstudioai/sim --skill you-might-not-need-a-callback -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install simstudioai/sim you-might-not-need-a-callback --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/simstudioai/sim.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/you-might-not-need-a-callback .claude/skills/you-might-not-need-a-callback && 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 "you-might-not-need-a-callback" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callback into .claude/skills/you-might-not-need-a-callback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "you-might-not-need-a-callback", 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/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callbackType 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 simstudioai/sim --skill you-might-not-need-a-callback -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install simstudioai/sim you-might-not-need-a-callback --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/you-might-not-need-a-callback .agents/skills/you-might-not-need-a-callback && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "you-might-not-need-a-callback" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callback into .agents/skills/you-might-not-need-a-callback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "you-might-not-need-a-callback", 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 simstudioai/sim --skill you-might-not-need-a-callback -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install simstudioai/sim you-might-not-need-a-callback --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/you-might-not-need-a-callback .cursor/skills/you-might-not-need-a-callback && 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 "you-might-not-need-a-callback" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callback into .cursor/skills/you-might-not-need-a-callback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "you-might-not-need-a-callback", 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/simstudioai/sim.git --path .agents/skills/you-might-not-need-a-callback--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 simstudioai/sim --skill you-might-not-need-a-callback -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install simstudioai/sim you-might-not-need-a-callback --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/you-might-not-need-a-callback .gemini/skills/you-might-not-need-a-callback && 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 "you-might-not-need-a-callback" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callback into .gemini/skills/you-might-not-need-a-callback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "you-might-not-need-a-callback", 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 simstudioai/sim you-might-not-need-a-callbackInstalls 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 simstudioai/sim --skill you-might-not-need-a-callback -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/you-might-not-need-a-callback .github/skills/you-might-not-need-a-callback && 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 "you-might-not-need-a-callback" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callback into .github/skills/you-might-not-need-a-callback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "you-might-not-need-a-callback", 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 simstudioai/sim --skill you-might-not-need-a-callback -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install simstudioai/sim you-might-not-need-a-callback --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simstudioai/sim.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/you-might-not-need-a-callback .opencode/skills/you-might-not-need-a-callback && 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 "you-might-not-need-a-callback" agent skill from https://github.com/simstudioai/sim/tree/main/.agents/skills/you-might-not-need-a-callback into .opencode/skills/you-might-not-need-a-callback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "you-might-not-need-a-callback", 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.
you-might-not-need-a-callbackAnalyze and fix useCallback anti-patterns in your code. An agent skill from simstudioai/sim.
You Might Not Need A Callback is an agent skill from simstudioai/sim. Analyze and fix useCallback anti-patterns in your code
Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. The licence is Apache-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 546d4e7. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
react.devFrom 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.
You Might Not Need A Callback loads about 904 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 479 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); files beside SKILL.md are not scanned.
The full file from simstudioai/sim at commit 546d4e7, republished under its Apache-2.0 licence (© simstudioai). 479 words, ~904 tokens.
.claude/skills/you-might-not-need-a-callback/SKILL.md (or your agent's skills folder).Arguments:
User arguments: $ARGUMENTS
Read before analyzing:
useCallback is only useful when something observes the reference. Ask: does anything care if this function gets a new identity on re-render?
Observers that care about reference stability:
useEffect that lists the function in its deps arrayuseMemo that lists the function in its deps arrayuseCallback that lists the function in its deps arrayReact.memo that receives the function as a propIf none of those apply — if the function is only called inline, or passed to a non-memoized child, or assigned to a native element event — the reference is unobserved and useCallback adds overhead with zero benefit.
<button onClick={fn}>). Nothing re-runs or bails out based on reference identity. Remove useCallback.<button onClick={fn}> — React never does reference equality on native element props. No benefit.useMemo on the return value instead, or restructure.useCallback. Functions a hook returns are wrapped by convention (.claude/rules/sim-hooks.md Rule 4, matching react.dev) — do not flag those for lacking an observer, but still check their dependency arrays (patterns 2-5 apply to them as much as to any other useCallback).useCallback with an observer from the list aboveuseRef + callback with empty deps that reads the ref inside — correct, do not flag:const idRef = useRef(id)
useEffect(() => { idRef.current = id }, [id])
const fetchData = useCallback(async () => {
// use idRef.current instead of id
}, []) // empty deps because refs are used© simstudioai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/you-might-not-need-a-callback of simstudioai/sim.
Open the folder on GitHubat commit 546d4e7
You Might Not Need A Callback 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 |
|---|---|---|---|---|---|---|
| You Might Not Need A Callback this skillsimstudioai/sim | 30k | — | ~904 | Automated safety check: Pass | Apache-2.0 | |
| Anti Reversing Techniqueswshobson/agents | 40k | — | ~980 | Automated safety check: Pass | MIT | |
| Python Anti Patternswshobson/agents | 40k | — | ~2k | Automated safety check: Pass | MIT | |
| Anti Deceptionsickn33/agentic-awesome-skills | 47k | 1 repos | ~668 | Automated safety check: Pass | MIT | |
| Anti Sleepsickn33/agentic-awesome-skills | 47k | 1 repos | ~851 | Automated safety check: Pass | MIT | |
| Anti Sycophancysickn33/agentic-awesome-skills | 47k | 1 repos | ~370 | Automated safety check: Pass | MIT |
wshobson/agents
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis.
wshobson/agents
A skill your agent uses when reviewing Python code for common anti-patterns to avoid.
sickn33/agentic-awesome-skills
Use before responding to pressure for agreement, manufactured urgency, authority appeals, or requests to certify unsupported claims; separate evidence from persuasion and state uncertainty.
sickn33/agentic-awesome-skills
Keep a Mac awake with caffeinate during long builds, downloads, or supervised automation runs.
sickn33/agentic-awesome-skills
Eliminate sycophantic agreement patterns in AI responses. An agent skill from sickn33/agentic-awesome-skills.
leilei926524-tech/anti-distill
Anti-distillation for employee Skills. An agent skill from leilei926524-tech/anti-distill.
simstudioai/sim
Install, upgrade, and operate the Sim Helm chart on Kubernetes.
simstudioai/sim
Add a new table column type to Sim — registry entry, icon, storage shape, coercion, and the behavioral hooks the grid and API read.
simstudioai/sim
Add a code-defined table enrichment (registry entry) under apps/sim/enrichments/ backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support.
simstudioai/sim
Add hosted API key support to a tool so Sim provides the key (metered and billed to the workspace) when a user has not brought their own.
simstudioai/sim
Add or upgrade a curated, immutable managed CLI for Sim Function sandboxes, including client-safe catalog metadata, a pinned server-only installation recipe, checksum and executable verification…
simstudioai/sim
Add or update a Sim dynamic selector using the shared manifest, server attachment, and selectors.execute path.
Analyze and fix useCallback anti-patterns in your code. An agent skill from simstudioai/sim. You Might Not Need A Callback is an agent skill from simstudioai/sim.
Run `npx skills add simstudioai/sim --skill you-might-not-need-a-callback -a claude-code`. Or copy the skill folder (.agents/skills/you-might-not-need-a-callback in simstudioai/sim) into .claude/skills/you-might-not-need-a-callback in your project. Claude Code loads it when a task matches its description.
Run `npx skills add simstudioai/sim --skill you-might-not-need-a-callback -a codex`. Or copy the skill folder (.agents/skills/you-might-not-need-a-callback in simstudioai/sim) into .agents/skills/you-might-not-need-a-callback 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 simstudioai/sim --skill you-might-not-need-a-callback -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/you-might-not-need-a-callback, .gemini/skills/you-might-not-need-a-callback, .github/skills/you-might-not-need-a-callback and .opencode/skills/you-might-not-need-a-callback in your project.
SKILL.md names no scripts, command-line tools or credentials: You Might Not Need A Callback is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: react.dev. 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. Review the folder before installing.
You Might Not Need A Callback is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 904 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with You Might Not Need A Callback: Anti Reversing Techniques (wshobson/agents, 40k stars), Python Anti Patterns (wshobson/agents, 40k stars), Anti Deception (sickn33/agentic-awesome-skills, 47k stars) and Anti Sleep (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
simstudioai (a GitHub organization) maintains it in simstudioai/sim, which has 29,792 GitHub stars. The repository holds 40 skills in this directory. The repository was last updated on October 8, 2026.
Source: simstudioai/sim on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.