Agent skill

Path Tracing

by lazyFrogLOL in lazyFrogLOL/Harness_Engineering

Guide for reverse-engineering and recreating programmatically-generated ray-traced images.

No licenceAuto-check passedSecurity

Install Path Tracing

skills CLI
$ npx skills add lazyFrogLOL/Harness_Engineering --skill path-tracing -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install lazyFrogLOL/Harness_Engineering path-tracing --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/lazyFrogLOL/Harness_Engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/path-tracing .claude/skills/path-tracing && rm -rf skills-src

Use ~/.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/

Facts

Skill name
path-tracing
GitHub stars
128
Token cost
~1.6k tokens
SKILL.md length
739 words
Files
1
Skills in repo
32
Repo updated
First seen
Licence
None found

At a glance

Guide for reverse-engineering and recreating programmatically-generated ray-traced images.

  • Works in 4 steps: Analysis Before Implementation → Fast Iteration Loop → Component-by-Component Verification → …
  • Tasks that involve Reverse engineering and malware
  • SKILL.md covers Overview, Approach, Common Pitfalls and Verification Strategies, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Path Tracing is an agent skill from lazyFrogLOL/Harness_Engineering. Guide for reverse-engineering and recreating programmatically-generated ray-traced images. This skill should be used when tasks involve analyzing a target image to determine rendering parameters, implementing path tracing or ray tracing algorithms, matching scene geometry and lighting, or achieving high similarity scores between generated and target images.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Security, covering Reverse engineering and malware.

When your agent uses it

  • Tasks that involve Reverse engineering and malware

Example prompts

  • “/path-tracing”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Analysis Before Implementation
  2. Fast Iteration Loop
  3. Component-by-Component Verification
  4. Full Resolution Validation

What it can do on your machine

Read from SKILL.md and the folder at commit cae3b25. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Path Tracing loads about 1.6k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 739 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

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.

Safety

Auto-check passed

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.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 739 words (~1,611 tokens).

“This skill provides guidance for tasks involving reverse-engineering ray-traced or path-traced images—analyzing a target image to extract scene parameters (camera position, geometry, materials, lighting) and implementing a renderer that produces a matching output. These tasks typically require achieving high similarity…”

— opening of SKILL.md by lazyFrogLOL
name
path-tracing

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/path-tracing of lazyFrogLOL/Harness_Engineering.

Open the folder on GitHubat commit cae3b25

Compare with similar skills

Path Tracing 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.

Path Tracing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Path Tracing this skilllazyFrogLOL/Harness_Engineering128—~1.6kAutomated safety check: PassNone
vphone600 Kernel Symbol AnalysisLakr233/vphone-cli15k—~530Automated safety check: PassMIT
Webhome Extension Builderwebhtv/webhtv1.7k—~2.8kAutomated safety check: PassGPL-3.0
Reverse Flowlingbol088-spec/reverse-flow-skill936—~2.4kAutomated safety check: PassMIT
Website Rebuildboyang-hu/website-rebuild-skill1.4k—~6.1kAutomated safety check: PassMIT
Client Request Signature Reversalawarexone/Agentic-Bug-Hunter5.3k—~4.7kAutomated safety check: PassMIT

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Categories

Questions about Path Tracing

What does Path Tracing do?

Guide for reverse-engineering and recreating programmatically-generated ray-traced images. Path Tracing is an agent skill from lazyFrogLOL/Harness_Engineering. Guide for reverse-engineering and recreating programmatically-generated ray-traced images.

When should I use Path Tracing?

Path Tracing fits situations like: tasks that involve Reverse engineering and malware.

How do I install Path Tracing in Claude Code?

Run `npx skills add lazyFrogLOL/Harness_Engineering --skill path-tracing -a claude-code`. Or copy the skill folder (skills/path-tracing in lazyFrogLOL/Harness_Engineering) into .claude/skills/path-tracing in your project. Claude Code loads it when a task matches its description.

How do I install Path Tracing in Codex?

Run `npx skills add lazyFrogLOL/Harness_Engineering --skill path-tracing -a codex`. Or copy the skill folder (skills/path-tracing in lazyFrogLOL/Harness_Engineering) into .agents/skills/path-tracing in your project. Codex loads it when a task matches its description.

Can I use Path Tracing in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lazyFrogLOL/Harness_Engineering --skill path-tracing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/path-tracing, .gemini/skills/path-tracing, .github/skills/path-tracing and .opencode/skills/path-tracing in your project.

What does Path Tracing need to run?

SKILL.md names no scripts, command-line tools or credentials: Path Tracing is instructions for the agent only.

Does Path Tracing access the network?

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.

Is Path Tracing safe to install?

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.

What licence does Path Tracing use?

No licence was found for Path Tracing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Path Tracing use?

About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Path Tracing?

Skills that share tags, products or a category with Path Tracing: vphone600 Kernel Symbol Analysis (Lakr233/vphone-cli, 15k stars), Webhome Extension Builder (webhtv/webhtv, 1.7k stars), Reverse Flow (lingbol088-spec/reverse-flow-skill, 936 stars) and Website Rebuild (boyang-hu/website-rebuild-skill, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Path Tracing?

lazyFrogLOL (a GitHub user) maintains it in lazyFrogLOL/Harness_Engineering, which has 128 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on May 18, 2026.

Source: lazyFrogLOL/Harness_Engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.