Paper Figures
EvoScientist/EvoSkills
A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames).
RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics.
Install Analysis Graphing
$ npx skills add clshortfuse/renodx --skill analysis-graphing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install clshortfuse/renodx analysis-graphing --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/clshortfuse/renodx.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/analysis-graphing .claude/skills/analysis-graphing && 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 "analysis-graphing" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphing into .claude/skills/analysis-graphing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-graphing", 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/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphingType 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 clshortfuse/renodx --skill analysis-graphing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install clshortfuse/renodx analysis-graphing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clshortfuse/renodx.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/analysis-graphing .agents/skills/analysis-graphing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "analysis-graphing" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphing into .agents/skills/analysis-graphing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-graphing", 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 clshortfuse/renodx --skill analysis-graphing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install clshortfuse/renodx analysis-graphing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clshortfuse/renodx.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/analysis-graphing .cursor/skills/analysis-graphing && 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 "analysis-graphing" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphing into .cursor/skills/analysis-graphing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-graphing", 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/clshortfuse/renodx.git --path .agents/skills/analysis-graphing--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 clshortfuse/renodx --skill analysis-graphing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install clshortfuse/renodx analysis-graphing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clshortfuse/renodx.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/analysis-graphing .gemini/skills/analysis-graphing && 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 "analysis-graphing" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphing into .gemini/skills/analysis-graphing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-graphing", 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 clshortfuse/renodx analysis-graphingInstalls 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 clshortfuse/renodx --skill analysis-graphing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/clshortfuse/renodx.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/analysis-graphing .github/skills/analysis-graphing && 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 "analysis-graphing" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphing into .github/skills/analysis-graphing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-graphing", 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 clshortfuse/renodx --skill analysis-graphing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install clshortfuse/renodx analysis-graphing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clshortfuse/renodx.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/analysis-graphing .opencode/skills/analysis-graphing && 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 "analysis-graphing" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/analysis-graphing into .opencode/skills/analysis-graphing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-graphing", 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.
Facts
- Skill name
analysis-graphing- GitHub stars
- 4.4k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 507 words
- Files
- 2
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- MIT
At a glance
RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics.
- Comparing curves
- SKILL.md covers Boundaries, Default style, Plot checklist and Common RenoDX graph types, plus 2 more sections
- Runs Python scripts from its folder
- Making dark-theme matplotlib figures
What it does
Analysis Graphing is an agent skill from clshortfuse/renodx. RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Use when graphing, plotting, visualizing, comparing curves, making dark-theme matplotlib figures, or avoiding repeated one-off plot scripts.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `templates/dark_plot.py`).
It sits in Data & Analytics, covering Data visualization, CSV and tabular files and Statistics. It works with Matplotlib. The repository describes itself as: Renovation Engine for DirectX Games. The licence is MIT.
When your agent uses it
- Comparing curves
- Making dark-theme matplotlib figures
- Avoiding repeated one-off plot scripts
Example prompts
- “/analysis-graphing”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 374d07b. 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
Ships script files (Python), which the agent can run.
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
Analysis Graphing loads about 1.1k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 507 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.
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
The full file from clshortfuse/renodx at commit 374d07b, republished under its MIT licence (© clshortfuse). 507 words, ~1,061 tokens.
Download SKILL.mdSave it as
.claude/skills/analysis-graphing/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- analysis-graphing
- description
- RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Use when graphing, plotting, visualizing, comparing curves, making dark-theme matplotlib figures, or avoiding repeated one-off plot scripts.
- argument-hint
- data source, variables to compare, output path, units/axis scale, and whether the graph is scratch or durable
RenoDX Analysis Graphing
Use this small skill for plots and graphs. Larger skills should call this out instead of embedding graphing rules.
Boundaries
- Focus on visualizing data, not generating source test images or editing shaders.
- Keep one-off plots and source scripts in a scratch output path unless the graph becomes a durable analysis artifact.
- Promote repeated graph workflows into
tools/analysis/with the data export beside the image. - Prefer
matplotlibfor Python analysis unless an existing script in the same workflow already uses another plotting library. - Use
bt2020-png-generationfor final HDR PQ PNG writing and signaling. - Use
hdr-test-pattern-generationfor ramps, sweeps, charts, and synthetic image inputs.
Default style
- Use a dark theme by default:
plt.style.use("dark_background"). - Save readable static images: usually PNG at
dpi=150to180. - Choose figure sizes for labels first, not minimum pixels; common overview plots are
14x9,16x11, or17x11inches. - Close figures after saving to avoid leaking state in batch scripts.
- If the graph will be inspected in an issue or PR, prefer a single self-contained overview image plus any focused split images.
Plot checklist
For every generated graph, make the output self-describing:
- Title states the experiment and transform/version being compared.
- Axes include units: nits, linear RGB, PQ code value, hue degrees, stops, frame index, etc.
- Legends use stable method names matching CSV column names or shader function names.
- Include reference lines for anchors such as zero, diffuse white, mid-gray,
1.0, peak nits, or gamut boundary when relevant. - Do not normalize silently. If data is normalized, show the normalization factor in the title, label, or CSV.
- Use log/stops axes only when the labels make the scale obvious.
- Save the plotted source data as CSV when values are generated rather than loaded from an existing CSV.
Show full SKILL.md (220 more words)Show less
Common RenoDX graph types
| Graph type | Use for | Notes |
|---|---|---|
| Tone/inverse diagnostic curve | Vanilla vs RenoDRT/PsychoV/ACES matching | Mark diffuse white, mid-gray, peak, and shoulder anchors; inverse plots are for fitting/diagnosis, not final-frame inverse-tonemap strategy. |
| Gain/loss or delta plot | Comparing old/new math or fitted curves | Plot absolute output and error/delta, not only one. |
| Hue sweep | Gamut compression, hue preservation, negative-channel checks | Hue degrees on x-axis; include min/max channel or perceptual metric. |
| Gamut scatter / chip grid | BT.709, BT.2020, AP1/AP0 comparisons | State source gamut and adaptation path. |
| LUT/stat overview | LUT pair comparisons, channel summaries, error histograms | Keep CSV summaries beside the graph. |
| Image diagnostic panel | EXR/test-pattern before/after comparisons | Use fixed scales when comparing panels. |
Existing examples
- Dark plot template for a minimal reusable matplotlib setup.
tools/analysis/plot_cp2077_*for readable dark-theme multi-panel graphs.tools/analysis/validate_mb_compress.pyfor hue sweep validation and CSV-plus-plot output.- scratch
zelda_*curve and derivative plots.
Common mistakes to avoid
- Do not output light-theme graphs unless the user explicitly requests that style.
- Do not crop legends, tick labels, or colorbars; use
tight_layout()or explicit layout spacing. - Do not mix scene-linear, display-linear nits, and encoded PQ values on one axis without clear labels.
- Do not present a graph without preserving the script or source CSV needed to reproduce it.
- Do not keep copying a repeated plotting scaffold across scratch scripts; promote the pattern when it recurs.
© clshortfuse, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in .agents/skills/analysis-graphing of clshortfuse/renodx.
- SKILL.md
- templates/dark_plot.py
Open the folder on GitHubat commit 374d07b
Compare with similar skills
Analysis Graphing 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 |
|---|---|---|---|---|---|---|
| Analysis Graphing this skillclshortfuse/renodx | 4.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Paper FiguresEvoScientist/EvoSkills | 474 | 1 repos | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| CSV Data Analysis5zjk5/prompt-engineering | 127 | — | ~2.6k | Automated safety check: Pass | None | |
| Data Analysisfastclaw-ai/fastclaw | 1.4k | — | ~410 | Automated safety check: Pass | Custom licence | |
| Hybrid-Engine Data Analysiscode-yeongyu/oh-my-openagent | 70k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Create Static Vizowid/etl | 158 | — | ~8.3k | Automated safety check: Pass | MIT |
Similar skills
CSV Data Analysis
5zjk5/prompt-engineering
This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations.
Data Analysis
fastclaw-ai/fastclaw
Analyze data, process CSV/JSON files, compute statistics, and create data visualizations.
Hybrid-Engine Data Analysis
code-yeongyu/oh-my-openagent
Analyzes CSV, Parquet and JSON data with DuckDB, Polars, numpy and matplotlib, preferring a persistent kernel over repeated one-shot processes.
Create Static Viz
owid/etl
Build or refresh an OWID static visualization end to end — resolve what data it needs from an old static viz image, an indicator, or a grapher chart; check both the ETL catalog and the producer's…
Chart Generation
NVIDIA-AI-Blueprints/deep-researcher-agent
A skill your agent uses to turn researched or computed numeric data into source-grounded charts.
More from clshortfuse/renodx
Bt2020 Png Generation
clshortfuse/renodx
RenoDX workflow for generating, validating, or debugging BT.2020/BT.2100 HDR PNG artifacts from EXR, linear RGB, nits arrays, scalar maps, or analysis images.
Handle Sdr Tonemap Lut
clshortfuse/renodx
RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes.
Swapchain Resource Analysis
clshortfuse/renodx
RenoDX DevKit workflow for tracing swapchain/output passes, SwapChainPass, RGBA8U/UNORM limits, RGBA16F proxy resources, gamma-space float pipelines, HDR10-preferred SDR/HDR output toggles, rare…
Code Review
clshortfuse/renodx
RenoDX pull request code review checklist for HDR/SDR matching, neutral defaults, tonemap/LUT shaders, SDR LUT clipping/domain mistakes, renodx::lut tooling, SwapChainPass, HDR10-preferred SDR/HDR…
Hdr Test Pattern Generation
clshortfuse/renodx
RenoDX workflow for generating HDR/SDR test patterns, synthetic charts, ramps, gradients, hue sweeps, color bars, checkerboards, banding panels, gamut stress images, BT.709/BT.2020/AP1 comparisons…
Setup Game Mod Dev
clshortfuse/renodx
RenoDX workflow for setting up or resuming game mod development with Clang debug builds, DevKit, MCP bridge, ReShade game-folder links, live shader paths, per-game addon scaffolds, metadata, shader…
Related
Works with
Categories
Questions about Analysis Graphing
What does Analysis Graphing do?
RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. Analysis Graphing is an agent skill from clshortfuse/renodx. RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics.
When should I use Analysis Graphing?
Analysis Graphing fits situations like: comparing curves; making dark-theme matplotlib figures; avoiding repeated one-off plot scripts.
How do I install Analysis Graphing in Claude Code?
Run `npx skills add clshortfuse/renodx --skill analysis-graphing -a claude-code`. Or copy the skill folder (.agents/skills/analysis-graphing in clshortfuse/renodx) into .claude/skills/analysis-graphing in your project. Claude Code loads it when a task matches its description.
How do I install Analysis Graphing in Codex?
Run `npx skills add clshortfuse/renodx --skill analysis-graphing -a codex`. Or copy the skill folder (.agents/skills/analysis-graphing in clshortfuse/renodx) into .agents/skills/analysis-graphing in your project. Codex loads it when a task matches its description.
Can I use Analysis Graphing 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 clshortfuse/renodx --skill analysis-graphing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/analysis-graphing, .gemini/skills/analysis-graphing, .github/skills/analysis-graphing and .opencode/skills/analysis-graphing in your project.
What does Analysis Graphing need to run?
Going by SKILL.md and its folder, Analysis Graphing needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Analysis Graphing 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 Analysis Graphing 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 Analysis Graphing use?
Analysis Graphing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Analysis Graphing use?
About 1.1k tokens (SKILL.md is roughly 4.2k 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 Analysis Graphing?
Skills that share tags, products or a category with Analysis Graphing: Paper Figures (EvoScientist/EvoSkills, 474 stars), CSV Data Analysis (5zjk5/prompt-engineering, 127 stars), Data Analysis (fastclaw-ai/fastclaw, 1.4k stars) and Hybrid-Engine Data Analysis (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Analysis Graphing?
clshortfuse (a GitHub user) maintains it in clshortfuse/renodx, which has 4,442 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 7, 2026.
Source: clshortfuse/renodx on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.