Golang Patterns
affaan-m/ECC
Go-specific design patterns and best practices including functional options, small interfaces, dependency injection, concurrency patterns, error handling, and package organization.
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…
$ npx skills add clshortfuse/renodx --skill hdr-test-pattern-generation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install clshortfuse/renodx hdr-test-pattern-generation --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/hdr-test-pattern-generation .claude/skills/hdr-test-pattern-generation && 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 "hdr-test-pattern-generation" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/hdr-test-pattern-generation into .claude/skills/hdr-test-pattern-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hdr-test-pattern-generation", 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/hdr-test-pattern-generationType 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 hdr-test-pattern-generation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install clshortfuse/renodx hdr-test-pattern-generation --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/hdr-test-pattern-generation .agents/skills/hdr-test-pattern-generation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hdr-test-pattern-generation" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/hdr-test-pattern-generation into .agents/skills/hdr-test-pattern-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hdr-test-pattern-generation", 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 hdr-test-pattern-generation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install clshortfuse/renodx hdr-test-pattern-generation --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/hdr-test-pattern-generation .cursor/skills/hdr-test-pattern-generation && 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 "hdr-test-pattern-generation" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/hdr-test-pattern-generation into .cursor/skills/hdr-test-pattern-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hdr-test-pattern-generation", 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/hdr-test-pattern-generation--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 hdr-test-pattern-generation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install clshortfuse/renodx hdr-test-pattern-generation --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/hdr-test-pattern-generation .gemini/skills/hdr-test-pattern-generation && 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 "hdr-test-pattern-generation" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/hdr-test-pattern-generation into .gemini/skills/hdr-test-pattern-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hdr-test-pattern-generation", 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 hdr-test-pattern-generationInstalls 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 hdr-test-pattern-generation -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/hdr-test-pattern-generation .github/skills/hdr-test-pattern-generation && 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 "hdr-test-pattern-generation" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/hdr-test-pattern-generation into .github/skills/hdr-test-pattern-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hdr-test-pattern-generation", 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 hdr-test-pattern-generation -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 hdr-test-pattern-generation --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/hdr-test-pattern-generation .opencode/skills/hdr-test-pattern-generation && 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 "hdr-test-pattern-generation" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/hdr-test-pattern-generation into .opencode/skills/hdr-test-pattern-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hdr-test-pattern-generation", 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.
hdr-test-pattern-generationRenoDX 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…
Hdr Test Pattern Generation is an agent skill from 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, and scalar/energy-map validation sources. Use when making test pattern images or datasets for tonemap, gamut, LUT, PsychoV, RenoDRT, HDR, or cICP validation.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `templates/hdr_pattern_template.py`).
The repository describes itself as: Renovation Engine for DirectX Games. The licence is MIT.
Read from SKILL.md and the folder at commit 374d07b. 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.
Ships script files (Python), which the agent can run.
From 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.
Hdr Test Pattern Generation loads about 1.3k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 590 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 clshortfuse/renodx at commit 374d07b, republished under its MIT licence (© clshortfuse). 590 words, ~1,345 tokens.
.claude/skills/hdr-test-pattern-generation/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use this small skill for creating source patterns and synthetic datasets. Larger skills should reference it instead of embedding pattern design rules.
analysis-graphing for plots of pattern statistics or transform curves.bt2020-png-generation when the final deliverable is a BT.2020 PQ RGB16 PNG with cICP or HDR ICC metadata.tools/analysis/ or the relevant test asset folder.Before generating pixels, state what the pattern is intended to expose:
Every pattern needs explicit metadata in the script, filename, or sidecar stats:
| Field | Examples |
|---|---|
| Gamut / primaries | BT.709, BT.2020, AP1, AP0 |
| White point | D65, D60, adapted D60→D65 |
| Transfer | scene-linear, display-linear nits, sRGB, PQ |
| Value scale | 0..1, stops around 1.0, absolute nits, diffuse-white-relative |
| Bit depth / format | EXR float, RGB16 PNG, 8-bit preview PNG/WebP |
| Clipping policy | preserve negatives for stats, clip only at output, hard clip to gamut, mask out-of-gamut |
Do not normalize pattern maxima unless normalization is the experiment.
| Pattern | Use for | Notes |
|---|---|---|
| Neutral ramp / step wedge | Tone curves, PQ quantization, banding | Include fine ramp plus labeled stops or nits steps. |
| Hue sweep | Gamut compression and hue preservation | Sweep hue in a known gamut; keep saturation/value and luminance assumptions explicit. |
| Primary/secondary chips | BT.709/BT.2020/AP1 comparison | Include white/gray references and expected out-of-gamut chips. |
| OOG stress chart | Negative channels, over-1 values, matrix/adaptation errors | Preserve unclipped stats before output clipping. |
| Banding panel | 8-bit/10-bit/16-bit path checks | Use smooth ramps plus small-amplitude perturbations when needed. |
| Checker/edge pattern | Spatial filters, bloom, sharpening, TAA artifacts | Include hard edges and subpixel-aligned variants if relevant. |
| Synthetic scene chart | End-to-end tone/gamut validation | Keep source EXR and rendered outputs together. |
| Scalar/energy map | N2/RenoDRT/PsychoV energy diagnostics | Replicate to RGB only at the final visualization/export step. |
cICP only for HDR delivery or viewer-signaling tests.bt709_linear_hue_sweep, bt2020_hdr_pq_100nits, or syntheticChart_rec709_finite.tests/D3D12HDR-test/images/syntheticChart_rec709.01.exr for a recurring synthetic chart source.tests/D3D12HDR-test/images/RGB_sweep_smooth_31x50.exr for RGB sweep validation.tools/analysis/synthetic_neutwo_energy_reapply_bt2020.py for synthetic chart to BT.2020 HDR output workflow.tools/analysis/validate_mb_compress.py for BT.2020 hue sweep validation patterns.tools/analysis/syntheticChart_rec709_finite/ for generated comparisons and stats.© clshortfuse, 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 1 other file in .agents/skills/hdr-test-pattern-generation of clshortfuse/renodx.
Open the folder on GitHubat commit 374d07b
Hdr Test Pattern Generation 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 |
|---|---|---|---|---|---|---|
| Hdr Test Pattern Generation this skillclshortfuse/renodx | 4.4k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Golang Patternsaffaan-m/ECC | 275k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Kotlin Exposed Patternsaffaan-m/ECC | 275k | 4 repos | ~5.5k | Automated safety check: Pass | MIT | |
| Generatealirezarezvani/claude-skills | 28k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Dotnet Patternsaffaan-m/ECC | 275k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Fastapi Patternsaffaan-m/ECC | 275k | — | ~2.3k | Automated safety check: Pass | MIT |
affaan-m/ECC
Go-specific design patterns and best practices including functional options, small interfaces, dependency injection, concurrency patterns, error handling, and package organization.
affaan-m/ECC
JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
alirezarezvani/claude-skills
Generate Playwright tests. An agent skill from alirezarezvani/claude-skills.
affaan-m/ECC
Idiomatic C and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications.
affaan-m/ECC
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production readiness.
affaan-m/ECC
Python-specific design patterns and best practices including protocols, dataclasses, context managers, decorators, async/await, type hints, and package organization.
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.
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.
clshortfuse/renodx
RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes.
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…
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…
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…
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…. Hdr Test Pattern Generation is an agent skill from clshortfuse/renodx.2020/AP1 comparisons, and scalar/energy-map validation sources.
Hdr Test Pattern Generation fits situations like: making test pattern images; datasets for tonemap; CICP validation.
Run `npx skills add clshortfuse/renodx --skill hdr-test-pattern-generation -a claude-code`. Or copy the skill folder (.agents/skills/hdr-test-pattern-generation in clshortfuse/renodx) into .claude/skills/hdr-test-pattern-generation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add clshortfuse/renodx --skill hdr-test-pattern-generation -a codex`. Or copy the skill folder (.agents/skills/hdr-test-pattern-generation in clshortfuse/renodx) into .agents/skills/hdr-test-pattern-generation 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 clshortfuse/renodx --skill hdr-test-pattern-generation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hdr-test-pattern-generation, .gemini/skills/hdr-test-pattern-generation, .github/skills/hdr-test-pattern-generation and .opencode/skills/hdr-test-pattern-generation in your project.
Going by SKILL.md and its folder, Hdr Test Pattern Generation needs Python for the scripts in its folder. Our summary lists: Python 3.
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. Review the folder before installing.
Hdr Test Pattern Generation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k 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.
Skills that share tags, products or a category with Hdr Test Pattern Generation: Golang Patterns (affaan-m/ECC, 275k stars), Kotlin Exposed Patterns (affaan-m/ECC, 275k stars), Generate (alirezarezvani/claude-skills, 28k stars) and Dotnet Patterns (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
clshortfuse (a GitHub user) maintains it in clshortfuse/renodx, which has 4,445 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 8, 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.