Make Changes
remix-run/remix
Create or update Remix repo change files under packages//.changes.
A skill your agent uses when modifying the shared ieRunTutorialExampleTests engine, changing the canonical run-record/checkpoint schema, adding a thin tutorial/example test wrapper for a new…
$ npx skills add ISET/isetcam --skill test-runner-architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ISET/isetcam test-runner-architecture --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/ISET/isetcam.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/test-runner-architecture .claude/skills/test-runner-architecture && 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 "test-runner-architecture" agent skill from https://github.com/ISET/isetcam/tree/main/.github/skills/test-runner-architecture into .claude/skills/test-runner-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-runner-architecture", 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/ISET/isetcam/tree/main/.github/skills/test-runner-architectureType 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 ISET/isetcam --skill test-runner-architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ISET/isetcam test-runner-architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ISET/isetcam.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/test-runner-architecture .agents/skills/test-runner-architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "test-runner-architecture" agent skill from https://github.com/ISET/isetcam/tree/main/.github/skills/test-runner-architecture into .agents/skills/test-runner-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-runner-architecture", 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 ISET/isetcam --skill test-runner-architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ISET/isetcam test-runner-architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ISET/isetcam.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/test-runner-architecture .cursor/skills/test-runner-architecture && 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 "test-runner-architecture" agent skill from https://github.com/ISET/isetcam/tree/main/.github/skills/test-runner-architecture into .cursor/skills/test-runner-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-runner-architecture", 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/ISET/isetcam.git --path .github/skills/test-runner-architecture--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 ISET/isetcam --skill test-runner-architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ISET/isetcam test-runner-architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ISET/isetcam.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/test-runner-architecture .gemini/skills/test-runner-architecture && 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 "test-runner-architecture" agent skill from https://github.com/ISET/isetcam/tree/main/.github/skills/test-runner-architecture into .gemini/skills/test-runner-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-runner-architecture", 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 ISET/isetcam test-runner-architectureInstalls 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 ISET/isetcam --skill test-runner-architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ISET/isetcam.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/test-runner-architecture .github/skills/test-runner-architecture && 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 "test-runner-architecture" agent skill from https://github.com/ISET/isetcam/tree/main/.github/skills/test-runner-architecture into .github/skills/test-runner-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-runner-architecture", 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 ISET/isetcam --skill test-runner-architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ISET/isetcam test-runner-architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ISET/isetcam.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/test-runner-architecture .opencode/skills/test-runner-architecture && 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 "test-runner-architecture" agent skill from https://github.com/ISET/isetcam/tree/main/.github/skills/test-runner-architecture into .opencode/skills/test-runner-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-runner-architecture", 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.
test-runner-architectureA skill your agent uses when modifying the shared ieRunTutorialExampleTests engine, changing the canonical run-record/checkpoint schema, adding a thin tutorial/example test wrapper for a new…
Test Runner Architecture is an agent skill from ISET/isetcam. Use when modifying the shared ieRunTutorialExampleTests engine, changing the canonical run-record/checkpoint schema, adding a thin tutorial/example test wrapper for a new repository (e.g. an ISET3D wrapper), or changing ieTestReport internals. Not for ordinary day-to-day test running — see testing-workflow for that.
Its SKILL.md is about 2.6k 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: Open source version of the original ISET, a complement to ISETBIO. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 17146a9. 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 matlab).
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.
Test Runner Architecture loads about 2.6k tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 1,087 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 ISET/isetcam at commit 17146a9, republished under its MIT licence (© ISET). 1,087 words, ~2,592 tokens.
.claude/skills/test-runner-architecture/SKILL.md (or your agent's skills folder).ISET repositories run tutorials and examples as smoke tests with one shared architecture. The architecture must:
% SkipFile;ieTestReport; andISETCam owns the shared implementation because ISETBio, ISET3D, and related repositories already depend on ISETCam.
The four entry points are:
ieTutorialTestieExampleTestisetbioTutorialTestisetbioExampleTestAll four entry points are thin configuration wrappers over the shared
ieRunTutorialExampleTests engine. They return the same canonical run
record, and checkpoint.mat contains that identical record.
ieTestReport accepts MATLAB unit-test results, a canonical run record, a
checkpoint file, or a run directory. Temporary adapters remain for
checkpoints and result arrays created by the pre-engine runners.
ISETCam provides one public execution function:
run = ieRunTutorialExampleTests(config)config is a scalar struct with these required fields:
| Field | Meaning |
|---|---|
repositoryName | Display name such as ISETCam, ISETBio, or ISET3D |
repositoryRoot | Absolute repository root |
suiteKind | tutorials or examples |
runnerName | Public wrapper name |
Optional fields are:
| Field | Default | Meaning |
|---|---|---|
selector | '' | One file name or relative/full path to run |
start | '' | First selected file to run |
skipPathPatterns | {} | Repository-specific path exclusions |
conditionalSkipFcn | [] | Optional function returning a skip reason |
setupFcn | [] | Repository-specific path/dependency setup |
The engine supplies common defaults for discovery, % SkipFile, logging,
cleanup, error capture, and reporting. Repository wrappers must not copy the
engine's helper functions.
Each repository keeps two small public entry points in its top-level
validate/ directory:
function run = isetbioExampleTest(varargin)
[selector,start] = localParseSelection(varargin{:});
config = struct();
config.repositoryName = 'ISETBio';
config.repositoryRoot = isetbioRootPath;
config.suiteKind = 'examples';
config.runnerName = mfilename;
config.selector = selector;
config.start = start;
config.skipPathPatterns = {'library'};
run = ieRunTutorialExampleTests(config);
endISETCam uses ieTutorialTest and ieExampleTest. Other repositories use
<repository>TutorialTest and <repository>ExampleTest.
The public wrappers accept one optional name-value pair:
repositoryTutorialTest('selection','t_oneTutorial')
repositoryTutorialTest('start','t_firstTutorialToRun')With no arguments, a wrapper runs the complete suite. selection runs only
the named file, while start runs the named file and all subsequent files
in the deterministically sorted plan.
The function return value and the contents of checkpoint.mat are the same
versioned run struct, so completed and interrupted runs report
identically.
Required top-level fields:
schemaVersion
repositoryName
repositoryRoot
suiteKind
runnerName
targetDir
selector
state % Running or Completed
startedAt
lastEventAt
finishedAt
plannedFiles
currentIndex
currentFile
results
runDir
checkpointFile
progressFileresults is a struct array with this contract:
file
status % Passed, Failed, or Skipped
error % compact error text for Failed, otherwise empty
startedAt
finishedAt
durationSecondsIf MATLAB terminates, state remains Running. ieTestReport interprets
the difference between plannedFiles and results as unfinished work and
reports currentFile as the last active file.
Increment schemaVersion only for incompatible checkpoint changes.
ieTestReport should give a clear error for unsupported future versions.
t_*.m and s_*.m below the target directory..mlx files. Plain-text Live Code .m is the canonical
source, and executing .mlx introduces name-shadowing and renderer
crashes.start accepts the same forms and trims the selected plan so execution
begins with that file.The common source marker is:
% SkipFileThe engine may continue recognizing % UTTBSkip during migration, but new
files must use % SkipFile.
Skip decisions occur in this order:
skipPathPatterns;% SkipFile source marker; andconditionalSkipFcn for environment-dependent cases.A skipped result should eventually include a machine-readable reason. Until that field is added, place the reason in nearby source comments and the progress log.
Each script runs from its own directory inside a helper function workspace. The engine performs the same lifecycle before and after every script:
wait bar off;init clear true;ieInit to close figures and reset vcSESSION;ieInit again; andTutorial/example smoke runs should start in a dedicated MATLAB session
because ieInit intentionally closes figures. Preferences changed by the
engine are restored when the complete run exits normally.
No script may depend on variables or ISET objects created by an earlier script.
Create one run directory below <repositoryRoot>/local containing:
checkpoint.mat
progress.log
planned-files.txtUpdate the checkpoint:
Write checkpoints atomically: save a temporary MAT file in the run
directory, then rename it to checkpoint.mat. A crash must not leave the
only checkpoint partially written.
The first implementation remains in-process. A later process execution
mode may launch one MATLAB process per file so a renderer/native crash does
not stop the remaining suite. The canonical run record and report interface
must not change when this mode is added.
ieTestReport remains the single display function for:
TestResult arrays from unit tests;run struct; andExamples:
ieTestReport(run)
ieTestReport(run,'List',{'failed','skipped'})
ieTestReport('/path/to/checkpoint.mat','List','all')For script suites the default report prints counts for planned, completed, passed, failed, skipped, and unfinished files. Requested lists may include passed, failed, and skipped files; failed lists include compact error text.
Runners should call ieTestReport(run) after normal completion instead of
maintaining their own summary printer.
The shared engine, reporter, public runners, and focused infrastructure
tests live in ISETCam's top-level validate/ directory. The implementation
uses one public engine plus local helpers rather than many small public
utilities. Keep ieTestReport public.
ISETCam maintains tests for the shared engine using temporary synthetic repositories and scripts. Cover:
% SkipFile results;Every repository adds a small contract test asserting that both wrappers return the canonical schema. Repository tests should not duplicate engine unit tests.
ieTestReport interface unchanged.The architecture is complete when:
ieTestReport is the only summary/list implementation;.mlx files are not executed by smoke runners;© ISET, MIT. 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 .github/skills/test-runner-architecture of ISET/isetcam.
Open the folder on GitHubat commit 17146a9
Test Runner Architecture 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 |
|---|---|---|---|---|---|---|
| Test Runner Architecture this skillISET/isetcam | 176 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Make Changesremix-run/remix | 33k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Orch Change Featureaffaan-m/ECC | 275k | 1 repos | ~420 | Automated safety check: Pass | MIT | |
| Change Managementsickn33/agentic-awesome-skills | 47k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Agent Test Long Runnerruvnet/ruflo | 74k | 2 repos | ~426 | Automated safety check: Pass | MIT | |
| Depot GitHub RunnersPostHog/posthog | 40k | — | ~2.8k | Automated safety check: Pass | Custom licence |
remix-run/remix
Create or update Remix repo change files under packages//.changes.
affaan-m/ECC
Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, review, and gated commit.
sickn33/agentic-awesome-skills
Implement change management processes. An agent skill from sickn33/agentic-awesome-skills.
ruvnet/ruflo
Agent skill for test-long-runner - invoke with $agent-test-long-runner
PostHog/posthog
Configures Depot-managed GitHub Actions runners as a drop-in replacement for GitHub-hosted runners.
pnpm/pnpm
Implement a pnpm feature, bug fix, or refactor by checking existing capabilities, prioritizing code reuse and deduplication, assessing architecture impact, and validating the final change.
ISET/isetcam
A skill your agent uses when adding, editing, or deciding where to place a file in tutorials/ or examples/, when naming a new t.m, s.m, or data.m script, or when asked about the difference between a…
ISET/isetcam
A skill your agent uses when setting up or troubleshooting a MATLAB session for this repository — configuring the VS Code MATLAB extension, MATLAB Desktop vs.
ISET/isetcam
A skill your agent uses when running, testing, or publishing MATLAB .m scripts from ISETCam or the local Psych 221 teaching repository in a non-interactive MATLAB session, including locating MATLAB…
ISET/isetcam
A skill your agent uses when converting an ISETCam tutorial or example .m file into a self-contained HTML file for a wiki page — iePublish, spublishTutorials, spublishExamples, embedding figures or…
ISET/isetcam
A skill your agent uses when running or choosing ISETCam tests after a code change — ieUnitTest, ieTutorialTest, ieExampleTest, ieTestReport, selecting/starting a partial run, the % SkipFile marker…
A skill your agent uses when modifying the shared ieRunTutorialExampleTests engine, changing the canonical run-record/checkpoint schema, adding a thin tutorial/example test wrapper for a new…. Test Runner Architecture is an agent skill from ISET/isetcam.g.
Test Runner Architecture fits situations like: modifying the shared ieRunTutorialExampleTests engine; changing the canonical run-record/checkpoint schema; adding a thin tutorial/example test wrapper for a new repository (e.g.
Run `npx skills add ISET/isetcam --skill test-runner-architecture -a claude-code`. Or copy the skill folder (.github/skills/test-runner-architecture in ISET/isetcam) into .claude/skills/test-runner-architecture in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ISET/isetcam --skill test-runner-architecture -a codex`. Or copy the skill folder (.github/skills/test-runner-architecture in ISET/isetcam) into .agents/skills/test-runner-architecture 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 ISET/isetcam --skill test-runner-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/test-runner-architecture, .gemini/skills/test-runner-architecture, .github/skills/test-runner-architecture and .opencode/skills/test-runner-architecture in your project.
SKILL.md names no scripts, command-line tools or credentials: Test Runner Architecture is instructions for the agent only.
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.
Test Runner Architecture is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k 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 Test Runner Architecture: Make Changes (remix-run/remix, 33k stars), Orch Change Feature (affaan-m/ECC, 275k stars), Change Management (sickn33/agentic-awesome-skills, 47k stars) and Agent Test Long Runner (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ISET (a GitHub organization) maintains it in ISET/isetcam, which has 176 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 25, 2026.
Source: ISET/isetcam on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.