Sepia
Nanako0129/sepia
Make AI-generated writing read as human-written, in fiction and in professional prose.
A skill your agent uses when developing PenguinHarness itself — changing packages/{core,server,web,cli,desktop,landing,docs,skills}, the built-in model catalog, the installers or the release…
$ npx skills add Prism-Shadow/penguin-harness --skill penguin-harness-dev -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Prism-Shadow/penguin-harness penguin-harness-dev --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/Prism-Shadow/penguin-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/penguin-harness-dev .claude/skills/penguin-harness-dev && 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 "penguin-harness-dev" agent skill from https://github.com/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-dev into .claude/skills/penguin-harness-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "penguin-harness-dev", 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/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-devType 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 Prism-Shadow/penguin-harness --skill penguin-harness-dev -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Prism-Shadow/penguin-harness penguin-harness-dev --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prism-Shadow/penguin-harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/penguin-harness-dev .agents/skills/penguin-harness-dev && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "penguin-harness-dev" agent skill from https://github.com/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-dev into .agents/skills/penguin-harness-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "penguin-harness-dev", 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 Prism-Shadow/penguin-harness --skill penguin-harness-dev -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Prism-Shadow/penguin-harness penguin-harness-dev --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prism-Shadow/penguin-harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/penguin-harness-dev .cursor/skills/penguin-harness-dev && 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 "penguin-harness-dev" agent skill from https://github.com/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-dev into .cursor/skills/penguin-harness-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "penguin-harness-dev", 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/Prism-Shadow/penguin-harness.git --path .agents/skills/penguin-harness-dev--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 Prism-Shadow/penguin-harness --skill penguin-harness-dev -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Prism-Shadow/penguin-harness penguin-harness-dev --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prism-Shadow/penguin-harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/penguin-harness-dev .gemini/skills/penguin-harness-dev && 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 "penguin-harness-dev" agent skill from https://github.com/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-dev into .gemini/skills/penguin-harness-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "penguin-harness-dev", 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 Prism-Shadow/penguin-harness penguin-harness-devInstalls 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 Prism-Shadow/penguin-harness --skill penguin-harness-dev -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Prism-Shadow/penguin-harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/penguin-harness-dev .github/skills/penguin-harness-dev && 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 "penguin-harness-dev" agent skill from https://github.com/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-dev into .github/skills/penguin-harness-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "penguin-harness-dev", 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 Prism-Shadow/penguin-harness --skill penguin-harness-dev -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Prism-Shadow/penguin-harness penguin-harness-dev --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prism-Shadow/penguin-harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/penguin-harness-dev .opencode/skills/penguin-harness-dev && 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 "penguin-harness-dev" agent skill from https://github.com/Prism-Shadow/penguin-harness/tree/main/.agents/skills/penguin-harness-dev into .opencode/skills/penguin-harness-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "penguin-harness-dev", 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.
penguin-harness-devA skill your agent uses when developing PenguinHarness itself — changing packages/{core,server,web,cli,desktop,landing,docs,skills}, the built-in model catalog, the installers or the release…
Penguin Harness Dev is an agent skill from Prism-Shadow/penguin-harness. Use when developing PenguinHarness itself — changing packages/{core,server,web,cli,desktop,landing,docs,skills}, the built-in model catalog, the installers or the release workflow; writing or auditing changelog entries; writing a blog post or capturing release screenshots; running the test suite here or, when asked, on another machine; reading a prompt-cache regression out of the core suites; deciding what to do about data already on disk; auditing prose that reads like a leaked authoring session; or changing…
Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts (for example `reference/ai-slop.md`, `reference/ai-slop/detection.md` and `reference/ai-slop/fixes.md`).
It sits in Writing & Content, covering Blog and article writing, Test generation and Changelog and release notes. The repository describes itself as: 🐧 Unified and Stable RSI Platform. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit d56d9ce. 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 1 file in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
pnpmgitshnodeghFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pnpm, git and gh, which can reach the network depending on how they are called.
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.
Penguin Harness Dev loads about 3.4k tokens when it runs. Until then it costs about 204 tokens; SKILL.md has 1,877 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); the scripts in this folder are not scanned.
The full file from Prism-Shadow/penguin-harness at commit d56d9ce, republished under its Apache-2.0 licence (© Prism-Shadow). 1,877 words, ~3,432 tokens.
.claude/skills/penguin-harness-dev/SKILL.md (or your agent's skills folder). This skill also uses 13 other files; get the full folder from GitHub.PenguinHarness is a TypeScript monorepo: an Agent SDK (packages/core), an HTTP server
(packages/server), a Web App (packages/web), a CLI (packages/cli), an Electron shell
(packages/desktop), the landing and docs sites, and the shipped plugin library — one npm package
per plugin under the repo root's plugins/, with packages/plugins as the loader that depends on
them all. It consumes LLM providers through @prismshadow/mmsp (MMSP, formerly
@prismshadow/agenthub) and implements no provider clients of its own.
This page is the part that applies to every change. The reference files carry the detail, read them when the task reaches them:
| Read | When |
|---|---|
reference/verification.md | A test fails oddly, CI reads green when it should not, or the user asks you to run the suite on another machine |
reference/changelog.md | Writing or auditing a changelog entry |
reference/model-catalog.md | Touching model-catalog.ts, pricing, provider groups or glyphs |
reference/authoring.md | Writing a blog post, auditing prose, or proposing a simplification |
reference/release.md | Preparing a release: the branch order, what changes, the announcement, the blog post and its screenshots |
reference/testing.md | Writing or changing any test: scenarios first, behaviour only, one fake per boundary, branch coverage, speed |
reference/ai-slop.md | Every change a user sees or reads: UI, styles, UI strings, docs, landing, blog, changelog — the rules, the scanner, the catalogue of tells |
Whatever you add to the UI or the copy, check it before you call it done: decide before you
decorate; one accent, one voice; hierarchy from scale and space; subtract first; specific beats
punchy; decoration must mean something. No gradients, glows, emoji, pill spam, cards in cards,
coloured keywords or "it's not just X — it's Y". Reuse the theme tokens and lib/tone.ts; status
is an icon plus a tooltip; sections are ruled, not boxed. Run
node .agents/skills/penguin-harness-dev/reference/ai-slop/scan.mjs <what you touched> and triage
every hit. reference/ai-slop.md has the repo's own decisions and the full catalogue.
Two repositories sit side by side: the implementation repo (penguin-harness) and the design repo
(penguin-harness-design). Three paths inside the implementation repo are symlinks into the design
repo and are gitignored here:
design/ → the design repo, so specs are reachable as design/specs/…AGENTS.md → design/AGENTS.mdCLAUDE.md → AGENTS.mdEditing AGENTS.md, CLAUDE.md or anything under specs/ edits the design repo's files.
Commit them there, on their own branch, in their own PR. They can never appear in an
implementation-repo PR. A fresh clone has none of the three links; recreate them by hand. A clone
with no design repo beside it — the normal state for a remote or throwaway environment — has
nothing to link to, so it carries no AGENTS.md at all and these skills are its whole contract.
Both repos take changes through branch + PR against main, squash-merged. Do not push to main,
and gh pr create --base main — not dev, whatever a sibling repo does.
Branches are feat/<topic>, fix/<topic>, docs/<topic> in both repos. Some older branches here
read docs-<topic> instead: a remote branch literally named docs once held that ref namespace and
made the slashed form unpushable. It is gone — if a push is ever rejected as a directory/file
conflict again, git ls-remote --heads origin names the branch responsible.
Independent changes each get their own git worktree under ../penguin-harness-wt/<topic>/ so
several can run in parallel.
Keep searches inside the worktree you are working in. Scanning the home directory or the whole
disk is rarely worth it: it is slow, and what it turns up outside the tree is usually another
checkout's copy of the file you are already looking at. When a path does not resolve, prefer
narrowing — reason about the package layout, ask git ls-files, follow the conventions above — over
widening the root. The only paths outside the worktree worth reading are the siblings named here:
../penguin-harness-design for specs, ../penguin-harness-wt/* for another topic's tree, and
../agenthub for MMSP where it is checked out (the checkout keeps the library's former name).
Reach them by name; never find them by scanning. Say all of this to every subagent you dispatch —
widening the search root is the first move a subagent makes when a path does not resolve.
Before a test, write its scenarios (Given / When / Then) in the file header; one it per
scenario, named as the behaviour. Assert only what the caller can observe — and look first for
what must not happen (a retry that must not duplicate, a refusal that must not write). Never
test a constant, a copied table, a UI string against its dictionary, or which private helper
ran. Fake only at the system's edge with the package's shared helpers (one fetch fake, one mock
LLM, createTestApp, real temp dirs, fake timers); do not vi.mock the package's own modules.
Every branch a change adds is taken by a scenario; pruning never lowers branch coverage. No real
sleeps, no per-test servers. reference/testing.md has the rules and the checklist.
Node must be >= 24. In each worktree, pnpm install --frozen-lockfile first.
The full chain CI runs is pnpm build, pnpm format:check, pnpm typecheck, pnpm test,
sh scripts/test-installer.sh. Do not reach for pnpm test by reflex — it is nine packages and
~2500 tests, minutes per run, and for a docs-only diff it proves nothing the narrow run does not.
Pick the narrowest evidence that would actually fail for this change's regression:
pnpm --filter @prismshadow/penguin-core exec vitest run test/model-catalog.test.ts # one file, ~1s
pnpm --filter @prismshadow/penguin-web test # one package| Changed | Run |
|---|---|
Markdown only — changelog, .github/CONTRIBUTING.md, .agents/, README | pnpm format:check |
packages/docs/content/**, blog posts under packages/landing/content/** | format:check + the docs and landing package tests (search index, blog fixtures) |
plugins/** (repo root) | the plugins package test (loader, README tables, the hook scripts against fake Traces) + docs's skills-sync.test.ts |
| The model catalog | core model-catalog.test.ts, web model-grouping.test.ts and protocol-path.test.ts, server models.test.ts |
| Request assembly, history rebuild, compaction, the system prompt, a tool's description or schema | core's three prompt-cache-* suites — read the section below before you touch what they report |
| One package's source | that package's test, plus typecheck |
| Exported core types, or anything downstream imports | pnpm build + pnpm typecheck before any test |
Anything that opens, folds, resizes or animates in the Web App or packages/ui | the ui and web tests + frames captured mid-transition in all three themes (penguin-harness-frontend, "Motion"); a resting screenshot is not evidence |
A remote test tree after main moved (a merge, a rebase) | rebuild @prismshadow/penguin-server... there first: a stale core dist reads as dozens of TS2305 "no exported member" errors in web and the gallery |
package.json, the lockfile, pnpm-workspace.yaml | pnpm install --frozen-lockfile + pnpm build |
Installers, release.yml | sh scripts/test-installer.sh |
Always cheap, always worth it: git diff --check, and pnpm format + format:check on any diff at
all.
Run the whole chain in exactly three cases: the change spans the repo widely enough that nothing narrower is credible, you are diagnosing a CI failure, or you are asked to. There are no coverage thresholds in this repo, so nothing forces a wider run than the behavior needs.
Tests run on this machine unless the user asks otherwise. Moving a suite to another host is
something they request in so many words, not an optimisation to take on your own — see
reference/verification.md for how, and for why a difference between two machines is a finding
rather than something to paper over.
Once the evidence you chose passes, commit and push to the current branch without asking. Force-pushes and reverting someone else's commits still need confirmation.
When a test fails in a way that does not match your diff, when CI reads green too easily, or when a
fake or an assertion looks like it proves nothing, read reference/verification.md before spending
a second round on it.
A provider serves a cached prefix only while the next request repeats the previous one byte for byte from the front: the model id, the tools, the fast-mode parameters, the system prompt, the remaining prompt-affecting parameters, then the messages. Everything from the earliest divergence onward is re-read at full price, on every request of every running conversation — not only the one in front of you. A word added to a tool description costs far more than its own tokens.
Three suites in packages/core/test hold that line, and a failure means something different in each:
| Failing | What it is telling you |
|---|---|
prompt-cache-invariants.test.ts | Your change made a request stop extending its predecessor. This is the regression itself; the diagnostic names the tier that diverged and estimates the input that falls after it. |
prompt-cache-lifecycle.test.ts | The same thing counted in provider tokens. A number that went down is money. |
prompt-cache-simulator.test.ts | You changed the rule engine, not the harness. Only correct when the provider's documented rules changed — go and check the documentation, not the test. |
Never re-baseline these to green. Editing an expected number, or adding a case to the list of misses that are there by design, is a decision about spending the user's money — not a fix. Put the tier that moved and what it costs in front of them and let them decide.
And say it in the reply, not only in a test log. A cache regression shows up in no other signal this repo produces: nothing is slower, nothing is wrong on screen, and CI goes green the moment the numbers are edited. If you do not raise it, it ships.
Every change ships a changelog entry, in both languages, in changelog/unreleased/: a
YYYY-MM-DD-<slug>.md and YYYY-MM-DD-<slug>.zh.md pair mirroring section for section, inside the
PR that makes the change. One without the other is unfinished, there is no index file, and
reasoning belongs in the PR description rather than on disk.
A conclusion is not a deliverable. Do not package findings as a standalone page, artifact or report file: it detaches them from the diff they are about and no one opens it twice. A review's findings go in PR comments, on the lines they concern; everything else goes in the PR description and in the reply to whoever asked.
changelog/README.md is the full spec and reference/changelog.md has the shape plus the traps
(the metadata block's fixed order, translated headings, #N numbers that are often issues rather
than PRs, and the PR: field everyone forgets). Read one of them before writing an entry rather
than pattern-matching a neighbouring one.
When a change touches data or configuration already on disk — Traces, system_config.yaml,
.project_config.toml, installed skills, web.db, localStorage keys — do not pick a strategy.
State plainly what breaks if nothing is done, offer the options (permanent dual-format tolerance /
one-time migration / a documented reset path / accept the break and say so), and let the user decide.
Whatever is decided, compatibility code is a standing cost: name how long it stays, who removes
it, and what has to be true first, at the code site and in a dedicated
changelog/unreleased/YYYY-MM-DD-backward-compatibility.md. Other entries in that batch reference
that file instead of re-telling it. A batch with no compatibility handling has no such file.
packages/core/src/omnimessage/types.ts repeats it
at its head.© Prism-Shadow, 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
SKILL.md and 13 other files (scripts) in .agents/skills/penguin-harness-dev of Prism-Shadow/penguin-harness.
Open the folder on GitHubat commit d56d9ce
Penguin Harness Dev 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 |
|---|---|---|---|---|---|---|
| Penguin Harness Dev this skillPrism-Shadow/penguin-harness | 2.5k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | |
| SepiaNanako0129/sepia | 3k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Blogtheopenco/llmgateway | 1.7k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Release Postquarto-dev/quarto-r | 160 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Create Release Blogweb-infra-dev/rstest | 505 | — | ~4.7k | Automated safety check: Pass | MIT | |
| Feature Blogpockethost/pockethost | 1.4k | — | ~818 | Automated safety check: Pass | MIT |
Nanako0129/sepia
Make AI-generated writing read as human-written, in fiction and in professional prose.
theopenco/llmgateway
Write and validate an LLM Gateway marketing blog post in the repository's current house style, including structured frontmatter and a gpt-image-2 OpenGraph image.
quarto-dev/quarto-r
Create professional package release blog posts following Tidyverse or Shiny blog conventions.
web-infra-dev/rstest
Generate a narrative version release blog post from commits within a tag range.
pockethost/pockethost
Ship user-facing PocketHost features with a blog post instead of semver release notes.
BrainDAO/adk-ts
ADK-TS brand voice, terminology, and writing conventions. An agent skill from BrainDAO/adk-ts.
Prism-Shadow/penguin-harness
Make a reply easier to read and act on with rich blocks inside ordinary Markdown — a choice the user picks from, a form that collects several answers, a procedure as steps with warnings in place, a…
Prism-Shadow/penguin-harness
Create and edit Bento presentations — self-contained .bento.html decks whose document is JSON.
Prism-Shadow/penguin-harness
A skill your agent uses when standing PenguinHarness up to try a change by hand — launching the Web App, the desktop shell, the landing page, the docs site or the component gallery to click through…
Prism-Shadow/penguin-harness
A skill your agent uses when changing the PenguinHarness Web App (packages/web) or the shared UI package — adding or restyling any UI, picking a status colour, adding an icon, laying out a row or a…
Prism-Shadow/penguin-harness
Drive the PenguinHarness agent browser — the desktop app's built-in browser or the user's own Chrome — from the shell with penguin browser: open pages, read them as simplified HTML or text, act with…
Prism-Shadow/penguin-harness
A skill your agent uses whenever the user wants to build an agent application — their own program with an embedded agent, such as an AI app, an agentic app or a RAG app.
Categories
A skill your agent uses when developing PenguinHarness itself — changing packages/{core,server,web,cli,desktop,landing,docs,skills}, the built-in model catalog, the installers or the release…. Penguin Harness Dev is an agent skill from Prism-Shadow/penguin-harness.
Penguin Harness Dev fits situations like: developing PenguinHarness itself — changing packages/{core; the built-in model catalog; the release workflow; auditing changelog entries.
Run `npx skills add Prism-Shadow/penguin-harness --skill penguin-harness-dev -a claude-code`. Or copy the skill folder (.agents/skills/penguin-harness-dev in Prism-Shadow/penguin-harness) into .claude/skills/penguin-harness-dev in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Prism-Shadow/penguin-harness --skill penguin-harness-dev -a codex`. Or copy the skill folder (.agents/skills/penguin-harness-dev in Prism-Shadow/penguin-harness) into .agents/skills/penguin-harness-dev 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 Prism-Shadow/penguin-harness --skill penguin-harness-dev -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/penguin-harness-dev, .gemini/skills/penguin-harness-dev, .github/skills/penguin-harness-dev and .opencode/skills/penguin-harness-dev in your project.
Going by SKILL.md and its folder, Penguin Harness Dev needs JavaScript for the scripts in its folder and the command-line tools its instructions call (pnpm, git, sh, node and gh). Our summary lists: Node.js.
SKILL.md contains no URLs. Its commands use git and gh, which can reach the network depending on how they are called. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Penguin Harness Dev 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 3.4k tokens (SKILL.md is roughly 14k 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 Penguin Harness Dev: Sepia (Nanako0129/sepia, 3k stars), Blog (theopenco/llmgateway, 1.7k stars), Release Post (quarto-dev/quarto-r, 160 stars) and Create Release Blog (web-infra-dev/rstest, 505 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Prism-Shadow (a GitHub organization) maintains it in Prism-Shadow/penguin-harness, which has 2,464 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 7, 2026.
Source: Prism-Shadow/penguin-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.