Agent skill

Skill Authoring Standard

by EveryInc in EveryInc/compound-engineering-plugin

Applies one repository's skill-writing standard to creating, editing, or reviewing any SKILL.md file and its references.

MITAuto-check passedAgent Workflows

Install Skill Authoring Standard

skills CLI
$ npx skills add EveryInc/compound-engineering-plugin --skill ce-skill-work -a claude-code

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

GitHub CLI
$ gh skill install EveryInc/compound-engineering-plugin ce-skill-work --agent claude-code

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

Manual copy
$ git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ce-skill-work .claude/skills/ce-skill-work && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ce-skill-work
GitHub stars
25k
Token cost
~2.7k tokens
SKILL.md length
1,627 words
Files
6 (incl. references)
Skills in repo
37
Repo updated
First seen
Licence
MIT

At a glance

Applies one repository's skill-writing standard to creating, editing, or reviewing any SKILL.md file and its references.

  • Writing a new SKILL.md file for this repository
  • SKILL.md covers The standard (read before any…, Rules that hold in every mode, Modes and Completion report
  • Calls bun
  • Reviewing someone else's change to an existing skill file

What it does

Every skill file in the repository is treated as a goal statement rather than a state machine: it should hand the agent the outcome, the done condition, a safe failure direction, and the facts the agent can't derive on its own, then step back. The same standard applies whether you're authoring a new skill, editing one, reviewing someone else's change to one, or responding to review feedback on one.

Two recurring problems get flagged: a rule written as a list of cases instead of the condition those cases are proxies for, and a mechanism spelled out at the wrong layer, prescribed for work a different skill already owns. A change counts as done once its validation has actually run, or the exact reason it was skipped is recorded, not merely once a sentence has landed in the file.

When your agent uses it

  • Writing a new SKILL.md file for this repository
  • Reviewing someone else's change to an existing skill file
  • Responding to automated or human review feedback on a skill

Example prompts

  • “Review my changes to the ce-sweep skill against the authoring standard.”
  • “Draft a new skill file for validating webhook signatures.”
  • “Respond to the bot's review comments on this skill's reference file.”

What it can do on your machine

Read from SKILL.md and the folder at commit 67035e9. 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

    Shell commands in SKILL.md call:

    • bun

    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

Skill Authoring Standard loads about 2.7k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 94 tokens; SKILL.md has 1,627 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~94
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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 EveryInc/compound-engineering-plugin at commit 67035e9, republished under its MIT licence (© EveryInc). 1,627 words, ~2,703 tokens.

Download SKILL.mdSave it as .claude/skills/ce-skill-work/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
ce-skill-work
description
Applies this repository's skill-authoring standard as a procedure. Use for any change to, or judgment about, a file under skills/** — a SKILL.md, a reference, a persona prompt, a bundled script's instructions: creating a skill, editing one, reviewing a skill change, or acting on review feedback (human or bot) about one. Not for src/, tests/, or scripts/ code.

CE Skill Work

Skills in this repository are goals, not state machines. A skill hands the agent the goal, the done condition, the safe failure direction, and the facts it cannot derive from the repo in front of it, then gets out of the way. Everything this skill does — authoring, editing, reviewing, responding to review — is that one standard applied to a different starting state.

Outcome: the skill files you touch state their conditions rather than enumerate cases, carry nothing that does not change behavior, and put each mechanism at the layer that owns it; and the change is validated in the way its risk warrants.

Done: the mode's completion report is written and its validation ran (or the exact skip reason is recorded). Landing a sentence is not done; a demonstrated gap closed at its owning layer by the smallest mechanism is.

Non-goal: shorter files. Leanness is a side effect of stating conditions; report what changed, not word counts.

The standard (read before any mode)

docs/solutions/skill-design/portable-agent-skill-authoring.md is the authority. Read the sections the mode below names; do not restate the guide in the skill you are editing. The always-loaded rules in the project's active instructions supplement it and win where more specific.

Each block starts from the same possible elements, in this order: the result and next consumer, any local done check the skill-level bar cannot protect, the safe failure direction, the non-derivable facts, and only then any protocol the outcome cannot protect on its own. If a block does not need one, it omits it. What it must not have instead is a list of cases standing in for a condition it could state, or a mechanism prescribed for work this skill delegates — that is the finding. A procedure for a mechanic this skill owns, or a menu whose omitted item would silently drop required coverage, is protocol and stays.

Rules that hold in every mode

  • Conditions, not cases. When you find yourself adding "and also when X" to a rule, name the condition X is a proxy for and state that. A rule that has to enumerate its cases is stated wrong.
  • Prescribe a mechanism only where this skill owns it. Commands, exit codes, and state transitions belong to the skill that owns the mechanic (ce-commit-push-pr owns PR detection) or to cheap deterministic work. A delegating skill states the condition, the safe direction, and the non-derivable callee facts.
  • Sediment first. Before adding to a block, remove what the standard says should not be there. Provenance decides how hard to look, not what stays: search for a test that asserts the line, a docs/solutions/ learning that records it, or a commit that added it to fix a named bug. Provenance found → the line is protecting something; keep it unless its consumer is gone, and cite what it protects. None found → apply admission (does it state a falsifiable constraint, counter a demonstrated tendency, or supply a non-derivable fact?) and, when a line is plausibly insurance for a weaker model or another harness, test that before cutting rather than assuming. Say which removals rest on absence of evidence.
  • For every mandate you remove, name what now decides. If the answer is "the model, at its discretion, whether a required step happens", that mandate is a required gate and it stays. Removing a "must" does not remove the decision.
  • A line earns its place by stating a falsifiable constraint, countering a demonstrated default tendency, or supplying a fact the agent cannot derive. Rationale after a directive that stands alone, effort language, and capability restatement do not.
  • User-facing invocations render per harness — the rule and its placement are in the project's active instructions ("User-Facing Skill Invocations"); apply it wherever a skill prints or copies an invocation.
  • The description is a context pointer. For a model-invoked skill, frontmatter sits in the window every turn and is pruned harder than the body. Sentence 1 names the distinctive mechanism (what a sibling would not produce), with the leading prompt word first. Then one positive trigger per genuinely distinct branch in "Use when..." or "Use for..." form, written as an observable work-state. Prefer "Use <sibling> for <that job>"; keep "Not for" only when the same words fire both skills. If the skill is harmful on the wrong job, put "Use only when" / "Skip when" in the description. Identity boilerplate, catalogs of sites/synonyms/capabilities for one branch, quoted-utterance and slash-name stuffing on a model-invoked skill, workflow, flags, and phase lists belong out. Distinctive how may stay. Quoted phrases and /name aliases belong only on a user-invoked or disable-model-invocation skill, after the mechanism.
  • One done bar first. Every skill needs a skill-level done condition. Add a local done check only where skipping it can produce an unsafe action, fragile transition, scope expansion, mutation, auth mistake, or silent handoff failure.
  • Lean prompts for current strong models. State each instruction once. If a brief instruction decides a family of behaviors, use it instead of enumerating the behaviors. If two recipes share the same command skeleton, write one recipe with parameters or deltas; if the skeleton is the same, repeated full commands are a defect.
  • Plain sentences; savings come from structure, not syntax. Write one idea per sentence in ordinary English. Name who acts, what they do, and why it matters when that information is needed. Replace invented labels and internal workflow jargon with the action or consequence they mean; keep necessary technical terms and explain unfamiliar ones where the reader needs them. A sentence a careful engineer would read twice — clauses fused with dashes, articles and connectives dropped, three rules packed into one — is a defect even when it saves bytes, and it leaks into the agent's user-facing tone. When a body must get smaller, move a coherent block to a reference named at its point of use or delete genuine redundancy; never compress wording to fit, and leave headroom so the next fix does not have to.
  • Sol-first portability for this org's multi-model skills. When Fable guidance to strip procedure or add a brevity block conflicts with Sol guidance to preserve a known-good command, required report content, or no blanket brevity slogan, keep the Sol form. Slightly thicker but clear instructions are acceptable for Fable; omitting Sol-critical determinism is not. True noise still drops.
  • Portable length control preserves content. Never ship a blanket "be concise" / "keep it short" slogan in a cross-model skill. State what a short report must contain and what it may omit; for CLI wrappers, preserve command, exit status, output path/size, and stderr or blocker.
  • Long-running skills state their pacing. A skill that owns a long loop or dispatches workers instructs batching (independent calls and dispatches issued in one response; serialize only real dependencies), narration (what the user hears before, during, and at close), and completion honesty (a step is done only when actually performed; the turn does not end on described-but-undone work). A skill that runs a few calls and returns omits all three — see the guide's long-running execution section.
  • Autonomy is one compact policy. Name safe local actions and let in-scope work that follows from the user's request proceed, including an external write that is the requested job or named in the skill's authority envelope. Confirm only when an external write, destructive action, purchase, or material scope expansion is outside that envelope, or when only the user can supply the input. Do not repeat "ask first", "do not mutate", or "wait for approval" at each step.
  • Match freedom to fragility. High freedom for many valid approaches; medium freedom for a preferred pattern or parameterized command; low freedom when one known-good command or sequence exists and agents fail if they invent it. Write a fragile command once; collapse easy variants to one skeleton plus deltas.
  • Validate to the risk. After any edit, bun run test:skill-guards runs the mechanical guards in about a second, including the 8,000-byte SKILL.md budget in tests/codex-skill-prompt-budget.test.ts. Mechanical contracts (frontmatter, paths, greppable invariants) go in bun test. Behavior-bearing prose changes get a targeted eval per references/evaluate.md, on Claude and Codex, or an explicit skip reason in the report. Never ship an untested behavior change as "reference".
Show full SKILL.md (274 more words)Show less

Modes

Pick the mode from what you were asked to do; a request can chain them (a review that becomes an edit).

You areReadDone when
Creating a new skillreferences/new-skill.mdThe outcome spine exists before any workflow, activation cases are written, repo inventory is updated, and the eval ran or its exact skip reason is recorded
Changing an existing skillreferences/edit-skill.mdThe touched block meets the standard, nothing your change contradicts remains, and validation ran
Reviewing a skill changereferences/review-skill.mdEvery finding is Change / Verify / Consider with the evidence its class requires, and each Change names a condition or an owning-layer move
Acting on review feedback for a skillreferences/respond-to-review.mdEach item has a verdict, each Change closed a gap at its owning layer, and no block was patched twice

Completion report

End every mode with a report shaped by what the mode does. Mutating modes (new, edit, respond): per touched block, the goal it now states, what was removed and its provenance result; what was intentionally left short of the standard and why it is out of scope; what validation ran and its result or the exact skip reason; any decision that would materially change the skill's contract that you did not make. Review mode: the findings by class with the evidence each carries, and — where the caller has a summary channel — the paths you checked that any restatement still serves and what you could not verify. The report goes to whatever channel the caller provides; when the caller accepts only a findings list, that list is the report and satisfies Done. Review changes nothing, so it never has changed-block entries.

© EveryInc, 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 5 other files (references) in .agents/skills/ce-skill-work of EveryInc/compound-engineering-plugin.

  • SKILL.md
  • references/edit-skill.md
  • references/evaluate.md
  • references/new-skill.md
  • references/respond-to-review.md
  • references/review-skill.md

Open the folder on GitHubat commit 67035e9

Compare with similar skills

Skill Authoring Standard 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 Authoring Standard compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Authoring Standard this skillEveryInc/compound-engineering-plugin25k—~2.7kAutomated safety check: PassMIT
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Claude Code Skill Developer Guidediet103/claude-code-infrastructure-showcase10k11 repos~3.5kAutomated safety check: PassMIT
Darwin Skill Optimizeralchaincyf/darwin-skill6.2k1 repos~4.7kAutomated safety check: PassMIT
Claude Code Command Developmentanthropics/claude-plugins-official38k10 repos~4.8kAutomated safety check: PassApache-2.0
Claude Code Plugin Structureanthropics/claude-plugins-official38k10 repos~3.4kAutomated safety check: PassApache-2.0

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Categories

Questions about Skill Authoring Standard

What does Skill Authoring Standard do?

Applies one repository's skill-writing standard to creating, editing, or reviewing any SKILL.md file and its references. Every skill file in the repository is treated as a goal statement rather than a state machine: it should hand the agent the outcome, the done condition, a safe failure direction, and the facts the agent can't derive on its own, then step back. The same standard applies whether you're authoring a new skill, editing one, reviewing someone else's change to one, or responding to review feedback on one.

When should I use Skill Authoring Standard?

Skill Authoring Standard fits situations like: writing a new SKILL.md file for this repository; reviewing someone else's change to an existing skill file; responding to automated or human review feedback on a skill.

How do I install Skill Authoring Standard in Claude Code?

Run `npx skills add EveryInc/compound-engineering-plugin --skill ce-skill-work -a claude-code`. Or copy the skill folder (.agents/skills/ce-skill-work in EveryInc/compound-engineering-plugin) into .claude/skills/ce-skill-work in your project. Claude Code loads it when a task matches its description.

How do I install Skill Authoring Standard in Codex?

Run `npx skills add EveryInc/compound-engineering-plugin --skill ce-skill-work -a codex`. Or copy the skill folder (.agents/skills/ce-skill-work in EveryInc/compound-engineering-plugin) into .agents/skills/ce-skill-work in your project. Codex loads it when a task matches its description.

Can I use Skill Authoring Standard 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 EveryInc/compound-engineering-plugin --skill ce-skill-work -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ce-skill-work, .gemini/skills/ce-skill-work, .github/skills/ce-skill-work and .opencode/skills/ce-skill-work in your project.

What does Skill Authoring Standard need to run?

Going by SKILL.md and its folder, Skill Authoring Standard needs the command-line tools its instructions call (bun).

Does Skill Authoring Standard 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 Skill Authoring Standard 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 Skill Authoring Standard use?

Skill Authoring Standard 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 Skill Authoring Standard use?

About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.

What are the alternatives to Skill Authoring Standard?

Skills that share tags, products or a category with Skill Authoring Standard: Skill Creator (Azure/azqr, 795 stars), Claude Code Skill Developer Guide (diet103/claude-code-infrastructure-showcase, 10k stars), Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars) and Claude Code Command Development (anthropics/claude-plugins-official, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Authoring Standard?

EveryInc (a GitHub organization) maintains it in EveryInc/compound-engineering-plugin, which has 25,424 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on October 8, 2026.

Source: EveryInc/compound-engineering-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.