name: yamlscript description: > Write idiomatic YAMLScript code. Use when asked to write, convert, or review YAMLScript (.ys files). Converts Clojure to idiomatic YAMLScript using confirmed style rules and tested examples.
YAMLScript Skill
Setup
Ensure ys version 0.2.21 is available for testing:
[[ -x /tmp/ys-skill/bin/ys-0.2.21 ]] ||
curl -s https://yamlscript.org/install |
VERSION=0.2.21 PREFIX=/tmp/ys-skill bash
YS=/tmp/ys-skill/bin/ys
Optionally clone the source for looking up stdlib functions, DWIM support, and docs:
[[ -d /tmp/ys-skill/yamlscript ]] ||
git clone --depth 1 https://github.com/yaml/yamlscript \
/tmp/ys-skill/yamlscript
# Key files:
# core/src/ys/std.clj — YS standard library
# core/src/ys/dwim.clj — functions with auto arg-placement
# doc/ — language documentation
Workflow
Write correct Clojure first — Clojure is unambiguous; get the logic right before worrying about YS syntax
Convert to YAMLScript — apply the rules below
Test every attempt before presenting it:
# Single-line expressions $YS -pe 'expr' # Multi-line programs $YS -c - <<<'!ys-0 ...'Iterate until the output is correct and idiomatic
Lint the source with the
ys-lint.ysscript that ships next to this SKILL.md (same skill directory). Run it against every.ysfile you wrote or edited:/path/to/skill/ys-lint.ys FILE...ys-lint.ysflags possible surface-form mistakes the compiler can't see because they vanish at the AST stage:.nth(N)vs.N,.nth(var)vs.$var,x + 1vs.++,x - 1vs.--,.first()/.last()vs.0/.$(or:first/:last),vector(...)and inlineV+(...)vs+[...], inlineM+(...)vs+{...},apply(str ...)andapply str:vs:join/join:,str(bareVar)vsbareVar:S,quot(a b)anda.quot(b)vsa // b, anyKW (cond):test-expression paren-wrap (forif,if-not,when,when-not,while), anyKW [...]:bracketed binding form for the reliably-strippable keywords (binding,if-let/if-lets/if-some,let,loop,when-first/when-let/when-lets/when-some,with-open) and for the iteration keywords (each,for,doseq,dotimes) when the binding starts with a named var (not a_-var or destructure pattern),then: nil/else: nilvswhen/when-not, a zero-arg methodx.foo()vs the colon chainx:foo, a trailing=>:whose value is a call / method-chain / spaced binary op vs a pair form (f: args/x: .m(a)/a OP: b), a direct=>:child under anifblock vsthen:/else:,say: ''vs baresay:,x.join(' ')vs the colon chainx:joins,slurp/spitvsread/write, plain-YAML structural checks such as scalarthen:/else:branches that can be positionalifbranches, a widerecur:/looparg list that should be comma-separated, and lines over 79 cols.Most linter rules match source text with regex; a few strip the top
!ys-0tag, load the file as plain YAML, and inspect the YAML shape. Every hit is still a candidate, not a verdict. False positives are expected: a long line may be a literal task string the program can't shorten; anx - 1inside a generated string isn't a.--candidate; an identifier that happens to look like a pattern may not be one. Inspect every reported line, fix the real mistakes, and explicitly justify each hit you treat as a false positive. This step is required: the working program isn't done until you have walked every lint hit and either fixed it or accepted it with reason.
Program Tag
- Always use
!ys-0— the short idiomatic form !yamlscript/v0and!yamlscript/v0/are legacy — do not use!ys-0= code mode;!ys-0:= data mode
YS vs Clojure Standard Library
Prefer YS stdlib functions (ys.std) over their Clojure equivalents —
they are more powerful and polymorphic (e.g. reverse works on strings,
replace defaults the replacement to "", rng works on chars).
If performance is a concern, fall back to the specific Clojure function
for that case.
Most Math/* functions are exposed in ys.std (sqrt, sqr,
floor, abs, pow, etc.). Drop the Math/ prefix when a YS
builtin exists; it's more idiomatic.
Common Mistakes
Patterns Codex gets wrong most often. Scan these before writing any YS.
Use if for two-branch conditionals — cond only for 3+ branches
cond is only appropriate when there are three or more mutually
exclusive branches. Any time you have a single predicate plus an
else: (one real branch and one fallback), use if instead. This is
the single most common conditional mistake.
cond: x == 0: a / else: b→if x == 0: \n then: a \n else: bcond: pred: x / else: recur(...)→if pred: \n then: x \n else: recur(...)
if can drop the then: and else: keys when both branches are
pair-form children (mapping entries), because YS reads the two
children positionally regardless of their keys. The keys can even
collide:
if (n % d) == 0:
recur: quot(n d) d cnt.++
recur: n d.++ cnt
This also lets the then-branch be a nested if X: pair while the
else-branch is an explicit else::
if n >= 2:
if (n % d) == 0:
recur: ...
recur: ...
else: cnt
Bare-scalar branches (plain identifiers, calls, expressions) can also
drop then: / else: when both branches are simple direct scalar
values with no whitespace and neither branch starts with YAML syntax
characters such as quotes, brackets, braces, block-scalar markers, or
tags:
if prime?(candidate):
count.++
count
Prefer this over:
if prime?(candidate):
then: count.++
else: count
The linter flags {if ...: {then: scalar, else: scalar}} shapes by
loading the file as plain YAML and checking the branch values, but
only when both scalar branch source values contain no whitespace. This
rule deliberately skips quoted strings and other YAML-special starts.
This is not the same as using =>: under if, which is never correct.
Bare-scalar branches are still fragile when mixed with mapping entries:
mixing a bare scalar with an else: mapping entry is invalid YAML.
When in doubt, keep then: and else: explicit unless both branches
are pair-form children or both are simple direct scalar branch values
with no whitespace and no YAML-special start.
When both branches are bare scalars, a trailing + on the if line
folds the next two indented lines into one plain scalar that YS reads
as the remaining positional args of if:
if n == 1: +
'1'
factors(n).join(' x ')
Compiles to (if (= n 1) "1" (str/join " x " (factors n))). Use this
when both branches are short bare expressions and the symmetry reads
better than then:/else: keys.
Inner conditionals nested inside a cond clause are usually
two-branch and should be if. Before writing cond:, count the
clauses: if it's two (one predicate + else:), rewrite as if. Three
or more clauses (excluding else:) keeps cond.
Scan every cond: in the file before finishing — if it has only one
non-else: clause, it's wrong.
=>: only when no pair form works
A YAML mapping context — defn body, do: block, conditional
branch block, loop body, etc. — requires every line to be a
key: value pair. =>: is the fallback key when the expression
genuinely cannot be written as a pair.
Use =>: for atomic values (no other pair form exists):
- bare identifiers:
=>: x,=>: result - bare numeric/literal atoms:
=>: 42,=>: nil,=>: true,=>: :foo - bare interpolated strings:
=>: "$s$check" - bare data-collection literals:
=>: +[1 2 3],=>: +{a: 1}
Never use =>: as a direct branch key of an if construct.
Even when the branch result is an atom that would normally allow
=>:, an if branch already has semantic keys. Use then: or
else: instead:
if done?:
then: result
else:
recur: next
not:
if done?:
=>: result
else:
recur: next
Restructure compound expressions into a pair:
- Function call → fn-call pair
name: args=>: f(a b)→f: a b=>: recur(i.++ b nx)→recur: i.++ b nx=>: V+(re im)→V+: re im
- Method chain → chain-pair
receiver: .method(args)=>: a.b(c).d(e)→a: .b(c).d(e)=>: row.assoc(w best)→row: .assoc(w best)=>: meta.from.split('/wiki/').$→meta.from: .split('/wiki/').$
- Binary operator → op-pair
lhs OP: rhs=>: a + b→a +: b=>: n == psum→n ==: psum=>: is-thu || is-wed-leap→is-thu ||: is-wed-leap
conddefault arm: useelse:not=>:
Drop single-use indirection: a result =: expr whose only use
is a trailing =>: result folds into a single trailing pair:
result =: r:sqr == n; =>: result→r:sqr ==: nresult =: row.conj(s); =>: result→row: .conj(s)
Colon-chains must convert to dot-chains in chain-pair position —
chain-pair only supports a leading .:
=>: stack:pop:pop.conj(x)→stack: .pop().pop().conj(x)
Op-pair / pair-form quirks:
%:does not parse (Invalid symbol '%'). Use the fn-call pair formmod: a b(orrem: a b) instead.- A pair value cannot begin with a quoted string followed by more
args.
format: '%+.4f' x yfails to parse. Workarounds:- Promote the string into the key:
format '%+.4f': x y - Force it into the value with
+:format: +'%+.4f' x y
- Promote the string into the key:
Never write x + 1 or x - 1 — use .++ / .--
Increment and decrement by 1 are common enough to have their own postfix operators. Use them anywhere — assignment values, argument positions, return values, loop bodies, string interpolation:
v + 1→v.++v - 1→v.--(3 * v) + 1→(3 * v).++recur: i + 1→recur: i.++
.++ and .-- compile to inc+ / dec+ (polymorphic). This is the
single most-forgotten rule — scan every + 1 and - 1 before
finishing.
Never write .nth(N) or .nth(bareVar) — use .N / .$var
Index access has terse dot-forms that should be preferred over the
explicit .nth(...) call:
v.nth(0)→v.0(literal integer index)v.nth(12)→v.12s.nth(0)→s.0(works on strings too)parts.nth(2)→parts.2v.nth(i)→v.$i(bare variable index)v.nth(idx)→v.$idxm.nth(ip)→m.$ip
.nth(expr) is only correct when the index is a computed
expression — e.g. v.nth(i.--), v.nth((row * 4) + c),
v.nth(i + g). The .$var form takes a single bare variable; it
does not accept compound expressions.
Scan every .nth( in the file before finishing — if the argument is a
literal integer or a bare variable, rewrite to the dot/dollar form.
.first() / .last() — use .0 / .$ or :first / :last
The call form x.first() and x.last() is verbose. Two terser
alternatives, each with its own niche:
.0/.$— positional access. Use when the value is a vector or pair and you're thinking "first/last element by index":pair.first()→pair.0tuple.last()→tuple.$sorted.first()→sorted.0
:first/:last— colon-chain. Use when the value is a sequence and you want the seq operations' "head/tail" framing:tri.last()→tri:lastlines.first()→lines:first
Either reads better than the call form. Pick by whether the data is
indexable (.0/.$) or seq-like (:first/:last); both compile
to the same thing for vectors, so when in doubt use the dot form.
Never write vector(...) literals — use +[...]
vector(a b c) (the fn call) and +[a b c] (data-mode vector with the
+ cast back to code-mode) build the same thing. Always prefer
+[...] — it reads as a vector literal, not a function call:
vector(a b c d)→+[a b c d]vector(nt ny)→+[nt ny]vector()→+[]
Use vec(coll) only when you're converting an existing collection,
not when listing elements.
Prefer +[] / +{} for collection literals
Use +[...] and +{...} for collection literals in expression/value
position. They read as literals and should be the default for short
vectors and maps, including maps with computed values:
pair =: +[name score]
node =: +{:char ch :freq freq}
Use V+ and M+ mainly when the collection constructor is the pair
key, especially for block form or when the call layout is clearer as a
YAML pair:
M+: :a 1, :b 2
V+:
item-a
item-b
item-c
Avoid inline V+(...) / M+(...) when a +[...] / +{...} literal
is equally clear.
Avoid defensive :V
Do not add :V just because a value is lazy or because the next form
will iterate it. Prefer leaving sequence-producing calls as sequences,
then run the program without materializing first.
Add :V only when the program needs vector behavior:
- indexed access with
.N/.$i - vector-style
conjorder - repeated traversal where laziness would be surprising
- output must visibly print as a vector
- a later operation specifically requires an indexed collection
When unsure, remove :V and run the program. Keep it only if the
program fails or the output semantics change.
Use :join / join: instead of apply(str ...) / apply str:
apply(str coll) and the pair form apply str: coll both concatenate
a collection of strings. The colon-chain coll:join and pair form
join: coll say what they mean directly:
apply(str pieces)→pieces:join(orjoin: pieces)apply str: pieces→join: piecesapply(str butlast(code))→join: butlast(code)
Prefer :S colon-chain over str(bareVar)
Single-argument str(x) where x is a bare identifier has a terser
colon-chain form x:S. Use that:
str(c)→c:Sstr(n)→n:S
:S reads as "convert to String" — that's exactly what the call is
doing. Use it whenever the intent is stringification.
Don't rewrite str(bareVar) as "$bareVar". Interpolation is
for composing a string from parts, not for stringification — even
when the result happens to look the same. And the two are not always
equivalent: at the interpolation boundary the value's original type
can leak through (a Character can come back as a Character),
whereas str(x) and x:S always produce a real String. The
difference shows up in places where the result is used as a map
key, a regex operand, or an in? test — Soundex's code-map
lookup is a real example where "$c" misses entries that c:S
finds.
str(...) with multiple args (e.g. str(a b c) for concatenation) is
unrelated — keep it. The rule is only about the single-bare-var case.
Use specific predicates over generic .! for numeric tests
When testing whether a number is zero, prefer :zero? (chain) or
zero?(...) (call) over .! or == 0. The specific predicate
documents intent: "is the remainder zero" vs "is this falsey".
(i % 5):zero?over(i % 5).!count.zero?overcount == 0zero?(x - y)when the expression has a natural prefix form
Reserve .! for cases where the expression is already busy and the
terse form aids readability, or where you genuinely want the broader
"falsey" semantics (nil, false, empty collections, empty strings).
else: not do: for the else branch of if
When the then-branch is a single form and the else-branch is multiple
forms, introduce the else block with else:, not do:. do: compiles
but is not idiomatic.
when/when-not for one-armed conditionals returning nil
If a branch of if or cond returns nil, the conditional is really
one-armed — use when (or when-not) instead. when returns nil when
the test is false, so the explicit nil branch is dead weight. A cond
with one real arm and a nil fallback is the loudest version of this
mistake.
cond: x.!: nil / else: real→when x: realcond: m: i / else: nil→when m: iif cond: form / else: nil→when cond: formwhen X.!→when-not X
declare is not needed in YAMLScript
YS resolves defn references across the whole file, so mutual
recursion works regardless of definition order. Don't reach for
declare: name — it's a Clojure habit and adds noise:
# correct — F is defined first and references M defined later
defn F(n):
if n:zero?: 1 (n - M(F(n.--)))
defn M(n):
if n:zero?: 0 (n - F(M(n.--)))
No reserved symbols in YS or Clojure
Any symbol can be used as a local binding. Names that shadow stdlib
functions (next, count, key, name, val, type, class,
first, last, rest, map, line, done, etc.) are fine. Don't
invent abbreviations like nxt, cnt, k, or done? just to avoid
the stdlib name.
# correct
next =: next-board(b)
when next: recur(next)
# wrong reaching for `nxt` to avoid shadowing `next`
nxt =: next-board(b)
when nxt: recur(nxt)
Pick the clearest name from the domain. The only reason to avoid a particular symbol in a scope is if you need to use the original value in that same scope.
Style Defaults
The choices below have no single right answer in YAMLScript. The skill
ships with the defaults listed here, but they are overridable from a
project's AGENTS.md. If a project's AGENTS.md contradicts a
default, follow the project.
These are stylistic only — anything in Common Mistakes, Key Rules, or Anti-Patterns is not negotiable.
Receiver-first vs bare-function form
When a function has an obvious "subject" argument (the thing being extended, transformed, or queried), prefer the receiver-first dot form:
m.assoc(:k v)overassoc(m :k v)xs.conj(x)overconj(xs x)s.split('/')oversplit(s '/')
Use the bare-function form when arguments are co-equal (e.g.
merge(a b c), concat(xs ys zs)) or when there is no natural
receiver.
To override: in AGENTS.md, write "prefer bare-function form
(assoc(m k v)) over dot-chain".
Vectors of short strings
For a static vector of short word-like strings, prefer qw(a b c)
over =:: ['a', 'b', 'c']:
colors =: qw(red green blue)overcolors =:: ['red', 'green', 'blue']
qw produces a vector of strings. Use the data-mode literal when the
elements contain spaces or non-word characters.
Default argument values
For a defn arg with a long default value, prefer setting it in the
body with ||=: over a long signature line:
defn main(text=nil):
text ||=: 'The quick brown fox jumps over the lazy dog'
over
defn main(text='The quick brown fox jumps over the lazy dog'):
Short defaults (numbers, short strings, keywords) belong in the
signature: defn main(n=10):.
Block form vs chain for multi-arg calls
For a call with three or more substantial args, prefer block form with one arg per line over a single-line chain:
concat:
quicksort(less)
vector(p)
quicksort(more)
over
concat: quicksort(less) vector(p) quicksort(more)
Two args fit fine on one line.
Key Rules
Formatting
- Lines must not exceed 79 columns. This is a hard limit, not a
suggestion. Target 20/40/60 columns as the natural "square" sizes for
most lines. YAML/YS gives you many ways to split:
- Block form: replace a chain with an indented block
- Intermediate variables: assign a sub-expression to a name
- Plain scalar folding: a plain (unquoted) YAML scalar folds at any
whitespace — break before a binary operator and indent the
continuation:
user =: ENV.RC_USER || die('set RC_USER (botpassword username)') - Double-quoted line fold: a
"..."string can be split at any space — YAML folds the newline (and the continuation's leading whitespace) into a single space. Indent the continuation to read cleanly:say: "map my-add over pairs: $(map(my-add [1 2 3] [10 20 30]):joins)" - Double-quoted backslash continuation: a
"..."string can be split with\at end of line, even when there's no whitespace to fold at. Useful for long URLs, identifiers, or any unbroken token:url =: "https://en.wikipedia.org/w/api.php?action=query\ &titles=Rosetta_Code&format=json" - Block scalars (
|,>): for multi-line literal text
- End the file with exactly one newline. No trailing blank line.
The last byte should be one
\nafter the last code line, not two.
Strings
- Single quotes unless interpolation or escapes needed
"Hello, $name!"notstr('Hello, ' name '!')"Result: $(x * y)"for expression interpolation"Now: $now()"for a bare function or method call. The shortened$ident(args)form works for plain identifiers (letters, digits, underscore, hyphen) and static calls like"$System/currentTimeMillis()". Prefer it over$(ident(args))when the call is a single function or method on a bare name.- Interpolation stops parsing the identifier at
?or!, so predicate names break the shortened form: write"$(all-equal?(xs))", not"$all-equal?(xs)"(which interpolates only$all-equaland leaves?(xs)as literal text). Reach for$(...)for operators, chains, anything beyond one call, or any identifier containing?or!. say: |with a multi-line block — all lines interpolated and printed::(double colon) is sugar for!(mode-toggle tag).a:: b=a: ! b— toggles between code and data mode:- In code mode (default
!ys-0),::switches value to data - In data mode,
::switches value back to code say:: hello— data mode: literal string"hello", not variable lookup (quoted'hello'is already literal either way)say:: |— data mode: literal block scalar (no interpolation)json/dump::with indented YAML — build data structures natively instead ofjson/dump: +{...}with escaped mapshttp/post url::— pass YAML maps as options- Inside a
::data block,key:: exprtoggles back to code:model:: model= YAML keymodelwith the value of variablemodel content:: |with$var— block scalar with interpolation::only works on mapping pair values (key-value syntax). For sequence entries, use the explicit!tag:- ! exprto evaluateexpras code within data mode
- In code mode (default
!<fn>tag — avoids an extra indent level:each i xs: !sayinstead of nestingsay:as a separate pair inside the body- CLI args that look like numbers are auto-converted —
num()not needed. Do NOT defensively coerce with:int/:Neither.defn main(n=10):is enough;ethiopian(a b)works with no coercion whena/bcame from the command line. Two globals expose the raw and converted views:ARGV— all CLI args as raw strings (no conversion)ARGS— all CLI args with numeric-looking values converted UseARGVwhen the task is about string handling of numeric-looking input (e.g. "increment a numerical string"); otherwiseARGSand named/positional params with defaults are fine.
+for simple concatenation at end of dot chain, notstr()n * 'str'— integer times string repeats it:n * ' 'for an indent ofnlevels. Replacesapply: str repeat(n ' '). Order doesn't matter for this case:'str' * nalso works.- Interpolation auto-stringifies —
"$x"works for any value, nostr(x)needed inside"..."or$(...) uc1(s)— capitalize first character;uc(s)— all uppercasejoin(sep coll)— join with separator;join(coll)— no separator. Alsocoll:join(colon chain) andjoin: coll(pair form) for the no-separator variant. Prefer these overapply(str coll)/apply str: coll— they say what they mean and read tighter:apply(str chunks)→chunks:join(orjoin: chunks)apply str: pieces→join: pieces(orpieces:join)
joins(coll)— join with a single space.xs.join(' ')is alwaysxs:joins— the colon chain says "join with one space" directly.say: row.join(' ')→say: row:joins.splitandjoinhave their own arg-swapping (not in DWIM list)qw(word1 word2 ...)— quoted word list; creates a vector of strings without needing quotes around each wordwords(s)— split string on whitespace; colon chain:text:wordslines(s)— split string on newlines; colon chain:text:linesin?(x coll)— membership test; works on strings, vectors, sets, maps. Dot form:w.in?(fruits). Flipped:has?(coll x)replace(s pat repl)— replace all matches; supports$1groupsreplace(s pat)— remove all matches (replacement defaults to"")replace1(s pat repl)— replace first match only- In scalar expressions, escape YAML-special sequences:
:\→ literal:(colon-space would trigger colon-chain)\#→ literal#(space-hash would start a YAML comment)
File I/O
- Never use
slurp/spit— these are the Clojure names. YS spells themreadandwrite, and those are the only idiomatic forms:read(file)— read a whole file to a string (wasslurp). Colon chain:file:read, e.g.FILE:read:lines.write(file content)— write a string to a file (wasspit).
FILEis bound to the running program's own source path, handy for a program that reads data embedded in itself.
Comments
# ...— standard YAML comment to end of line. Use it between structures, after values, and at file top/bottom.- A
#comment terminates the surrounding YAML scalar, so it cannot appear inside a multi-line plain-scalar expression such as a dot-chain spread across lines. \"..."— YS expression-level comment. Opens with\", closes at the next". Use it to annotate steps inside a multi-line expression where#would break the scalar:defn scramble(s): s \"input string" .lc() \"lowercase" .split() \"split into chars" .shuffle() .join() .uc1() \"capitalize first char"\"..."constraints:- The body cannot contain
"(no escape mechanism). - The body is still lexed by YAML, so YAML-special sequences must
be escaped the same way they are in any plain scalar:
:\for:(colon-space),\#for#(space-hash). See Strings. - Not usable inside YAML string literals (
"...",'...') or regex literals/.../. - Not usable as a standalone YAML block element — only inside an in-progress multi-line expression.
- The body cannot contain
Function Definitions
defn name(args):form with parens- Default args over multi-arity:
defn greet(name='World'): - For multi-line default text, use a top-level block scalar variable:
Avoids the YAML plain scalar restriction that forbidsdflt =: |- line one line two defn main(text=dflt)::inside default values written as\n-escaped double-quoted strings defn-for private helpers- Destructuring in parameter lists:
defn score([a b]):bindsaandbto elements of a pair argument — saves an intermediatea b =: pairline. Works for bothdefnandfn. mainwith default args for CLI programs. Defaults should be values a user could actually type on the command line — strings and numbers, not vectors or maps. Ifmainneeds a collection, default a string and parse it in the body (seeARGV/ARGS).mainarg-list shapes:main(name)— exactly one named arg (auto-converted if numeric)main(_)— exactly one arg, unnamed (arity matters, name doesn't)main(*)— any number of args, unnamedmain(*args)— any number of args, named
- Define functions top-down:
mainfirst, then helpers in call order — this is idiomatic YAMLScript
Function Calls
- Top level: mapping pair —
say: 'hello' a: b c≡a b: c≡a b c:— the colon splits a call into before/after segments; choose the split that reads naturally. Promote the "subject" of a call before the colon when it makes the call read like English:write file: contentnotwrite: file contentassoc m: k vnotassoc: m k v
- Higher-order function calls — when the function arg is named,
put it on the key side; the data flows to the value:
apply str: seq(s)...— applyingstrto the seqreduce f: init coll— reducing withfoverinit/collmap double: coll— mappingdoubleovercoll
- Inline-defined function for an HOF — put
_where the function arg goes; define the function as the block value:
This works for any HOF:reduce _ init coll: fn(acc x): ...body...map,filter,reduce, etc. The block value substitutes at the_. - Inline: YeS form —
inc(x)not(inc x) - Prefer
a.b(c)overb(a c)— dot chain from the receiver unless the receiver needs escaping ({},[],"",'') - Scalar
if: dot-chain the condition before it —cond.if(then else)notif(cond then else) X OP: Yat the pair level is sugar forX OP Y, for any binary operator.a +: b≡a + b;(cond) &&: body≡cond && body(body only runs ifcondis truey);(cond) ||: body≡cond || body(body only runs ifcondis falsey). The&&:/||:forms overlap functionally withwhen/when-notbut the mechanism is the operator's short-circuit, not a control structure.
Control Flow
if <cond>: <then-form> <else-form>— always needs both forms.ifis the default for two-branch conditionals. Reach forcondonly when there are 3+ branches — see Common Mistakes.Use
whenfor one-armed conditional (no else);when-notis the inverted form (when-not X≡when X.!). See Common Mistakes for when to choosewhen/when-notoverif/cond.when+ expr:— likewhen, but binds_to the truey value ofexprinside the body. Use it to test-and-capture in one step:when+ schema.'$ref': say: "-type: $(ref-sym(_))".when(value)— receiver acts as the test; returnsvalueif truey, else nil. Replaces the.if(value nil)pattern:only-ref?(s).when(ref-sym(s.'$ref'))notonly-ref?(s).if(ref-sym(s.'$ref') nil)condreturns nil when no clause matches — drop trailingelse: nilcaserequires an explicitelse:default arm. Unlikecond(returns nil),casethrowsNo matching clause: <value>if no arm matches. A bare trailing form is parsed as anotherkey: actionpair, not a default —else:is required.ifaccepts three shapes:- form / form — two consecutive pairs, no keywords:
if cond: \n say: yes \n say: no - block / block — both
then:andelse:required; usingthen:forceselse: - form / block — bare then-form followed by an
else:block. Do NOT usedo:for the else block —else:is the idiomatic keyword (see Common Mistakes).
- form / form — two consecutive pairs, no keywords:
When both branches are simple, prefer the tersest fit:
- Single-line pair:
if cond: a bwhen both forms parse as a single plain scalar — e.g. bare symbols, function calls, ranges:if v == v2: v recur(v2),if x:odd?: print('o') print('e'). - Single-line with
+escape: when the first form starts with a YAML syntax char (',",[,{, etc.), add+to the front:if x:odd?: +'odd' 'even',if found: +match 'none'. - Chain form:
cond.if(a b)when the condition reads well as a receiver and you're not already in a mapping-pair context:x:odd?.if('odd' 'even'). - Two-pair form (newlines): when either branch is too long to
inline, fall back to
if cond: \n a-form \n b-form.
- Single-line pair:
Consider reversing the condition to avoid
then:— complex branch first (no keyword), simple branch aselse:— often cleanerelsenot:elseincondeachoverdoseqfor side-effecting iterationdotimes [_ n]:— repeat n times ignoring the index; clearer thaneach [_ (1 .. n)]:when you don't need the iteration valueloop i 1, acc 0:— loop with named bindings (no surrounding brackets). The bracket-free form is the canonical style for binding-list forms in YS — never write the bracketed Clojure form when you can avoid it. Reliably strippable:binding,if-let,if-lets,if-some,let,loop,when-first,when-let,when-lets,when-some,with-open. For these,KW [a b c d]:is always wrong — writeKW a b, c d:(comma-separated pairs) orKW a b c d:(no commas) instead. Userecurfor tail recursion back to the loop head.Iteration keywords (
each,for,doseq,dotimes) also take the bracket-free binding form. A name-value binding list drops its brackets regardless of the value — even a parenthesized range or a vector literal:each [y (0 .. h)]:→each y (0 .. h):for [i (0 .. n), j (i .. n)]:→for i (0 .. n), j (i .. n):each [c [true false]]:→each c [true false]:
Two cases keep their brackets:
- Ignore-var binding whose variable is
_:dotimes [_ n]:,each [_ (1 .. n)]:. The_form must stay bracketed. - Destructure shortcut where a pattern binds each element of one
collection:
each [a b] coll:,each [k v] m:. Here[a b]is a destructure pattern (followed by the collection), not a binding list, so the brackets stay.
The
iter-bracketslint rule flags only the first case — a bracketed binding that starts with a real (letter-leading) variable name and ends the binding (...]:). It leaves_-var and destructure forms alone.recur— tail-call back to enclosingloopordefn; multi-arg form:recur: arg1 arg2orrecur arg1: arg2forbody can be bare scalar —=>:not needed
Chaining vs Variables vs Block Form
Prefer block form — it often adds clarity that chaining hides. Do not default to chaining just because it is possible. Chaining is fine for short, obvious pipelines; block form is better for anything non-trivial, especially iteration and nested logic.
Avoid over-chaining. A long dot chain on one line is hard to read. Aim to keep chained lines short — 20-60 columns is the natural "square" range. Never exceed 79 columns (see Formatting in Key Rules).
Options when a chain gets long:
- Use block form — nest the argument as an indented block
- Assign intermediate results to named variables
- Split before
.call(onto continuation lines (but not before:call) - A YAML plain scalar can be folded onto multiple lines at any
whitespace — the value is still a single expression. For readability,
put a binary operator like
||or&&at the end of the first line and indent the continuation:
This is a stylistic choice, not a syntactic rule.user =: ENV.RC_USER || die('set RC_USER (botpassword username)')
Example — chained vs block form for iterating with a nested function:
# Chained — terse but opaque
say: fn([x] sum(digits(x))).iterate(n).drop-while(\(_ >= 10)):first
# Block form — each step is named, reads top-to-bottom
defn main(n=493): !say
first:
drop-while ge(10):
iterate _ n:
fn(x):
sum: digits(x)
# Middle ground — intermediate variable + short chain
words =: text:lc.split(/\s+/)
pairs =: words:frequencies.sort-by(val):reverse
Operators & Chaining
Binary operators require whitespace on both sides —
1 .. 5not1..5;a + bnota+b;a * bnota*b. This applies to all binary operators:..+-*///||&&=~!~%%%**etc. Omitting whitespace may sometimes work but is not idiomatic and may break in future versions. Exception:.(dot chain) does not need whitespace.Do NOT mix different operators without parentheses:
a * b * c— OK (same operator)a * b + c— NOT OK(a * b) + c— OK
A chain of the same comparison operator means variadic — not nested:
a >= b >= cis(>= a b c), meaninga ≥ b AND b ≥ c, not(a >= b) >= c. Same for==,<,<=,>,!=.Do not parenthesize a binary expression that stands alone as one side of a key/value pair. The pair itself delimits the expression, so wrapping parens are pure noise:
(r > 180): r - 360→r > 180: r - 360x =: (a * b * c)→x =: a * b * ccs =~ /[0-9]/: I(cs)(already correct — no parens needed)
This applies to both sides of the pair. Parens are still needed when the expression is not standalone — e.g. when it feeds a chain like
(d < 10).if(...)or groups mixed operators like(dir == 'w') && (row > 0):.The same rule applies to the test position of every conditional / loop control form:
if,if-not,when,when-not,while. Each takes its test as a standalone pair-key expression, so the parens are noise:if (x > 0):→if x > 0:when (xs.empty?):→when xs.empty?:while (running):→while running:
This is the analog of the bracket-free binding-list form for binding-bearing keywords — same idea, but for the keywords that take a single test expression instead of a binding list.
..for inclusive ranges, notrangerng(x y)— use only for char ranges:rng(\\a \\z). For integer ranges, always use..:1 .. 5(forward) or5 .. 1(reverse).\\ais a Clojure char literal (backslash doubled in YAML block scalars);C('a')also works but is verbose.%=rem(remainder);%%=mod— prefer%; they differ only for negative numbers//=quot(integer division, truncated toward zero) — prefer the operator over the call/method forms:a // boverquot(a b)ora.quot(b)- Works the same as Python's
//for non-negative operands; for negatives it truncates toward zero (Python floors). Use this for division-by-base extraction (n // 10), midpoint computation ((lo + hi) // 2), etc.
.!for falsey check (falsey?) — YS truth: 0 and empty collections are also falsey.x.!combines nil-check and empty-check in one — use it instead of separatenil?+empty?guards. For "is this number zero" prefer:zero?/zero?(...)— see Common Mistakes.Dot chaining for calls with args:
s.replace(/x/ ''),s1.anagram?(s2)Colon chaining for zero-arg calls:
s:lc:frequencies:reverseobj.name(dot without parens) is a property/key lookup — NOT a function call. Use:nameto call a zero-arg function by name. Example:.first→ key lookup (nil);:first→(first obj)(correct)obj.'key'— quoted property lookup for keys that aren't valid bare identifiers (start with$, contain-, etc.):schema.'$ref',schema.'$defs'notschema.get('$ref')obj.$var— dynamic property/index lookup; the runtime value of$varis used as the key. Works on maps (m.$key) and vectors (v.$i). Useful when the key/index is computed:key =: "${typ}token" data: .query.tokens.$key # map lookup word =: words.$idx # vector indexOnly takes a bare variable — for computed indices use
.nth(expr):v.$(i - 1)does not work; writev.nth(i - 1)instead. Inside a dot chain that starts the value, split withdata: .query.tokens.$keyrather than=>: data.query.tokens.$key.obj.N— literal-index lookup (the property name is the literal number). Works on vectors and strings:v.0,v.12,s.3. Use this for any constant index —v.nth(N)is verbose for literals. Inside\(...)lambdas,_.0,_.1,_.2, ... index the implicit arg.Choose the right index form:
- literal index →
v.N(e.g.v.0,emp.2) - bare variable →
v.$var(e.g.v.$i,units.$idx) - computed expression →
v.nth(expr)(e.g.v.nth(i.--),v.nth((row * 4) + c),v.nth(w - wt)) Never write.nth(N)or.nth(bareVar)— the dot/dollar forms are tighter.
- literal index →
Property lookup is nil-safe —
nil.fooreturnsnil(no NPE). A chain likedata.error.codeyieldsniliferroris missing, so you don't need to guard each step. Combine withwhenfor presence checks:when err.code == 'maxlag': ...works even whenerritself isnil.Special postfix operators are NOT property lookups — they compile to explicit function calls and work in string interpolation:
.++=inc+,.--=dec+,.#=count,.!=falsey?,.?=truey?,.$=last,.@=deref,.>=DBG,.??=boolean,.!!=not. Example:$(i.++)=inc+(i),$(xs.#)=count(xs)Postfix forms compile to the polymorphic
ys.std/<op>+variant (.++→inc+,.--→dec+, etc.). Prefer them for readability, and especially in argument positions:m.--.ack(1)chains cleanly, whereasack((m - 1) 1)needs paren-grouping som - 1doesn't read as two args. In a tight numeric loop where raw speed dominates, fall back to the colon-chain forms:inc/:decwhich callclojure.core/inc/clojure.core/decdirectly.Use
:sqrfor** 2and:cubefor** 3—x:sqrnotx ** 2,x:cubenotx ** 3. Works in any position:1.0 / _:sqr,n:cube + 1, etc.\(_ * 2)for inline lambdas — prefer overfn([x] x * 2)for single-expression bodies. Usefnonly when you need destructuring or multiple args that_can't express. Neverfn(x): body— invalid inline (:splits the expression)_placeholder when collection arg should come last in a chain, or to mark where a block value will be substitutedDWIM auto-placement: the following functions detect arg types at runtime and swap order when needed — chain from any arg naturally:
applychopconscontains?dropdrop-lastdrop-whileevery?escapefilterfiltervformatinterposekeepmapmapcatmapvnot-any?nthpartitionrandom-samplere-findre-matchesre-seqreduceremoverepeatreplacesomesortsort-bysplit-atsplit-withtaketake-lasttake-whileFor functions NOT in this list, put the collection as receiver or use_. For performance-critical code, use_to skip the check.map-indexed(f coll)— not DWIM; use_placeholder:coll.map-indexed(f _)orcoll.map-indexed(vector _)group-by(f coll)— group items by function resultpartition-by(f coll)— split when function result changesgrep(P C)— not in DWIM list but has own arg-swapping; P can be a regex (re-find), function (filter), or value (=); chain naturally:coll.grep(regex),coll.grep(fn?),coll.grep(val)qr("pat")— build a regex from a string (with interpolation):qr("[$chars]"). Use when/.../literals can't help (they don't interpolate). Preferqrover Clojure'sre-pattern.starts?(s prefix)/ends?(s suffix)— string prefix/suffix tests; dot form:s.starts?(prefix),s.ends?(suffix)ais YS's alias foridentity— returns its argument unchanged. Useful as a no-op transform (map a coll) or to satisfy a callback signature.For atoms, use the bangless aliases
swapandresetinstead of Clojure'sswap!andreset!.swap! buf: constantly(b2)becomesswap buf: constantly(b2);reset! a: 0becomesreset a: 0.Named operator functions — usable as first-class values or via dot syntax (e.g.
6.mul(7)):- Arithmetic:
addsubmuldiv - Comparison:
ltgtlegeeqne - Logical:
andor; YS truth variants:and?(&&&),or?(|||) — use YS falsey semantics (0/empty = false).(a ||| b)= useaif truey, elseb(likea || bin JS) - Regex:
s =~ /pat/for match,s !~ /pat/for no-match - For simple inline comparisons, use symbolic operators directly:
limit > 2notlimit.ge(2). Named forms (ge,lt, etc.) are primarily for creating predicate values to pass to higher-order functions likefilter,drop-while,take-while. - Called with 1 arg, comparison operators return predicates:
ge(n)→(fn [x] (>= x n)),lt(n)→x < n, etc. Useful withfilter,drop-while,take-while,remove
- Arithmetic:
f * g— left-to-right function composition; appliesffirst then passes result tog. Example:first * say= get first, then print it. In block form, combine consecutive single-word keys with*to avoid nesting:lc * say: valueinstead ofsay:\n lc: valuef + arg— whenfis a function,+partially applies it:map + uc1=(partial map uc1), a function that mapsuc1over a collection. Combine with*:(map + uc1) * joins * sayf(coll*)— splat spreads collection as variadic args:min(nums*).#— count/length operator, shorthand for:count:S— convert to string (alias forstr):V— convert to vector (alias forvec):V+— wrap as vector (alias forvector);x:V+≡[x]:I— parse string to integer (alias forparse-long):N— parse string to number, int or float (handles'42'and'2.1415')_.0,_.1— indexed access on implicit lambda arg_x.(f*)— shorthand forx.apply(f)x OP=: expr— augmented assignment, sugar forx =: x OP expr. Works for any binary operator:.=:(chain into receiver),+=:,*=:,||=:, etc. Example:nums .=: words().map(N)replacesnumswithnums.words().map(N).
Values & Data
For purely literal collections (no code inside), prefer the data-mode toggle
=::over+-escaped code-mode literals. YAML is good at data; let it do that work:a =:: [1, 2, 3]— flow seq, data mode (preferred for literals)a =: +[1 2 3]— code-mode vector literal (use when the collection mixes in computed values, e.g.+[0] + row)
+escape — needed when the first character of a value would otherwise be a YAML syntax character ([,{,",',|,>,!,&,*). It forces the entire value to parse as a single plain scalar; YS then strips the+and reads the rest as code.Two distinct reasons
+may be needed:- YAML-invalid without it.
key: 'a' 'b'— YAML sees'a'end and'b'dangle.key: +'a' 'b'makes the whole+'a' 'b'a plain scalar. - YAML-valid but YS-rejected.
key: [b c]— valid YAML (flow sequence value), but YAMLScript forbids flow collections and block sequences at code-mode value positions by design. Code mode only needs scalars and block mappings; flow forms are reserved for use as vector/map literals via+-escape. Sokey: +[b c]is the canonical form.
+is only needed at the START of a value. Once the value is a plain scalar expression, flow forms inside it are fine as arguments:foo([b c]),map(double [1 2 3]),assoc(m :k [1 2])all parse without+. The brackets are mid-expression, not at the value start.+works ONLY at the very start of a value plain scalar — anywhere else in an expression,+is addition/concatenation:+[1 2 3]— escape: vector literal+"hello" + "world"— escape on leading", then+is concat+[0] + row— escape on leading[, then+is concatsieve(xs) +[]— NOT an escape: meanssieve(xs) + [](vector addition, a no-op)- Whitespace after
+is fine — useful for multi-line expressions:foo =: + [a] + [b]
- YAML-invalid without it.
Keyword keys need
:prefix:+{:name "Alice", :age 30}Flow maps need commas:
{a: 1, b: 2}Set literals: write
\{a b c}, not Clojure's#{a b c}(the#starts a YAML comment). Use\{}for an empty set.hash-set(...)also works but is verbose:seen =: \{}— empty sets =: \{:a :b :c}— three-element set
Special float literals: write
\\Inf,\\-Inf, and\\NaNfor positive infinity, negative infinity, and NaN. The\\escape stands in for#(Clojure's##Infsyntax), which YAML would otherwise treat as a comment.Single-character casting functions in
ys.std:Fn Casts to Fn Casts to B Boolean M Map C Character N Number D Atom deref O Ordered map F Float S Set (not String) I Integer T Type-name string K Keyword V Vector L List L+,M+,O+,V+are variadic variants that build the collection from multiple args. Prefer single-letter cast forms over long Clojure names:I(sqrt(n))is idiomatic. For collection literals, prefer+[]/+{}over inlineV+(...)/M+(...)unless the constructor is clearer as the pair key (V+:/M+:).=:for assignment (replacesdef/let)x y =: 6 7for multiple assignment=>:only when no pair form works: bare identifiers, atoms, interpolated strings, data-collection literals (+[1 2 3],+{a: 1}). For compound expressions, restructure into a pair — fn-callf: args, chainx: .m(a), or opa +: b. See Common Mistakes. Exception: never use=>:as a directifbranch key; writethen:orelse:instead.? expr : value— YAML complex key syntax; lets a multi-line expression serve as the key of a mapping pair. Useful when a pipeline is too long to fit before the:of a block pair:? each row next-row .iterate([1]) .take(n) : say: row:joinsInside YeS expressions (inside parens),
[...]needs no+escape
Do Semantics
- Top-level,
defn,fnbodies have implicitdo— rarely needdo:explicitly - YS code blocks are ASTs not mappings — duplicate keys are valid
Eval
eval(s)/s:eval— parse a string as YS source and run it, returning the value of the final expression. Useful when user input must execute as code: in a 24-game task, the player's expression'(8 - 2) * (7 - 3)':evalreturns24. The string is unrestricted YS, not a sandboxed arithmetic subset, so use it only on trusted input.
I/O, System & Namespaces
read(path)/path:read— read file contents;write(path content)— write content to filesay/print/out/warn/err— write to stdout/stderr.sayadds a newline; the others do not.warnanderrgo to stderr; the rest go to stdout.printandoutare synonyms (both areclojure.core/printwith auto-flush); preferprintwhen it stands alone,outwhen chaining or pairing witherr.- To print just a blank line, write bare
say:— notsay: ''. A valuelesssay:emits the newline on its own. die(msg)— print error message to stderr and exitread-line()— read a line from stdinIN— stdin handle forread:read: INinstead ofslurp: System/intrim(s)— strip leading/trailing whitespacesleep(n)/sleep: n— pause fornseconds. Use the builtin rather than shelling out viabash-out: "sleep $n".bash-out(cmd)/cmd:bash-out— run a shell command and return stdout as a string. Pair with a|block scalar for multi-line scripts; bash continues naturally across newlines after&&,||, or|, so no trailing\is needed:
When the command is used only once, pass the heredoc directly:cmd =: | cd work && git rm -fq -- '$rel' && git commit -q -m 'Push $rel' -- '$rel' bash-out: cmdbash-out: |followed by the indented script.- Filesystem operations live in the
fs/namespace. When a program needs to do anything with the filesystem (test, read metadata, copy, move, remove, etc.), consult https://yamlscript.org/doc/ys-fs/ for the full inventory. Common entries:- predicates:
fs/e(exists?),fs/f(file?),fs/d(dir?),fs/l(link?),fs/r/fs/w/fs/x(perms),fs/z(empty?) - getters:
fs/abs,fs/basename,fs/dirname,fs/cwd,fs/ls,fs/glob,fs/which,fs/mtime - mutators:
fs/cp,fs/mv,fs/rm,fs/rm-r,fs/mkdir-p,fs/touchPredicates and getters also havefs-aliases interned intoys::std(e.g.fs-e,fs-d) because those came first, before thefs/library existed. Mutators arefs/-only. Prefer thefs/form for new code; both work for predicates.
- predicates:
- Namespace-qualified calls:
json/load(s),json/dump(data),http/get(url),http/post(url opts)— call with/separator
Anti-Patterns
- Do NOT use
=>:for compound expressions — restructure into a pair:=>: a.b.c→a: .b.c;=>: f(a b)→f: a b;=>: a == b→a ==: b. For aconddefault arm useelse:, not=>:. - Do NOT use
=>:as a direct child of anif. Writethen:orelse:so the branch role is explicit:if done?: \n then: result, notif done?: \n =>: result. - Do NOT write
x + 1orx - 1— use.++and.--:i.++noti + 1,(3 * v).++not((3 * v) + 1),n.--notn - 1. Works in chains, args, interpolation, anywhere. - Do NOT write
x ** 2orx ** 3— use:sqrand:cube:_:sqrnot_ ** 2,n:cubenotn ** 3 - Do NOT use
do:for the else branch ofif— useelse: - Do NOT use
condfor two-branch conditionals —condis for 3+ branches. One predicate +else:is alwaysif:cond: p: a / else: b→if p: \n then: a \n else: b. Scan everycond:and count non-else:clauses; if it's one, rewrite asif. - Do NOT write lines longer than 79 columns. Use block form,
intermediate variables, plain scalar folding, or double-quoted
\continuation to split (see Formatting in Key Rules). - Do NOT add
:int/:Ncoercion to numeric CLI args inmain. YS auto-converts numeric-looking CLI args; coercion is dead code. - Do NOT use
str()for string building — use interpolation or+ - Do NOT use
(func arg)Lisp style — usefunc(arg)or pair form - Do NOT use
rangeorrngwhen..works — write1 .. 5not1..5 - Do NOT use
println— usesay - Do NOT use
:else— useelse - Do NOT use
:name(args)— colon chain is zero-arg only. If you need to pass args, use the dot form.name(args). Writingxs:join(", ")fails to compile with a confusing error likeCompile error: nth not supported on this type: PersistentArrayMap. Writexs.join(", ")instead. Zero-argxs:join(no parens) is fine. - Do NOT use
fn(x): bodyinline — invalid YAML (:splits the expression) - Do NOT use
fn([x] ...)when\(...)with_suffices — prefer the shorthand for single-expression lambdas - Do NOT start a value with
[,{,",',|,>,!,&,*without a+prefix. Either YAML rejects it, or YAML accepts it but YS rejects flow collections / block sequences at code-mode value positions (by design — see Values & Data). Use+[...]/+{...}for code-mode literals. Note: this only applies at the START of a value —foo([b c])is fine because the[is mid-expression. - Do NOT use inline
V+(...)/M+(...)when a+[...]/+{...}literal is equally clear. ReserveV+:/M+:for pair-key and block-form construction. - Do NOT add defensive
:V. First remove it and run the program; keep it only when vector behavior is needed or semantics change. - Do NOT use
+mid-expression to "escape" —+is only an escape at the start of a value plain scalar; elsewhere it means addition.sieve(xs) +[]is vector addition (a no-op), not an escaped[] - Do NOT use
!yamlscript/v0— use!ys-0 - Do NOT use named comparison operators (
ge,lt, etc.) for simple inline comparisons — writelimit > 2notlimit.ge(2). Reserve named forms for use as predicates passed to higher-order functions (filter ge(10),drop-while lt(0), etc.) - Do NOT guess without testing — run
$YS -peor$YS -c -first - Do NOT define helpers before
main—mainmust always be first; define helpers below in call order (top-down style) - Do NOT use
+{...}to build maps passed to functions — usefn::data mode when the map is static or mostly static - Do NOT use
str()for multi-line text — use:: |block scalar with$varinterpolation - Do NOT use
slurp/spit— useread/write - Do NOT use
.get(...)for index/key access — use property lookup:.keyfor a simple string/symbol key (schema.tokens).'key'for a non-bare-identifier key (schema.'$ref').Nfor a literal numeric index (v.0,emp.2).$varwhen the index/key is a variable holding the value at runtime (v.$inotv.get(i))
- Do NOT write
.nth(N)or.nth(bareVar)— usev.Nfor literal indices andv.$varfor bare-variable indices. Reserve.nth(...)for computed expressions (v.nth(i.--),v.nth((r * 4) + c)). - Do NOT write
.if(value nil)— use.when(value)instead, which returnsvalueif the receiver is truey and nil otherwise - Do NOT end a
condwithelse: nil—condreturns nil by default when no clause matches - Do NOT use
apply: str repeat(n ' ')for string repetition — usen * ' ' - Do NOT wrap interpolated values in
str()—"$v"and"$(expr)"auto-stringify any value - Do NOT use
#to annotate steps inside a multi-line dot-chain — it terminates the YAML scalar. Use\"..."instead.
Reference
Key docs in the YAMLScript repo:
doc/clj-to-ys.md— Clojure to YS conversion tutorialdoc/cheat.md— Quick syntax referencedoc/yes.md— YeS expressionsdoc/chain.md— Dot chainingdoc/operators.md— Operators
Session logs with confirmed examples: skill/sessions/