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cf

Guide for using the cf (Common Fabric) CLI to interact with pieces,

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npx skillscat add commontoolsinc/labs/cf

Install via the SkillsCat registry.

SKILL.md

CF CLI

The cf CLI is the command-line interface for Common Fabric. Use --help for
current commands:

deno task cf --help           # Top-level commands
deno task cf piece --help     # Piece operations
deno task cf check --help     # Type checking

Invocation Paths

Three ways to run the CLI, in order of preference. All run from source, so they
always match the working tree:

  1. cf (via bin/cf) — a plain cf backed by source, put on PATH once per
    machine by deno task install-cf; the copy serves every checkout. On a
    machine that never ran it — an agent's shell, often — route 2 needs nothing
    on PATH. Works from any cwd, and shell completion requires a cf on PATH. It
    runs whichever checkout you are standing in (nearest one walking up, or a
    host's vendor/labs), not the one it was installed from — set CF_LABS_ROOT
    to override when your cwd cannot say what you mean, and run cf which to see
    which CLI would run and why. See "Which checkout runs" in
    packages/cli/README.md.

  2. deno task cf ... — works from any directory inside the repo (the
    launcher resolves the repo root itself and runs the CLI from your invoking
    cwd). Deno prints a one-line Task cf ... echo to stderr; silence it with
    deno -q task cf .... stdout stays clean, so redirection is safe.

  3. deno run -q -A packages/cli/mod.ts ... — repo-root-relative; only works
    with the repo root as cwd. The -q suppresses Deno's own warnings (e.g. the
    npm "Ignored build scripts" banner).

Do not put dist/cf on your PATH. deno task build-binaries cf still
produces it, and CI uses it (a CI run never edits the source it was built from),
but there is no invalidation story for a working tree you are actively editing:
nothing compares the binary against its sources, so it silently serves stale
behavior after a git pull or a local edit. See "Why not dist/cf" in
packages/cli/README.md, and the "FUSE mount wrapper mismatch" entry below for
what this looks like when it bites.

Output Conventions (scripts & agents)

  • stdout carries command output only; hints, tips and diagnostics go to stderr.
    cf cell get prints JSON, with no ANSI to strip, and represents an absent
    value as null.
  • ANSI colors are emitted only when stdout is a TTY. Force off with --no-color
    or NO_COLOR=1; force on (e.g. through a pager) with FORCE_COLOR=1.
    (cf view keeps its own --color flag.)
  • -q/--quiet (on piece/wish subcommands) suppresses hints and next-step
    blocks on stderr. To also drop runtime warnings, add --log-level error (-q
    deliberately leaves the log floor alone — scripts parse those warnings).
  • cf piece call payloads: inline JSON argument, - to read stdin
    (echo '{...}' | cf piece call ... handler -), a bare pipe with no payload
    argument, or schema-derived flags in the callable's section — directly after
    the verb, before any --. Empty stdin fails loudly.
  • A cf cell get path that doesn't resolve is a data error: one-line message on
    stderr, exit 1 (no usage screen). A piece link that fails validation
    (missing source/target piece or path) reports the same way. So does a
    cf cell get path that lands on a handler verb: reading a stream refuses —
    read data, call verbs. A root verb's refusal points at cf piece call (its
    literal spelling); a nested verb is not directly callable, so it points at
    reading the parent object or cf piece verbs. The verb's parent object still
    reads, and tool bindings read as data.

Environment Setup

Identity key (required for most operations):

ls -la cf.key                  # Check for existing

# Never overwrite an existing key file — existing identity-scoped data
# becomes invisible under a new identity.

# Default: a fresh, UNIQUE key. Use this for normal pattern dev and for any
# server (local, shared, or remote).
deno run -A packages/cli/mod.ts id new > cf.key

# To match a browser identity registered with a recovery phrase:
deno run -A packages/cli/mod.ts id from-mnemonic -- phrase.txt > cf.key

# To reproduce a key from your OWN secret passphrase (unique to you; pass via
# file or stdin to keep it out of shell history):
deno run -A packages/cli/mod.ts id derive -- passphrase.txt > cf.key

Both id derive and id from-mnemonic accept the secret three ways: as a file
(-- <file>), on stdin (-, or no argument), or as an inline positional
argument. Prefer a file or stdin for real secrets — an inline argument is
visible in shell history and to other processes via ps. A single trailing
newline is stripped from file/stdin input, so echo/editor input matches the
equivalent inline value.

Note: id derive (passphrase) and id from-mnemonic (BIP-39 phrase) use
different derivations and produce different DIDs from the same text. Use
from-mnemonic to match browser mnemonic login; see
docs/features/shared-identity.md.

Redirecting stdout (as above) is safe through any invocation path: the
deno task echo and all Deno/CLI diagnostics go to stderr, so
deno task cf id new > cf.key produces a clean key file.

Environment variables (avoid repeating flags):

export CF_API_URL=http://localhost:8000  # local dev default; only target a remote instance when the task explicitly requires it — remote set/rm/setsrc mutate shared state
export CF_IDENTITY=./cf.key

Identity visibility footgun: If CLI and browser use different DIDs, the same
piece should still load and unscoped/PerSpace data should remain visible, but
PerUser, PerSession, favorites, drafts, and home-space state may look empty
or default. For identity-sensitive local work, use one key everywhere — generate
it with id new and import the CLI PKCS8/PEM key in the browser via
Import CLI Key. See docs/features/shared-identity.md.

Experimental flags must be set as env vars on both servers AND CLI commands.
See docs/development/EXPERIMENTAL_OPTIONS.md for available flags.

Local servers: See docs/development/LOCAL_DEV_SERVERS.md

Naming a target

Every read and every call names a target, and the spelling decides whether the
answer composes into the next command.

  • /[@<space>/]<piece>[@<scope>][/<path>] — the reference, the one syntax the
    whole fabric shares. <space> is a name or a DID and <piece> is a slug or a
    handle, so /@my-space/tracker/items and /@did:key:.../of:fid1:.../items
    are the same shape. A space embedded in it supplies --space when the flag is
    absent, and must agree with it when both are given. An address printed by
    one command is accepted by the next with no flag beside it.
  • On cf cell get, cf cell set and cf piece call, write the reference in
    the first positional — cf cell get /tracker items/0/title. A reference
    begins with / and a relative path never does, so the two cannot collide.
    This is the spelling to reach for.
  • --cell <reference|id|slug> takes the same target where a flag suits better,
    and is where the bare id and slug spellings go — there no path competes for
    the position. --piece is a deprecated name for that same flag: still
    accepted, no expiration date, and not what to write new commands against.
    Naming the target twice — the flag beside a positional reference — is refused.
  • --url <browser url> is a convenience for pasting. It is not a spelling of
    its own: the host becomes --api-url and the rest becomes a reference.
  • A target ending #argument selects the piece's arguments cell — the same
    selection --input makes, and it is accepted exactly where --input is:
    cf cell get, cf cell set, and cf cell get-label|set-label. A reference,
    a bare id and a slug all take it, since all three designate the same piece. A
    command that takes no --input refuses the suffix rather than ignoring it,
    cf piece call among them. A --url carries no fragment into the reference
    it decomposes to, whatever the URL names, so a #argument written on one is
    dropped rather than refused. A URL naming the piece admits no --cell or
    positional address beside it, so --input is what reaches the arguments cell
    there; a URL naming only the space leaves the target to arrive as it always
    does — a positional address, or --cell — carrying the suffix like any other.

Where the read options go

--select, --schema and --filter shape what a read returns, and every
command that returns data carries all three: cf cell get, cf wish,
cf piece call, cf exec. --select takes a field list, --schema a full
JSON Schema, and naming both on one line is refused rather than resolved.

They come after the thing they shape, on all four. Whether a marker stands in
between depends on whether a callable's own vocabulary does. cf cell get and
cf wish have none, so the flags follow the target directly. cf piece call
and cf exec have one — the verb, or the mounted file, opens the callable's
section — so -- closes that section and the read options follow it:

cf cell get  <addr> [path]           --select …
cf wish <target>                --select …
cf piece call <target> <verb> <input> -- --select …
cf exec <mountedFile> <input>   -- --select …

A projection written before the verb is refused, and so is one written
inside the callable's section; each refusal names the section the flag belongs
to and prints the corrected line. -- is refused on cf cell get,
cf cell set and cf wish: there is no section to close, and the words after
it would be set aside unread. --help past the marker still reaches the
callable and prints that verb's page.

Resolving a wish writes. cf wish commits a cell to the space as part of
resolving the query, so it is not a free read and not safe to issue
speculatively against a space you do not intend to touch.

Quick Command Reference

Operation Command
Type check deno task cf check pattern.tsx --no-run
Test pattern deno task cf test pattern.test.tsx
Deploy new deno task cf piece new pattern.tsx --test pattern.test.tsx --root . --repository REPO -i key -a url -s space
Attach a data file deno task cf piece new pattern.tsx --test pattern.test.tsx --datafile data/cities.json ...
Update existing deno task cf piece setsrc pattern.tsx --test pattern.test.tsx --root . --repository REPO --cell ID -i key -a url -s space
Inspect state deno task cf piece inspect --cell ID ...
Get field deno task cf cell get --cell ID fieldPath ...
Filter array deno task cf cell get --cell ID items --filter '.active == true' ...
Project fields deno task cf cell get --cell ID items --select id,title ...
Read an address deno task cf cell get --cell ID --select 'topic@,topic.title' ...
Read addresses deno task cf cell get --cell ID items --schema '{"type":"array","items":{"$link":true}}' ...
Step + get deno task cf cell get --cell ID fieldPath --step ...
Set field echo '{"data":...}' | deno task cf cell set --cell ID path ...
Call handler deno task cf piece call --cell ID handlerName ...
Shape a result deno task cf piece call --cell ID addTopic ... -- --select topic.title
List verbs deno task cf piece verbs --cell ID --json ... (--all adds wrapper/deprecated; hidden counts them)
Trigger recompute deno task cf piece step --cell ID ...
Mint a session export CF_INVOCATION_SESSION="$(deno task cf invocation-session new)" (once per run; ids deduplicate only within it)
Replayable call deno task cf piece call --cell ID --invocation my-id-1 handlerName ... (same pair retries settle on the original outcome)
Detached call deno task cf piece call --cell ID --no-wait --invocation my-id-1 handlerName ... (exits at commit with receipt address)
Collect a receipt deno task cf cell get --cell <receipt> ... (the envelope's receipt string, later, from any process)
List pieces deno task cf piece ls -i key -a url -s space (registry only — a handler-created piece appears only if sent to addPiece)
Describe a piece deno task cf piece describe --cell ID ... (name, purpose, state, inputs, verbs; --json, --all)
List slugs deno task cf piece slugs ...
Search piece data deno task cf piece search <query> ... (registered pieces only)
Visualize deno task cf piece map ...
Rehearse an update deno task cf space clone <did> --from <snapshot> --to <dir> (then verify / reset)

Check Command Flags

deno task cf check compiles and evaluates patterns. Key flags:

Flag Purpose
--no-run Type check only, don't execute
--no-check Execute without type checking
--json Compile without evaluating; print compiled JSON
--show-transformed Show the transformed TypeScript after compilation
--verbose-errors Show original TS errors alongside simplified hints
--pattern-json Print the evaluated pattern export as JSON
--output <path> Store compiled JS to a file
--main-export <name> Select non-default export (default: "default")

--json, --show-transformed, and --pattern-json are mutually exclusive.
Each mode waits for every input to succeed before it writes to stdout. Errors go
to stderr and leave stdout empty.

Common usage:

deno task cf check pattern.tsx              # Compile + execute (quiet on success)
deno task cf check pattern.tsx --no-run     # Type check only (fast)
deno task cf check pattern.tsx --no-check   # Skip types, just execute
deno task cf check pattern.tsx --json       # Structured compiled output
deno task cf check pattern.tsx --show-transformed  # Debug compiler transforms
deno task cf check pattern.tsx --verbose-errors     # Detailed error context

Core Workflow: setsrc vs new

Critical pattern: Run every authored test before deployment. After initial
deployment, use setsrc to iterate and repeat the complete set of attached test
entries:

# Before every deployment
deno task cf test pattern.test.tsx

# First time only
deno task cf piece new pattern.tsx --test pattern.test.tsx ...
# Output: Created piece bafyreia... <- Save this ID!

# ALL subsequent iterations
deno task cf piece setsrc pattern.tsx --test pattern.test.tsx --cell bafyreia... ...

Why: new creates duplicate pieces. setsrc updates in-place. --test
packages and type-checks a test entry but does not run it. Repeat the flag for
every authored test entry. Each setsrc describes a complete new source
revision, so omitting the flags drops those test roots from that revision.

A file that is not code — a fixture, a lookup table, a list of names — ships and
is recovered with the source. Its bytes are stored verbatim: never parsed,
type-checked, compiled, or importable, and the pattern reads one with
dataFile("./data/cities.json") from commonfabric. That call is the
declaration, and its path resolves against the module that reads it, the way an
import specifier does. Store the file where the call points and new, setsrc,
check, test, and dev all attach it, the way they already follow what the
source imports. A name with no file behind it fails the build and says which
module read it.

--datafile <path> attaches a file the source cannot name: one read by a
computed path, or one that ships with a program that does not read it. It adds
to what the source declares rather than replacing it. A data file must be UTF-8
text and sit inside the deployment root, which the CLI infers to cover the main
entry, every test entry, and every data file unless --root says otherwise.
Like --test, the flag is repeatable and defines part of the revision, so
repeat the complete set on every setsrc. Changing a data file alone still
produces a new source revision.

setsrc normally rejects incompatible argument/result schema changes and
retained links whose durable contracts no longer fit. For an intentional
breaking migration, --dangerously-allow-incompatible-schema bypasses those
compatibility proofs. new accepts the same flag for deploy-script symmetry,
though a fresh piece has no predecessor schema to compare.

Source-file writes through cf fuse mount hit the same update gate. Mount with
--dangerously-allow-incompatible-schema when those writes are part of the same
intentional breaking migration.

Source location metadata

The local-source deployment commands piece new, piece setsrc, and custom
space set-home accept repeatable --test flags as well as --root and
--repository. Attach every authored pattern test. Use the repository checkout
root for --root; this preserves source.entry as a path inside the
repository. --repository is stored exactly as supplied in source.repository
and is never inferred from Git configuration. On setsrc, omitting
--repository preserves the existing value; supplying it replaces the value.
Test flags are different: every source update must repeat the complete list.
piece inspect --json and piece ls --json expose the resulting structured
source locator.

JSON Input Format

All values to set and call must be valid JSON:

# Strings need nested quotes
echo '"hello world"' | deno task cf cell set ... title

# Numbers are bare
echo '42' | deno task cf cell set ... count

# Objects
echo '{"name": "John"}' | deno task cf cell set ... user

cf cell get and wish always print JSON. Both accept a redundant --json so
callers can request the format explicitly.

cf cell get --filter accepts a jq-inspired predicate over array items: paths,
JSON literals, comparisons, and/or/not, and parentheses. Only false and
null are falsey; stored undefined is treated like a missing value and is
also falsey. Non-array inputs are rejected. Two flags project the output:
--select takes a comma-separated field list, and --schema takes an inline
JSON Schema or @schema.json — and still accepts the same field list. Naming
both on one command is refused. A field list applies per item for arrays, while
a JSON Schema describes the whole output. In a JSON Schema, properties
projects an object and items projects an array at every level of nesting, with
or without a matching type. In an array-item projection, a typed scalar leaf
that does not match stored data is omitted rather than reported as an error;
prefer true leaves unless type filtering is intentional. Concise dotted paths
follow declared source schemas through nested arrays: comments.body selects
body from every comment and drops its siblings. Source-declared nullable items
and properties remain null. If a present source cannot materialize the
transform, the command exits nonzero with an explicit "not JSON null" error; an
absent optional source retains the ordinary successful null response. If the
source schema does not identify a nested container, concise projection still
applies its field mask across encountered arrays to prevent sibling disclosure;
use an explicit schema for a fixed output contract. A filter and a projection
compose as filter-then-project. Both run through runtime filter/map/lift nodes,
which construct projected values from source-schema-selected reads. A declared
root shape and structurally selectable properties make the initial read the
union of predicate and projection paths, so omitted linked subgraphs are not
hydrated; ambiguous compositions can retain a wider selector. A schemaless
source probes its stored root without following children; a stored object or
array establishes the shape directly. Root links, instances, and root-union
schemas need materialization to establish that shape. CFC behavior is the same
as a computed pattern expression. Source schema metadata is authoritative;
projection schemas cannot supply ifc, asCell, scope, or default. A
projection marks a position to get that position's address — one string in the
canonical reference syntax /[@did/]<id>[@scope][/path], where the space rides
in front only when it differs from the space the command targeted and the scope
follows the id only when it is not the default, no schema inlined — instead of
what is behind it, or beside a projection to get both. A JSON --schema marks
with "$link": true; a field list marks with a trailing @, so
--select 'topic@,topic.title' returns one topic carrying its address and its
title. A path that is only @ marks the position the read is already at, so
--select '@' returns the source's own address and --select '@,title' returns
it beside the title. @ is otherwise special only at the end of a segment and
\@ writes a literal one, which keeps a field named user@home reachable; a
leading @ followed by anything else is the @file only --schema reads. A
field list applies to each element wherever it crosses an array, an address
included, so --select 'notes@' returns one address per note and is the concise
spelling of --schema '{"type":"array","items":{"$link":true}}'; a marked
position holding anything else returns its own address. That address is the
deepest stored link crossed on the way to the marked position plus the segments
below it, so marking a field under a linked element names that element's own
document rather than a slot in the collection above it; a position with no link
above it keeps the source document's own address. A marked position is never
fetched, so a marked collection costs one document read rather than one per
element; the rendered address is what --cell accepts, scheme included, so an
emitted address composes into the next command unchanged, without being
reassembled. Neither spelling composes with --filter. See
packages/cli/README.md for the exact syntax and supported schema subset.

A field list is held to the source's own vocabulary, and a position states that
vocabulary by carrying a properties map: one declaring no fields
(properties: {}) refuses every name, while a position with no map at all
declares nothing and refuses none. A path the schema proves nothing can appear
at — a field the position neither declares nor admits, a field named below a
scalar, a field named below a verb — is refused before the read, naming the
position, what it declares, and, where one is close enough, the declared name
the path is a typo of. A field that is merely absent still returns nothing at
exit 0, so a {} from a field list reads as "nothing here" rather than "you may
have mistyped". Where the source schema settles nothing — an open
additionalProperties, a patternProperties map that names a pattern, a
disjunction, an untyped position, a position that only may hold an array, a
tuple-shaped array, a reference site declaring fields of its own, a name several
allOf members declare — no refusal is available. An unresolvable reference is
passed over too, and the read reports the reference itself. A JSON --schema
states a shape of its own rather than naming the source's fields, and is not
held to that vocabulary.

cf piece call takes the same three flags, past the -- that closes the
callable's section, with the same grammar, the same --select/--schema
conflict, and the same error messages. They shape the result of the call — a
handler's result inside the Invocation JSON, or a tool's JSON on stdout:

deno task cf piece call --cell ID addTopic '{"title":"Ship it"}' -- --select topic.title

A selection can narrow a handler receipt's linked fetches: a schemaless receipt
holding a stored object or array is selected before its children are loaded.
Root links, instances, scalars, explicitly schema-constrained receipts, and tool
results are materialized before selection. A value-less verb therefore still
reports no result at all rather than {} — but a selection that keeps nothing
from a result that does exist is refused, so the two stay distinguishable. A
shaped call also waits on the CLI runtime's global idle, not just its own
handling's commit, so on a piece with heavy derived state prefer calling plain
(or --no-wait) and shaping the collect:
cf cell get --cell <receipt id> --select …. --no-wait refuses all three
flags, since it skips the receipt readback they are answered from.
--show-links composes with a projection — links are collected after the
selection, so each address names a position in the value you were handed — but
not with --filter, which moves the positions a link names.

wish and exec take the same three flags too, so all four arrivals shape
their output the one way. wish writes them beside its target and shapes the
cell the query resolved to; a query that matched nothing stays an ordinary empty
result rather than becoming an error. exec writes them past the marker that
closes the section the mounted file opened
, since everything between the two
belongs to the callable's own schema-derived interface — which also means a
callable run through its own shebang cannot carry them. exec settles a handler
under an invocation of its own and prints the same Invocation JSON
cf piece call does; a tool's result stays on stdout with its result cell's
address on stderr, written as an address argument --cell takes unchanged.

deno task cf wish '#profile' -i ./claude.key --select name,avatar
deno task cf exec /tmp/cf/…/result/search.tool --query milk -- --select id,title

For cf piece call, options before the callable name configure cf piece call.
Arguments after the callable name configure the invoked handler or tool, until
-- closes that section. The JSON forms match cf exec:

# Complete input as an inline JSON value
deno task cf piece call --cell ID search --json '{"query":"milk"}'

# Complete input from stdin
printf '%s' '{"query":"milk"}' |
  deno task cf piece call --cell ID search --json

# Machine-readable callable schema
deno task cf piece call --cell ID search --help --json

# Schema-derived input flags, in the section the callable name opened
deno task cf piece call --cell ID search --query milk

A single positional JSON value after the callable is also accepted. Use
--json-file <path>, in the same section, to read JSON from a file. Handler
confirmations move to stderr when JSON input is selected, so stdout remains
available for JSON tool results. Errors always go to stderr.

Gotcha: Always step After set or call

Neither cf cell set nor cf piece call triggers recomputation automatically.
You must run piece step after either one to get fresh computed values.
When the value is session-scoped, use cf cell get --step so recomputation and
the read happen in the same CLI session; a separate piece step process cannot
carry session-local materialization into the following cf cell get process.

# After setting data:
echo '[...]' | deno task cf cell set --cell ID expenses ...
deno task cf piece step --cell ID ...  # Required!
deno task cf cell get --cell ID totalSpent ...

# Equivalent one-session read (required for session-scoped computed output):
deno task cf cell get --cell ID totalSpent --step ...

A path-less cf cell get (whole result) degrades outputs it cannot reach —
values living in another session's/user's scope are simply absent from the
returned object rather than voiding the whole read. Use --step when you need
those members materialized in your own session.

# After calling a handler:
deno task cf piece call --cell ID addItem '{"title": "Test"}'
deno task cf piece step --cell ID ...  # Required!
deno task cf piece inspect --cell ID ...

piece inspect prints a --- Cached Result Fields --- section naming every
result field whose resolution crosses a computed cell, with each computed cell's
last-derived commit. The commit the argument document stands at is printed
beside the field. A computed cell which links on to live state is still named:
the cached choice of link can be stale. Commit numbers from different spaces do
not order, and the output identifies that case instead of comparing them. Result
fields the section does not name resolve entirely through live state. --json
carries the same information as cachedResultFields, sourceCommit, and
sourceSpace.

Handler testing workflow (automated test → deploy → call → step → inspect):

# 1. Run the authored automated test
deno task cf test pattern.test.tsx
# 2. Deploy with the test attached
deno task cf piece new pattern.tsx --test pattern.test.tsx -i key -a url -s space
# 3. Call a handler
deno task cf piece call --cell ID handlerName '{"arg": "value"}' ...
# 4. Step to process
deno task cf piece step --cell ID ...
# 5. Inspect result
deno task cf piece inspect --cell ID ...
# 6. Repeat 3-5 for each handler

See docs/common/workflows/handlers-cli-testing.md for the full workflow and
docs/development/debugging/cli-debugging.md for debugging.

Troubleshooting

Issue Fix
Commands hang Check Tailnet connection for *.ts.net URLs
Permission denied chmod 600 cf.key
JSON parse error Check nested quotes, no trailing commas
Local servers not responding ./scripts/check-local-dev.sh then ./scripts/restart-local-dev.sh --force

FUSE mount wrapper mismatch

On some local setups, the installed cf wrapper (for example dist/cf) can lag
behind the source CLI and reject newer fuse mount flags such as -s/--space,
even when deno task cf fuse mount --help supports them.

Symptom:

cf fuse mount /tmp/cf -s my-space
# error: Unknown option "-s"

Fix: rebuild the binary (deno task build-binaries --cli-only), or use the
source CLI through the repo task wrapper (works from any directory inside the
repo):

export CF_IDENTITY=./cf.key
export CF_API_URL=http://localhost:8000

deno task cf fuse mount /tmp/cf -s my-space

This matters because preconnecting the space is required for writable FUSE
mounts; auto-discovered spaces may appear writable but silently drop writes.

References

  • docs/common/verbs/agents-over-the-cli.md - Reaching a piece with no id in
    hand: what bounds each discovery surface, and what an empty answer does not
    prove
  • packages/cli/README.md - Piece references: the two reference forms, what
    each carries, and where a canonical address may be written
  • docs/common/verbs/over-the-cli.md - The verb walkthrough: invocation ids and
    sessions, receipts, retries, and shaped reads, each step runnable
  • packages/patterns/system/default-app.tsx - System pieces (pieceRegistry
    lives here)
  • docs/common/workflows/handlers-cli-testing.md - Handler testing
  • docs/development/debugging/cli-debugging.md - CLI debugging