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Skill2 starsChanged 24 days agoMITView on GitHub
How a session learns to use this daemon, and why none of it depends on the Swift app. Written for the cutover: the design is §5 of the W8 route report, and the decisions it rests on are design-decisions.md D16, D23 ③ and D36, with U5 as the user's call. Every assistant session on this machine loads a skill called clawdline. Until now that skill was a symbolic link into the Swift app's checkout, and the stub it pointed at…
165 other projects use a version of this.
Adopted by
Most recently taken up by
- Adelie-Squad/solosquadtheir own version, first seen Nov 8, 2026
- hhtower/price-comparisontheir own version, first seen Nov 8, 2026
- vladtrc/iw4Ltheir own version, first seen Nov 8, 2026
- igorkasyanchuk/diffnotestheir own version, first seen Nov 8, 2026
- tiankonglan/TomeWikitheir own version, first seen Nov 8, 2026
- Canonry/aeo-audittheir own version, first seen Nov 8, 2026
Used with
Projects with it also use import-memory, perf and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
amirbironSkillimport-memory
Import a memory export from another AI assistant into Claude's memory — conversationally, additively, and with the content treated as data.
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MicrosoftSkillperf
Speed and memory performance rules for Rust crates, the Node addon, webui-framework, and webui-delivery.
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diego-tobalinaSkillbuild-fix
Fix build and compilation errors systematically. Run when build fails.
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JkudjoSkillincident
Production incident response — structured triage, hypothesis tree, safe remediation, incident record
Also in 4 projects that use this
vbrevikSkillwork
Use when the user says 'plan', 'todo', 'copy plan', 'append plan', 'resume plan', 'priorities', or 'what's next'.
Also in 7 projects that use this
mbwsimsSkillimpact
This skill should be used when the user asks to "check the impact", "what will break if I change this", "blast radius", "impact analysis", "what depends on this", "who imports this", "is it safe to change this", mentions "/impact", or wants to understand the consequences of modifying a specific file or function before making changes.
Also in 3 projects that use this
Other versions165 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 165
- remotion-dev/remotion★ 72ksame name
- PrefectHQ/fastmcp★ 28ksame name
- jlowin/fastmcp★ 28ksame name
- ccusage/ccusage★ 19ksame name
- ryoppippi/ccusage★ 19ksame name
- micronaut-projects/micronaut-core★ 6.4ksame name
- latitude-dev/latitude-llm★ 4.7ksame name
- samuelgursky/davinci-resolve-mcp★ 4ksame name
- TanStack/ai★ 3.3ksame name
- patrykandpatrick/vico★ 3.2ksame name
155 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository5 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- clawdlineSkill
- evidence-debuggingSkill
- evidence-reviewSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 129 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 9
Every assistant session on this machine loads a skill called clawdline.
- Distinctive: line 107
No record means nothing to undo, and it says that too.
“Common” is measured: kept by at least 6 in 10 of the 129 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
The skill, the guide and the thin commands
How a session learns to use this daemon, and why none of it depends on the Swift app. Written for the cutover: the design is §5 of the W8 route report, and the decisions it rests on are
design-decisions.mdD16, D23 ③ and D36, with U5 as the user's call.
The problem
Every assistant session on this machine loads a skill called clawdline. Until now that skill was a
symbolic link into the Swift app's checkout, and the stub it pointed at found its guide inside the
Swift app's bundle. When that app stops, the path breaks: sessions keep loading a stub whose
reader is gone, and whatever they do instead is guessed from memory. The guide it served also
describes the Swift app's routes — the workflow envelope, graphs, durable reports — several of which
this daemon does not have.
Three things replace it, and all three are this binary:
| Piece | What it is | Where |
clawdline guide [lang] [part|all] | The guide, compiled into the binary with go:embed, printed as a core plus parts | skills/skills.go, skills/sections.go, skills/clawdline/guide*.md |
<state dir>/bin/clawdline | A copy of the running binary at a path that does not move | internal/adapters/skillfile/binary.go |
clawdline skill install / uninstall | Writes the stub to ~/.claude/skills/clawdline/SKILL.md, and puts back what was there | internal/adapters/skillfile/skillfile.go |
And a handful of thin commands a session runs instead of hand-built curl: session report,
dispatch, task show, task wait, task ack, send, notify, landings, assistants, usage
(cmd/clawdline/session.go, dispatch.go, task.go, relay.go, broker.go, usage.go).
The guide is compiled in
The old app kept its guide beside its reader in the bundle so the two could not drift. Compiling it
in keeps that property and drops the file lookup: clawdline guide prints the guide written for the
exact build it is, on macOS, Linux and Windows, without a running daemon or a network.
- Sources:
skills/clawdline/guide.md(English, the reference) andskills/clawdline/guide.zh-TW.md(Traditional Chinese, for the person reading along).clawdline guide -listnames what a build carries. - Only routes this daemon serves are in it.
TestTheGuideNamesOnlyRoutesThisDaemonServes(skills/skills_test.go) reads every/v1/…path in both guides and fails on one that nomux.Handle/mux.HandleFuncininternal/transport/httpregisters. A route renamed or removed there turns it red until the guide follows.TestBothGuidesNameTheSameRouteskeeps the translation naming the same routes as the English.
Printed in parts
clawdline guide prints the core — who the session is, how to reach the daemon, reporting its
turn, telling the person, what a refusal means — and a list naming every other part with the
command that prints it: clawdline guide dispatch, clawdline guide board, … clawdline guide all
is the whole text. Measured on 2026-09-25 by appending each to a system prompt and comparing with and
without: the whole guide is 15,708 tokens in English and 18,619 in Traditional Chinese, the core
2,184 and 2,711. Whatever a session reads stays in its context and is re-read on every later call,
and a week's transcripts showed twenty roots reading the guide 136 times, most of them a section at
a time with sed because that was all they needed.
skills/sections.gonames the fifteen parts — every##and###heading, matched by order.TestThePartsAreTheWholeGuideputs the parts back together and compares them with the guide byte for byte, in both languages;TestBothGuidesHaveTheSameSectionschecks each part opens with its own heading. A heading added to one guide only turns both red.
The stable path
The stub has to name something it can run, and the binary moves: it is inside an app bundle, or
wherever go build put it. So clawdline serve copies itself to <state dir>/bin/clawdline
(clawdline.exe on Windows) when it starts, writing only when the SHA-256 differs — the same
rule D23 ③ sets for the dispatch policy's projection. A hundred starts with one build write the file
once. It runs off the startup path and never stops the daemon; a failure is one line in the daemon
log.
A copy rather than a link: a link into an app bundle breaks when the bundle moves, and Windows does not let an ordinary user make one.
The stub looks for its reader in this order, and stops at the first that exists — a later path may be a different build from the daemon that will answer:
$CLAWDLINE_SKILL_READER.$CLAWDLINE_NEXT_DIR/bin/clawdline, else~/.config/clawdline-next/bin/clawdline($XDG_CONFIG_HOME/clawdline-next/…when set;%APPDATA%\clawdline-next\bin\clawdline.exeon Windows)./Applications/Clawdline Next.app/Contents/MacOS/clawdline, then the same under~/Applications.
Installing the stub is the person's decision
The stub lives in the person's own assistant configuration, so nothing installs it by itself
(DG-10): a person runs clawdline skill install, or presses Install on the console's skill
strip. The strip reads GET /v1/skill with this machine's own token and is never drawn through
Cloud; its press (POST /v1/skill/install) writes only a target that is missing or an older stub
of ours, and leaves an edited or foreign file for the command to refuse or record. Two skills with one name cannot
coexist — Claude Code tells skills apart by their directory — so before that day the new stub is only
tried inside this repository.
What install does, and why each step is there:
- Refuses a skill directory that is a symbolic link: a file written into it would land wherever it points.
- Records what is at
SKILL.mdbefore replacing it — a link by its target, a file by a backup of its bytes and their SHA-256, nothing by saying so — in<state dir>/skill/install.json. The record is written before the stub (DG-4: the intent first). - Replaces by rename, never by writing to the path. Today's
SKILL.mdis a link into the Swift app's checkout; writing to its path would overwrite that checkout's file. A rename replaces the link itself.TestAnInstallReplacesALinkAndNeverWritesThroughItholds this. - Is idempotent. The same bytes already there: nothing is written, and it says so. An older stub of ours: replaced, and the record of what was there before the first install is kept.
- Refuses what it cannot account for (DG-7): a stub edited after the install, an unreadable record, a backup whose bytes are not the recorded ones. Each is left as it is.
clawdline skill uninstall puts back exactly what was recorded — the same link target, or the
backup after its digest is checked — and only when SKILL.md is still the recorded stub (or gone).
No record means nothing to undo, and it says that too.
Neither reads or writes ~/.config/clawdline: a state directory that is, or resolves into, the
Swift app's is refused.
The thin commands
Each is one or two requests to this machine's daemon, and prints what the daemon said: the JSON on
stdout when it said yes, refused, <status> <code>: <message> on stderr and exit 1 when it said no.
| Command | Route | Notes |
clawdline session report --summary … | GET /v1/orchestrator/whoami, then POST /v1/orchestrator/sessions/<terminal>/complete | The conversation comes from CLAUDE_CODE_SESSION_ID or CODEX_THREAD_ID, else --conversation; --terminal skips the lookup. The terminal id is escaped as one path segment |
clawdline send --to <terminal> [text…] | POST /v1/orchestrator/messages | Prints the Idempotency-Key before sending; --key retries the same message instead of typing it twice |
clawdline dispatch --title … --claims … < brief | GET /v1/orchestrator/inventory, then POST /v1/orchestrator/tasks | Writes <task_root>/<id>/task.json (guide §4) with a fresh id and a secret that is never printed or written there; one stale_inventory re-reads the inventory and resends once. Prints dispatched <id> <state> [worktree <path>] and one line per warning; --json prints the answer |
clawdline task show <id> | GET /v1/orchestrator/tasks/<id>, then for a finished task with an open notice POST …/completion/ack | The compact view; reading it closes the notice. A refused ACK is one stderr line and exit 0 |
clawdline task wait <id>… [--timeout 9m] [--any] | GET /v1/orchestrator/tasks/<id> each poll (1 s backing off to 10 s), then the ACK as task show | Prints each finished task as task show and lists the ones still running. Exit 0 all succeeded, 1 one did not, 3 timed out, 4 a task could not be read |
clawdline task ack <id> <notice id> | POST /v1/orchestrator/tasks/<id>/completion/ack | Prints one line; rarely needed now |
clawdline notify --title … --body … | POST /v1/orchestrator/notify | |
clawdline landings, clawdline assistants | GET /v1/orchestrator/landings, …/assistants | |
clawdline usage [--session c | --task id | --item id] | GET /v1/usage/sessions/<conversation>, …/tasks/<id>, …/items/<id> | The token ledger (docs/token-ledger.md). With no flag, the calling session, named as session report names it. Prints a header line (calls, peak context, cost), one line per category by cost — share, tokens, cost, rules marked as an upper bound — and the gaps; --json prints the answer |
The credential stays in the process. The orchestrator token is read from
<state dir>/orchestrator-token — CLAWDLINE_NEXT_DIR, else ~/.config/clawdline-next — and
never from ~/.config/clawdline. It is not an argument, so ps never shows it; it is never
printed; an answer that somehow carried it is printed with it masked. The port is --port, else
CLAWDLINE_NEXT_PORT, else 7727 — the same resolution clawdline serve uses.
clawdline send used to type straight into a terminal with nothing recorded. That is now
clawdline type, kept for proving a terminal backend; a session uses the relay, which checks the
other side is a composer and keeps a receipt.
Guidelines answer
- DG-1: the projection logs when it writes and when it fails; nothing else here loops.
- DG-2: one record, one backup, one binary copy; each is replaced, never appended.
- DG-3: the projection is one read of a 25 MB binary per start, and one write when it changed. A relay took 30.6 s and 31.2 s end to end on this Mac (two runs against a private daemon); the time is spent in the daemon before it types, not in the command, so the command waits up to two minutes rather than the 30 s it first had. At 30 s it hung up once mid-relay, and the daemon logged the effect as having run and not been recorded — a daemon-side defect reported with the task, not fixed here.
- DG-4: install records before it replaces; the record is the only fact kept.
- DG-5:
sendnow has one meaning (the relay); the direct typing istype.RefuseForeignrepeatswithin/resolvedfrominternal/adapters/nextconfigandinternal/adapters/devices— a third copy, to be shared when one of those packages exports it. - DG-6: install and uninstall decide on the bytes they then replace, read in the same call.
- DG-7: an edited stub, an unreadable record and a changed backup are all refused.
- DG-8: the write-through test was run against a version that wrote to the path, and failed;
the route test was run against a guide naming
/v1/orchestrator/workflow/gaps(a Swift route), and failed. Both logs are in the task report. - DG-9: the reader order, the "stop at the first that exists" rule and the token rule come from the Swift app's stub and helper; the guide's content does not, because its routes are not this daemon's.
- DG-10: install is a person's command, never run by the daemon.
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