Unofficial. This project is not affiliated with or endorsed by Anthropic. It relies on undocumented Claude Code internals that can change in any Claude Code release.
cc-blackbox
"cc" stands for Claude Code. cc-blackbox is a typed Python library for tools that work next to Claude Code: find the Claude Code profiles on the machine, list the sessions that run under them, send a message into one of them, and read what past and running sessions recorded in their transcripts.
A typical user is a background watcher started from a Claude Code session, for example one that polls CI and tells the session when a pipeline fails.
Claude Code does not document any of this. The library reads the files Claude Code writes and speaks the socket protocol Claude Code uses between its own sessions, as found in Claude Code 2.1.x. It never writes to a transcript. Read Limitations before you depend on it.
Install
uv add cc-blackbox
or pip install cc-blackbox. It needs Python 3.11 or newer and depends only on PyYAML.
To use changes that are not released to PyPI yet, pin a tag of this repository as a git source:
[project]
dependencies = ["cc-blackbox"]
[tool.uv.sources]
cc-blackbox = { git = "https://github.com/fprochazka/cc-blackbox", tag = "v0.3.0" }
Usage
List the profiles, list the sessions that run under them, pick one and send it a message:
from cc_blackbox import find_session, list_active_sessions, list_profiles, send_message
for profile in list_profiles():
print(profile.name, profile.source, profile.config_dir)
sessions = list_active_sessions()
for session in sessions:
print(session.address, session.status, session.cwd)
target = find_session("personal/my-project", sessions=sessions)
send_message(
target,
"Pipeline #1234 failed in job `test`. Logs: /tmp/ci-1234/",
sender="ci-watcher",
sender_name="CI watcher",
)
A tool started from inside a session, directly or from one of its subagents, finds that session without any arguments:
from cc_blackbox import RateLimitedSender, current_session
session = current_session()
if session is not None:
print(session.scratchpad_dir)
notifier = RateLimitedSender("ci-watcher", sender_name="CI watcher")
notifier.send(session, "Pipeline #1234 passed.")
Profiles
Claude Code reads its config dir from CLAUDE_CONFIG_DIR, or uses ~/.claude. list_profiles() collects every config dir it can find:
~/.claude, nameddefault;- the profiles of claude-code-auth-switch, from
~/.claude/auth-switch.yamlor the legacy~/.claude-profiles/config.yaml; - other config dirs under the auth-switch profiles dir, for example a profile removed from the config whose dir stayed behind;
$CLAUDE_CONFIG_DIR.
Each profile has a name that is unique in the result and stable across runs. A dir whose basename clashes with another name gets cfg-<8 hex chars>.
Sessions
list_active_sessions() reads <config dir>/sessions/<pid>.json, which every running session writes, and drops records whose process has ended. Every field except the pid can be None, because the record shape changes between Claude Code versions. session.raw holds the whole record.
find_session() accepts an address (<profile>/<name>), a session name, a session id, pid:<n>, or a unique prefix of a session id. Session names are not unique: Claude Code generates names like my-project-a1 without checking for collisions, so an ambiguous query raises AmbiguousSession with the candidates.
scratchpad_dir is the session's scratchpad directory. Claude Code creates it on first use, so it may not exist yet.
Messages
send_message() writes one frame to the session's messaging socket. The receiving model sees your text after the line Another Claude session sent a message: and before a fixed footer that says the message did not come from the user. It treats the message as a request from a teammate, not as an instruction from the user.
senderis the receiver's rate-limit key. The model never sees it. Give each independent sending process its own label.- With
sender_name, the text is wrapped in a<cross-session-message>envelope, so the receiver's terminal shows it as a message from that name. The envelope's reply address isdid:<sender>, which the model cannot send a reply to. RateLimitedSenderstays below the receiver's rate limit and joins queued messages into one.rename_session()asks a session to rename itself.
Transcripts
Claude Code writes every session to <config dir>/projects/<slug>/<session id>.jsonl, where <slug> is the launch directory with every non-alphanumeric character replaced by -. Subagent transcripts and large tool results sit under <slug>/<session id>/. list_session_transcripts() lists the sessions of every profile, reading only the start and the end of each file:
from cc_blackbox import list_session_transcripts, sessions_containing, shell_commands, tool_calls
sessions = list_session_transcripts(cwd_within=["/home/me/src/my-project"])
for session in sessions[:10]:
print(session.last_activity_at, session.session_id, session.title or session.first_prompt, session.cwd)
for session in sessions_containing(sessions, ["flaky test"]):
entries = list(session.entries(types={"assistant", "user"}))
for command in shell_commands(entries):
if command.is_error:
print(session.session_id, command.command)
print(sum(1 for call in tool_calls(entries) if call.name == "Edit"), "edits")
- Profiles share transcripts. Profiles often symlink
projects/to one directory, so a listing covers each distinct projects dir once andsession.projects_dir.profilesnames every profile that uses it. A transcript does not record which of them wrote it. - Which files are sessions. Only a file named by a session id, which is a UUID, is a session. Other tools put their own
.jsonlfiles next to transcripts, andsession_id_for_path()maps any file under a projects dir to the session that owns it, or toNone. cwd_within. It keeps the sessions launched in a dir or below it, and it reads only the project dirs whose name can belong to such a session. A session stored under a project dir of another name, for example one resumed from elsewhere, is found only by a listing withoutcwd_within.- Titles.
titleis the newest title the user set, else the newest generated title.first_promptis the first prose prompt typed by a human, for sessions without a title. - Running sessions.
transcript_for(active_session)andactive_session_for(transcript)link the two views by session id. The registry'scwdchanges when a session enters a worktree; the transcript'scwdstays the launch directory.
iter_entries() and session.entries() stream the records one line at a time. user, assistant, system and attachment records get their own classes with typed content blocks, every other record type is a plain Entry, and raw always holds the whole record. With types=, lines that cannot hold a wanted type are skipped before they are decoded.
The extractors take entries and yield typed facts in file order: prompts(), assistant_texts(), tool_calls() joined with their results, subagent_runs(), files_touched(), shell_commands(), failures(), token_usage(), compactions(), and conversation(), which is prompts, assistant text and subagent results without tool noise.
- Who sent a prompt.
Prompt.originishuman,peer,task-notificationorcoordinator. Prompts typed while Claude works are recorded as attachments, andprompts()returns them withqueuedset. - Token usage. Claude Code writes one record per content block and repeats the message's whole usage on each, so
token_usage()counts a message once. - Branches. Entries come in file order, which includes branches the conversation left, for example after a rewind.
sessions_containing() finds the sessions whose main transcript, subagent transcripts or tool results contain every term (or any, with match_any=True). It is literal and ignores case, and it reads raw bytes, so it also matches ids and tool output. It does not need ripgrep. An ASCII term ignores ASCII case only, which keeps it fast; a term with other characters is compared after Unicode case folding, several times slower. workers= scans in several processes.
Limitations
- This is an undocumented, reverse-engineered interface. Any Claude Code release can change the record format, the socket protocol or the feature flags behind them. The library parses records tolerantly and checks what each session declares, see Compatibility. Pin a tag and upgrade on purpose.
- Delivery is best effort. The receiver never answers on the socket, so a successful send means only that the bytes were written. The receiver then drops a message without telling you when its sender exceeds 30 messages in a burst or one every 2 seconds, when the same text arrived in the last 30 seconds, or when 50 messages already wait in its queue. Put a sequence number or a time into each message so that two real events with the same text both arrive.
- A session in bypass-permissions mode holds peer messages until its user approves each one. A tool that messages such a session looks silent until then.
- The receiver does not verify the sender. Any process of the same user can connect to the socket and claim any name. Do not put another session's name or address into your messages.
- Messages always reach the main session. A subagent cannot be addressed.
- Transcripts are internal to Claude Code. Anthropic documents the format as unstable. Claude Code also deletes transcripts older than its
cleanupPeriodDayssetting, 30 days by default.
Compatibility
cc-blackbox has its own version numbers and never compares Claude Code versions. Claude Code updates more often than the tools built on this library, so a session running a newer Claude Code is fine as long as what it declares is aligned: if the protocol is aligned, it just works.
check_compatibility(session), also available as session.compatibility, checks each feature against the session's registry record:
messagingneeds apeerProtocolthis version speaks (currently 1) and amessagingSocketPath.scratchpadneeds thesessionIdandcwdstrings.livenessneeds thepid, and on Linux theprocStartstring.
New record fields and new peer features are additions and do not count against a session. send_message() raises UnsupportedProtocol, with the reasons, only when messaging is not aligned. Nothing else warns.
Transcripts carry no protocol number, so their check looks at the records. Pass a ReadDiagnostics to iter_entries(): aligned is False only when a field the library models, such as message.content, has an unexpected type. Malformed lines, unknown record types and unknown content blocks are counted but never raise and never count against alignment, because Claude Code adds record types every few releases.
TESTED_CLAUDE_CODE_VERSIONS lists the Claude Code versions that the live contract test passed against: 2.1.319. It is information only.
Platform support
- Linux: everything works. Liveness checks compare the process start time, which catches reused pids. The scratchpad path uses the temp dir from the session's settings files or its process environment.
- macOS: profiles, sessions and messaging use the same code as on Linux. Liveness checks the pid only. When the session's settings files do not set
CLAUDE_CODE_TMPDIR, the scratchpad path is a guess based on this process's environment, andscratchpad_dir_inferredisTrue. This has not yet been checked against a real macOS install. - Windows: profiles and sessions can be read, but liveness is not checked. Messaging raises
MessagingUnavailable: Claude Code uses named pipes with a token there, which this version does not implement.
Development
uv sync
uv run ruff check .
uv run ruff format --check .
uv run mypy
uv run pytest
The tests build config dirs with anonymised session records and transcripts in a temp dir, and check the messaging bytes against a Unix socket server started by the test. They never touch a real Claude Code.
Live contract test
The live contract test checks that the installed Claude Code still matches what cc-blackbox expects. Run it after a Claude Code update, and add the version to TESTED_CLAUDE_CODE_VERSIONS when it passes:
uv run pytest -m live -s
The test starts a headless session with claude -p in a temporary directory and a socket path of its own, using the profile in your CLAUDE_CONFIG_DIR. It waits for the session's registry record, checks check_compatibility(), sends a marker message, and checks that the reply repeats it. Then it reads the session's transcript, checks that it is aligned, that the marker arrived as a prompt from a peer, and that the reply is assistant text. Then it stops the session and deletes the transcript.
- It needs the
claudeCLI onPATH, logged in. - It spends model usage: two short turns on
haiku. SetCC_BLACKBOX_LIVE_MODELto use another model. - The default
pytestrun and CI skip it.
License
MIT
Metadata
Release files for cc-blackbox 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| cc_blackbox-0.3.0.tar.gz | 103.6 kB | With provenance | Details for cc_blackbox-0.3.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| cc_blackbox-0.3.0-py3-none-any.whl | Python 3 | none | any | Details for cc_blackbox-0.3.0-py3-none-any.whl |
Total release size: 161.9 kB
Release files / cc_blackbox-0.3.0.tar.gz
| Download URL | cc_blackbox-0.3.0.tar.gz |
|---|---|
| Size | 103.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e6ab8e92bc1969c3ac3976fca6464ed02b85f093ade9ac5d856b7e42e4b62c4a
|
|
BLAKE2b-256 checksum How to use checksums |
a5d5c841cae3479000390dfdd7adbdde6724af12a6c09fef15c406a093f294c7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 9, 2026.
Transparency logRelease files / cc_blackbox-0.3.0-py3-none-any.whl
| Download URL | cc_blackbox-0.3.0-py3-none-any.whl |
|---|---|
| Size | 58.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
e3ac90df0469efde38e2f258ad5783e5f36577ee18b76454c5dd7dee0b3b8f47
|
|
BLAKE2b-256 checksum How to use checksums |
981d340e3771d2752b0f20c3c6ff7fad4183421d93ed7fb38c8f066ef96de718
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 9, 2026.
Transparency logSecurity for cc-blackbox 0.3.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
Both files in this release have been uploaded with provenance metadata.
Attestation for cc_blackbox-0.3.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 9, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.