Publish hermes-skills-productivity via gitea-publish skill

This commit is contained in:
figmar
2026-08-09 08:19:26 +08:00
commit aad5c86543
152 changed files with 55812 additions and 0 deletions
+30
View File
@@ -0,0 +1,30 @@
© 2025 Anthropic, PBC. All rights reserved.
LICENSE: Use of these materials (including all code, prompts, assets, files,
and other components of this Skill) is governed by your agreement with
Anthropic regarding use of Anthropic's services. If no separate agreement
exists, use is governed by Anthropic's Consumer Terms of Service or
Commercial Terms of Service, as applicable:
https://www.anthropic.com/legal/consumer-terms
https://www.anthropic.com/legal/commercial-terms
Your applicable agreement is referred to as the "Agreement." "Services" are
as defined in the Agreement.
ADDITIONAL RESTRICTIONS: Notwithstanding anything in the Agreement to the
contrary, users may not:
- Extract these materials from the Services or retain copies of these
materials outside the Services
- Reproduce or copy these materials, except for temporary copies created
automatically during authorized use of the Services
- Create derivative works based on these materials
- Distribute, sublicense, or transfer these materials to any third party
- Make, offer to sell, sell, or import any inventions embodied in these
materials
- Reverse engineer, decompile, or disassemble these materials
The receipt, viewing, or possession of these materials does not convey or
imply any license or right beyond those expressly granted above.
Anthropic retains all right, title, and interest in these materials,
including all copyrights, patents, and other intellectual property rights.
+105
View File
@@ -0,0 +1,105 @@
---
name: xlsx
description: "Create, read, edit Excel .xlsx spreadsheets and CSVs."
version: 1.0.0
author: Anthropic (adapted by Nous Research)
license: Proprietary. LICENSE.txt has complete terms
platforms: [linux, macos, windows]
metadata:
hermes:
tags: [Excel, XLSX, Spreadsheets, Office, Productivity]
category: productivity
related_skills: [docx, pdf, powerpoint]
---
# XLSX Skill
Create, read, and edit Excel workbooks — formulas, formatting, charts, data cleaning, and format conversion. Every formula-bearing output must be recalculated and error-free before delivery.
## When to Use
Use this skill any time a spreadsheet file is the primary input or output: opening, reading, editing, or fixing an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file; creating a new spreadsheet from scratch or from other data; converting between tabular formats; cleaning messy tabular data into a proper spreadsheet. Trigger whenever the user references a spreadsheet file by name or path — even casually. Do NOT trigger when the deliverable is a Word document (`docx` skill), HTML report, standalone script, or Google Sheets API integration. For finance-grade modeling conventions (DCF, LBO, three-statement), the optional `excel-author` skill adds stricter standards on top of this one.
## Prerequisites
```bash
pip install openpyxl pandas "markitdown[xlsx]"
which soffice || sudo apt install -y libreoffice # formula recalculation (scripts/recalc.py)
```
macOS: `brew install libreoffice`.
## Quick Reference
| Task | Approach |
|---|---|
| **Create** or **edit** with formulas/formatting | `openpyxl` — see gotchas below |
| **Bulk data** in or out | `pandas` (`read_excel`, `to_excel`) |
| **Quick look** at a sheet | `markitdown file.xlsx``## SheetName` per sheet; reads `.xlsm` too. No cell coordinates, so don't plan edits from it. (`read_file` also auto-extracts .xlsx) |
| **Read** a model (formulas *and* values) | two `load_workbook` passes — see gotchas |
> Script paths below are relative to this skill's directory.
## Requirements for every output
- **Professional font** (Arial, Times New Roman) throughout, unless the user says otherwise.
- **Zero formula errors.** Never ship while `recalc.py` reports `errors_found`. If you think an error predates you, prove it: load the *original* with `data_only=True` and look at that cell. An error you introduced looks exactly like one you inherited.
- **Use formulas, never hardcoded results.** Write `sheet['B10'] = '=SUM(B2:B9)'`, not the Python-computed total. The sheet must recalculate when its inputs change.
- **Follow the user's spec literally.** Exact tab names, exact column headers, and the formula they spelled out. A redesign that computes something else fails, however elegant.
- **Document every assumption and hardcoded number** where the reader will see it — a cell comment, or an adjacent cell at a table's end. Cite a real source when one exists; when the number came from the user, say so plainly.
- **A workbook *you create* for someone to fill in** needs a short legend naming which cells to edit, and one example row of realistic values showing the expected format. Never add such a row to a file you were asked to edit.
- **Editing an existing file: match its conventions exactly.** They override every guideline here. Find its designated input cells first — a distinct font color, fill, or shading marks them — write only there, and leave every existing formula untouched.
## Recalculate (mandatory whenever the file contains formulas)
openpyxl writes formulas as strings with **no cached values**. Until you recalculate, every formula cell reads back as `None` to anything reading cached values — `pandas`, `load_workbook(data_only=True)`, and most previewers.
```bash
python scripts/recalc.py output.xlsx [timeout_seconds] # default 30
```
LibreOffice computes every formula, the file is **rewritten in place**, and you get JSON: `status` (`success` | `errors_found`), `total_formulas`, `total_errors`, and an `error_summary` naming up to 100 cells per error type (`locations_truncated` says how many it withheld — trust `total_errors`, not the length of the list). Fix what it names and run it again. **JSON with an `error` key instead of a `status` means nothing was recalculated**, and only that case exits non-zero — `errors_found` exits 0, so never treat a clean exit as a clean workbook.
**A green recalc proves your formulas *evaluate*, not that they are *right*.** An off-by-one range or a reference to the wrong row yields a clean, error-free file with wrong numbers. Write 23 formulas first and check they pull the values you expect, before building out a grid.
**A workbook that links to another file loses those links** if you re-save it with openpyxl and then recalculate. Such a formula reads `='[1]Returns Analysis'!$B$2` — the `[1]` is an index into the workbook's external-reference list, naming a *separate file on disk*, not a sheet. That file is rarely present, so the cell's cached value is the only thing holding its data. openpyxl strips that value on save; LibreOffice then has to resolve the reference for real, fails, writes `#NAME?`, and deletes every link. `recalc.py` refuses to run in that state — copy those cells' values out of the original before you save over them (`--force` overrides, and accepts the loss).
## Choosing formulas that survive verification
LibreOffice implements fewer functions than Excel, and one it cannot evaluate becomes a literal `#NAME?` baked into the file you deliver.
- **Prefer Excel-2007-era functions** — `SUMIFS`, `INDEX`, `MATCH`, `IFERROR`, `SUMPRODUCT` — which need no prefix.
- **Six post-2007 functions work, but only with an `_xlfn.` prefix**, because openpyxl writes your formula into the XML verbatim and Excel stores post-2007 names prefixed (its UI hides the prefix): `_xlfn.TEXTJOIN`, `_xlfn.CONCAT`, `_xlfn.IFS`, `_xlfn.SWITCH`, `_xlfn.MAXIFS`, `_xlfn.MINIFS`. Written bare, each yields `#NAME?`.
- **Never use `XLOOKUP`, `XMATCH`, `SORT`, `FILTER`, `UNIQUE`, or `SEQUENCE`.** LibreOffice cannot reliably evaluate them; newer builds that do are spilling array functions, and an openpyxl-written file has no spill metadata, so only the top-left cell of the range gets a value — and `recalc.py` reports `total_errors: 0` on the truncated result. Use `INDEX`/`MATCH` for lookups, and sort, filter, and de-duplicate in Python before writing the cells.
- A formula LibreOffice could not parse is written back **lowercased** — a quick tell beside a `#NAME?`.
## openpyxl gotchas
- **Reading a model takes two loads.** `data_only=True` yields cached values with the formulas gone; the default yields formula strings with no values. One pass cannot give you both.
- **`data_only=True` is destructive if you save.** That workbook has no formulas left, so saving replaces every one with a literal — permanently.
- **`data_only=True` on a file openpyxl just wrote returns `None` everywhere** — run `recalc.py` first. (A formula whose result is `""` also reads back as `None`.)
- **Merged cells: write the top-left anchor only.** Every other cell in the range is a `MergedCell` whose `.value` is read-only.
- **`.xlsm` loses its macros unless you pass `keep_vba=True`** to `load_workbook`.
- **A sheet name containing a space must be quoted** in a cross-sheet reference: `='Assumptions Inputs'!$B$5`. Unquoted, it evaluates to `#VALUE!`.
## Financial models
Unless the user says otherwise, or the existing file already does something else.
**Color:** blue text (`0,0,255`) for hardcoded inputs and scenario levers · black for formulas · green (`0,128,0`) for links to another sheet · red (`255,0,0`) for links to another file · yellow fill (`255,255,0`) for key assumptions and cells the user should fill in.
**Numbers:** currency `$#,##0`, with the unit named in the header (`Revenue ($mm)`) · zeros render as `-`, including in percentages (`$#,##0;($#,##0);-`) · negatives in parentheses · percentages `0.0%`, **stored as fractions** (`0.15` renders `15.0%`; storing `15` renders `1500.0%`) · valuation multiples `0.0x` · years as text (`"2024"`, never `2,024`).
**Structure:** every assumption in its own labeled cell, referenced by the formulas that use it (`=B5*(1+$B$6)`, never `=B5*1.05`) · formulas consistent across every projection period, since a lone edited cell mid-row is the commonest silent error · guard denominators that can be zero.
For full investment-banking conventions (balance checks, sensitivity tables, named ranges), install the optional skill: `hermes skills install official/finance/excel-author`.
## Verification
1. `python scripts/recalc.py output.xlsx``status: success`, `total_errors: 0`.
2. Spot-check 23 computed cells against expected values (`load_workbook(data_only=True)` *after* recalc).
3. `markitdown output.xlsx` — scan for missing sheets, misplaced headers, leftover placeholders.
## Related skills
`docx` (Word documents), `pdf` (PDF work), `powerpoint` (decks), optional `excel-author` (finance-grade modeling standards).
+192
View File
@@ -0,0 +1,192 @@
"""
Helper for running LibreOffice (soffice) in environments where AF_UNIX
sockets may be blocked (e.g., sandboxed VMs). Detects the restriction
at runtime and applies an LD_PRELOAD shim if needed.
Usage:
from office.soffice import run_soffice
result = run_soffice(["--headless", "--convert-to", "pdf", "input.docx"])
Call soffice through run_soffice, not through subprocess with get_soffice_env():
the env dict carries the shim but names no user profile, and a non-root sandbox
cannot bootstrap the default one -- soffice aborts with "User installation could
not be completed" and converts nothing. get_soffice_env() stays public for the
callers that build their own argv (they must pass -env:UserInstallation too).
"""
import contextlib
import os
import socket
import subprocess
import tempfile
from collections.abc import Iterable
from pathlib import Path
def get_soffice_env() -> dict:
env = os.environ.copy()
env["SAL_USE_VCLPLUGIN"] = "svp"
if _needs_shim():
shim = _ensure_shim()
env["LD_PRELOAD"] = str(shim)
return env
def run_soffice(args: Iterable[str], **kwargs) -> subprocess.CompletedProcess:
args = list(args)
with contextlib.ExitStack() as stack:
if not any(str(a).startswith("-env:UserInstallation") for a in args):
profile = stack.enter_context(
tempfile.TemporaryDirectory(prefix="lo_profile_", ignore_cleanup_errors=True)
)
args = [f"-env:UserInstallation={Path(profile).as_uri()}"] + args
return subprocess.run(["soffice"] + args, env=get_soffice_env(), **kwargs)
_SHIM_SO = Path(tempfile.gettempdir()) / "lo_socket_shim.so"
def _needs_shim() -> bool:
try:
s = socket.socket(socket.AF_UNIX, socket.SOCK_STREAM)
s.close()
return False
except OSError:
return True
def _ensure_shim() -> Path:
if _SHIM_SO.exists():
return _SHIM_SO
src = Path(tempfile.gettempdir()) / "lo_socket_shim.c"
src.write_text(_SHIM_SOURCE, encoding="utf-8")
subprocess.run(
["gcc", "-shared", "-fPIC", "-o", str(_SHIM_SO), str(src), "-ldl"],
check=True,
capture_output=True,
)
src.unlink()
return _SHIM_SO
_SHIM_SOURCE = r"""
#define _GNU_SOURCE
#include <dlfcn.h>
#include <errno.h>
#include <signal.h>
#include <stdio.h>
#include <stdlib.h>
#include <sys/socket.h>
#include <unistd.h>
static int (*real_socket)(int, int, int);
static int (*real_socketpair)(int, int, int, int[2]);
static int (*real_listen)(int, int);
static int (*real_accept)(int, struct sockaddr *, socklen_t *);
static int (*real_close)(int);
static int (*real_read)(int, void *, size_t);
/* Per-FD bookkeeping (FDs >= 1024 are passed through unshimmed). */
static int is_shimmed[1024];
static int peer_of[1024];
static int wake_r[1024]; /* accept() blocks reading this */
static int wake_w[1024]; /* close() writes to this */
static int listener_fd = -1; /* FD that received listen() */
__attribute__((constructor))
static void init(void) {
real_socket = dlsym(RTLD_NEXT, "socket");
real_socketpair = dlsym(RTLD_NEXT, "socketpair");
real_listen = dlsym(RTLD_NEXT, "listen");
real_accept = dlsym(RTLD_NEXT, "accept");
real_close = dlsym(RTLD_NEXT, "close");
real_read = dlsym(RTLD_NEXT, "read");
for (int i = 0; i < 1024; i++) {
peer_of[i] = -1;
wake_r[i] = -1;
wake_w[i] = -1;
}
}
/* ---- socket ---------------------------------------------------------- */
int socket(int domain, int type, int protocol) {
if (domain == AF_UNIX) {
int fd = real_socket(domain, type, protocol);
if (fd >= 0) return fd;
/* socket(AF_UNIX) blocked fall back to socketpair(). */
int sv[2];
if (real_socketpair(domain, type, protocol, sv) == 0) {
if (sv[0] >= 0 && sv[0] < 1024) {
is_shimmed[sv[0]] = 1;
peer_of[sv[0]] = sv[1];
int wp[2];
if (pipe(wp) == 0) {
wake_r[sv[0]] = wp[0];
wake_w[sv[0]] = wp[1];
}
}
return sv[0];
}
errno = EPERM;
return -1;
}
return real_socket(domain, type, protocol);
}
/* ---- listen ---------------------------------------------------------- */
int listen(int sockfd, int backlog) {
if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {
listener_fd = sockfd;
return 0;
}
return real_listen(sockfd, backlog);
}
/* ---- accept ---------------------------------------------------------- */
int accept(int sockfd, struct sockaddr *addr, socklen_t *addrlen) {
if (sockfd >= 0 && sockfd < 1024 && is_shimmed[sockfd]) {
/* Block until close() writes to the wake pipe. */
if (wake_r[sockfd] >= 0) {
char buf;
real_read(wake_r[sockfd], &buf, 1);
}
errno = ECONNABORTED;
return -1;
}
return real_accept(sockfd, addr, addrlen);
}
/* ---- close ----------------------------------------------------------- */
int close(int fd) {
if (fd >= 0 && fd < 1024 && is_shimmed[fd]) {
int was_listener = (fd == listener_fd);
is_shimmed[fd] = 0;
if (wake_w[fd] >= 0) { /* unblock accept() */
char c = 0;
write(wake_w[fd], &c, 1);
real_close(wake_w[fd]);
wake_w[fd] = -1;
}
if (wake_r[fd] >= 0) { real_close(wake_r[fd]); wake_r[fd] = -1; }
if (peer_of[fd] >= 0) { real_close(peer_of[fd]); peer_of[fd] = -1; }
if (was_listener)
_exit(0); /* conversion done exit */
}
return real_close(fd);
}
"""
if __name__ == "__main__":
import sys
result = run_soffice(sys.argv[1:])
sys.exit(result.returncode)
+308
View File
@@ -0,0 +1,308 @@
"""
Excel Formula Recalculation Script
Recalculates all formulas in an Excel file using LibreOffice
"""
import contextlib
import json
import os
import platform
import re
import shutil
import subprocess
import sys
import tempfile
import time
import zipfile
from pathlib import Path
from office.soffice import get_soffice_env, run_soffice
from openpyxl import load_workbook
MACRO_FILENAME = "Module1.xba"
SOFFICE_MISSING = "soffice not found on PATH; LibreOffice is required to recalculate"
MAX_LOCATIONS = 100
EXTERNAL_REF_RE = re.compile(r"""(?<![\w"\[])'?\[\d+\][^!"\[\]]*'?!""")
RECALCULATE_MACRO = """<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE script:module PUBLIC "-//OpenOffice.org//DTD OfficeDocument 1.0//EN" "module.dtd">
<script:module xmlns:script="http://openoffice.org/2000/script" script:name="Module1" script:language="StarBasic">
Sub RecalculateAndSave()
ThisComponent.calculateAll()
ThisComponent.store()
ThisComponent.close(True)
End Sub
</script:module>"""
def has_gtimeout():
try:
subprocess.run(
["gtimeout", "--version"], capture_output=True, timeout=1, check=False
)
return True
except (FileNotFoundError, subprocess.TimeoutExpired):
return False
def _stamp(path):
st = os.stat(path)
return st.st_mtime_ns, st.st_size
def setup_libreoffice_macro(profile_dir: Path, timeout=30):
url = profile_dir.as_uri()
try:
run_soffice(
["--headless", "--terminate_after_init", f"-env:UserInstallation={url}"],
capture_output=True,
timeout=timeout,
)
except FileNotFoundError:
return None, SOFFICE_MISSING
except subprocess.TimeoutExpired:
return None, "LibreOffice timed out creating its profile; formulas were NOT recalculated"
macro_dir = profile_dir / "user" / "basic" / "Standard"
if not macro_dir.exists():
return None, "LibreOffice did not create a usable profile; formulas were NOT recalculated"
try:
(macro_dir / MACRO_FILENAME).write_text(RECALCULATE_MACRO, encoding="utf-8")
except OSError as e:
return None, f"Could not install the recalculation macro: {e}"
return url, None
def external_links_at_risk(filename):
try:
with zipfile.ZipFile(filename) as archive:
names = archive.namelist()
except (zipfile.BadZipFile, OSError):
return []
if not any(n.startswith("xl/externalLinks/") for n in names):
return []
with contextlib.ExitStack() as stack:
formulas = load_workbook(filename, data_only=False)
stack.callback(formulas.close)
values = load_workbook(filename, data_only=True)
stack.callback(values.close)
external_names = [
name
for name, dn in formulas.defined_names.items()
if isinstance(getattr(dn, "value", None), str) and EXTERNAL_REF_RE.search(dn.value)
]
name_re = (
re.compile(r"\b(" + "|".join(re.escape(n) for n in external_names) + r")\b")
if external_names
else None
)
at_risk = []
for sheet in formulas.sheetnames:
ws = formulas[sheet]
if not hasattr(ws, "iter_rows"):
continue
cached = values[sheet]
for row in ws.iter_rows():
for cell in row:
v = cell.value
if not (isinstance(v, str) and v.startswith("=")):
continue
reaches_out = EXTERNAL_REF_RE.search(v) or (name_re and name_re.search(v))
if reaches_out and cached[cell.coordinate].value is None:
at_risk.append(f"{sheet}!{cell.coordinate}")
return at_risk
def recalc(filename, timeout=30, force=False):
if not Path(filename).exists():
return {"error": f"File {filename} does not exist"}
abs_path = str(Path(filename).absolute())
if not os.access(abs_path, os.W_OK):
return {"error": f"{filename} is not writable; recalculation rewrites the file in place"}
try:
get_soffice_env()
except Exception as e:
return {"error": f"Could not prepare the LibreOffice environment: {e}"}
if not force:
try:
at_risk = external_links_at_risk(filename)
except Exception as e:
return {"error": f"Could not inspect {filename} for external links: {e}"}
if at_risk:
shown = at_risk[:MAX_LOCATIONS]
return {
"error": (
"Refusing to recalculate: this workbook links to another workbook, and "
f"{len(at_risk)} linked cell(s) have lost their cached value (openpyxl strips "
"these on save). Recalculating would resolve them to #NAME? and delete the "
"external links for good. Copy those cells' values from the original file "
"before saving, or pass --force to accept the loss. Charts and conditional "
"formats can hold external references too, so this list may not be exhaustive."
),
"external_link_cells": shown,
"external_link_cells_truncated": max(0, len(at_risk) - len(shown)),
}
with tempfile.TemporaryDirectory(
prefix="recalc-lo-profile-", ignore_cleanup_errors=True
) as profile_dir:
return _recalc_with_profile(filename, abs_path, timeout, Path(profile_dir))
def _recalc_with_profile(filename, abs_path, timeout, profile_dir: Path):
started = time.monotonic()
profile_url, err = setup_libreoffice_macro(profile_dir, timeout=timeout)
if err:
return {"error": err}
timeout = max(5, int(timeout - (time.monotonic() - started)))
before = _stamp(abs_path)
cmd = [
"soffice",
"--headless",
"--norestore",
f"-env:UserInstallation={profile_url}",
"vnd.sun.star.script:Standard.Module1.RecalculateAndSave?language=Basic&location=application",
abs_path,
]
if platform.system() == "Linux" and shutil.which("timeout"):
cmd = ["timeout", str(timeout)] + cmd
elif platform.system() == "Darwin" and has_gtimeout():
cmd = ["gtimeout", str(timeout)] + cmd
timed_out = f"LibreOffice timed out after {timeout}s; formulas were NOT recalculated. Re-run with a longer timeout."
try:
result = subprocess.run(
cmd, capture_output=True, text=True, encoding="utf-8", errors="replace", env=get_soffice_env(), timeout=timeout + 15
)
except subprocess.TimeoutExpired:
return {"error": timed_out}
except FileNotFoundError:
return {"error": SOFFICE_MISSING}
if result.returncode == 124:
return {"error": timed_out}
if result.returncode != 0:
detail = (result.stderr or "").strip() or f"soffice exited {result.returncode}"
return {"error": f"LibreOffice failed to recalculate: {detail}"}
if _stamp(abs_path) == before:
return {
"error": (
"LibreOffice exited cleanly but never rewrote the file, so nothing was "
"recalculated. Check that no other LibreOffice instance is running, then retry."
)
}
try:
wb = load_workbook(filename, data_only=True)
excel_errors = [
"#VALUE!",
"#DIV/0!",
"#REF!",
"#NAME?",
"#NULL!",
"#NUM!",
"#N/A",
]
error_details = {err: [] for err in excel_errors}
total_errors = 0
for sheet_name in wb.sheetnames:
ws = wb[sheet_name]
if not hasattr(ws, "iter_rows"):
continue
for row in ws.iter_rows():
for cell in row:
if cell.value is not None and isinstance(cell.value, str):
for err in excel_errors:
if err in cell.value:
location = f"{sheet_name}!{cell.coordinate}"
error_details[err].append(location)
total_errors += 1
break
result = {
"status": "success" if total_errors == 0 else "errors_found",
"total_errors": total_errors,
"error_summary": {},
}
for err_type, locations in error_details.items():
if locations:
entry = {"count": len(locations), "locations": locations[:MAX_LOCATIONS]}
if len(locations) > MAX_LOCATIONS:
entry["locations_truncated"] = len(locations) - MAX_LOCATIONS
result["error_summary"][err_type] = entry
wb.close()
wb_formulas = load_workbook(filename, data_only=False)
formula_count = 0
for sheet_name in wb_formulas.sheetnames:
ws = wb_formulas[sheet_name]
if not hasattr(ws, "iter_rows"):
continue
for row in ws.iter_rows():
for cell in row:
if (
cell.value
and isinstance(cell.value, str)
and cell.value.startswith("=")
):
formula_count += 1
wb_formulas.close()
result["total_formulas"] = formula_count
return result
except Exception as e:
return {"error": str(e)}
def main():
args = [a for a in sys.argv[1:] if a != "--force"]
force = "--force" in sys.argv[1:]
if not args:
print("Usage: python recalc.py <excel_file> [timeout_seconds] [--force]")
print("\nRecalculates all formulas in an Excel file using LibreOffice")
print("\nReturns JSON with error details:")
print(" - status: 'success' or 'errors_found'")
print(" - total_errors: Total number of Excel errors found")
print(" - total_formulas: Number of formulas in the file")
print(" - error_summary: Breakdown by error type with locations")
print(" - #VALUE!, #DIV/0!, #REF!, #NAME?, #NULL!, #NUM!, #N/A")
print("\nOn any failure the JSON has an 'error' key and no 'status'.")
print("--force recalculates even when it would destroy external links.")
sys.exit(1)
filename = args[0]
timeout = int(args[1]) if len(args) > 1 else 30
result = recalc(filename, timeout, force=force)
print(json.dumps(result, indent=2))
sys.exit(1 if "error" in result else 0)
if __name__ == "__main__":
main()