What makes Clean Log Toolkit notable?

954 downloads. Trust evidence available

How should Clean Log Toolkit be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Clean Log Toolkit

Local log file inspection and analysis toolkit. Parse common log formats (apache-common, apache-combined, nginx-access, syslog, JSON-line) or custom regex wi... Skill: Clean Log Toolkit Owner: gopendrasharma89-tech Summary: Local log file inspection and analysis toolkit. Parse common log formats (apache-common, apache-combined, nginx-access, syslog, JSON-line) or custom regex wi... Tags: agent:0.2.0, apache:0.2.0, errors:0.2.0, follow:0.2.0, grep:0.2.0, json-line:0.1.0, latest:0.2.0, live:0.2.0, log:0.2.0, nginx:0.2.0, observability:0.2.0, parse:0.2.0, stdlib:0.2.0, syslog:0

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

954

Updated

Oct 12, 2026

Version

0.2.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 954 downloads reported by the source. Last updated 10/12/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 12, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 12, 2026
Adoption signal: 954 downloadsadoption · observed Oct 12, 2026
Latest release: 0.2.0release · observed Jun 4, 2026
Handshake status: UNKNOWNsecurity

What changed

Newest first. Only changes that point at a source are listed.

Release 0.2.0release
v0.2.0: Add scripts/follow.py - tail -F equivalent for live log monitoring, log-aware. Streams new lines as they arrive with the same --pattern / --not-pattern / --level / --since filters as grep.py. Automatic log-rotation detection (inode change or file truncation triggers transparent reopen). --max-events N exits cleanly after N matched events (CI-friendly), --timeout SECONDS exits on inactivity, --json emits per-line JSON envelopes with extracted timestamp + level. Closes the only documented limitation from v0.1.x ('It does not tail/follow live log files').
Observed Jun 4, 2026 · source

Install and run

Setup complexity: low.

clawhub skill install s17cp87fy279ggwne1mqcb6675843tdy:clean-log-toolkit

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-gopendrasharma89-tech-clean-log-toolkit/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

39,557 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: clean-log-toolkit
description: Local log file inspection and analysis toolkit. Parse common log formats (apache-common, apache-combined, nginx-access, syslog, JSON-line) or custom regex with named groups into structured TSV/CSV/JSONL. Aggregate errors by level and time bucket (minute/hour/day), surface the most common error groups via fingerprint normalization, and produce JSON/Markdown/CSV reports. Grep log lines with optional time-window (--since/--until), level filter, named-group regex, and -B/-A/-C context lines. Pure Python 3 standard library, no third-party dependencies, no remote calls.
license: MIT
metadata: {"openclaw":{"requires":{"bins":["python3"]},"primaryEnv":null,"homepage":"https://clawhub.ai/gopendrasharma89-tech/clean-log-toolkit"}}
---

# clean-log-toolkit

v0.2.0

A small, honest local toolkit for the work agents end up doing constantly: read a log someone sent you, figure out the format, find the actual problems, and produce a summary you can paste into a ticket. Built on Python 3 standard library only. No `awk`/`sed`/`jq` wrappers, no pip installs, no remote calls.

This skill is the third of the "clean-*" trio:
- [`clean-csv-toolkit`](https://clawhub.ai/gopendrasharma89-tech/clean-csv-toolkit) — structured tabular data
- [`clean-text-toolkit`](https://clawhub.ai/gopendrasharma89-tech/clean-text-toolkit) — unstructured text
- **`clean-log-toolkit`** — semi-structured timestamped logs

## What this skill does

- `scripts/parse.py` — parse a log file into structured rows. Auto-detects `apache-common`, `apache-combined`, `nginx-access`, `syslog`, and `json-line` formats by sniffing the first ~50 lines. Falls back to a generic timestamp + level + message extractor when nothing matches. Pass `--regex PATTERN` with named groups to define a custom format. Output as `.csv`, `.tsv`, or `.jsonl`.
- `scripts/errors.py` — aggregate the errors in a log file. Counts by level (WARN / ERROR / FATAL by default), buckets the timeline by minute / hour / day, normalizes each message into a "fingerprint" (replaces numbers, UUIDs, hex tokens, file:line pairs, and embedded timestamps with placeholders) and surfaces the top-N most frequent error groups. Writes a JSON / Markdown / CSV report or prints a one-screen summary.
- `scripts/grep.py` — grep, but log-aware. Combine `--pattern REGEX`, `--not-pattern REGEX`, `--level LVL[,LVL2...]`, `--since TIMESTAMP`, `--until TIMESTAMP`, and `-B / -A / -C` context lines into one filter pass.
- `scripts/follow.py` (NEW in v0.2.0) — `tail -F` equivalent, log-aware. Streams new lines as they arrive with the same `--pattern` / `--not-pattern` / `--level` / `--since` filters as `grep.py`. Detects log rotation automatically (inode change or file truncation reopens the file). `--max-events N` exits cleanly after N matched events (CI-friendly); `--timeout SECONDS` exits on inactivity; `--json` emits per-line envelopes with extracted timestamp + level.
- `scripts/check_deps.sh` — verify `python3` is avail

_meta.json

{
  "ownerId": "kn7fkwsa5knkdkkachj1p7rwr9843xts",
  "slug": "clean-log-toolkit",
  "version": "0.2.0",
  "publishedAt": 1780595835710
}

skill-card.md

## Description:

Clean Log Toolkit helps agents inspect local log files by parsing common formats, aggregating errors, filtering by pattern, time, level, and context, following live logs, and producing structured reports without third-party dependencies or remote calls.

This skill is ready for commercial/non-commercial use.

## Publisher:

[gopendrasharma89-tech](https://clawhub.ai/user/gopendrasharma89-tech)

### License/Terms of Use:

MIT

## Use Case:

Developers, support engineers, and agents use this skill to inspect local log files, convert logs into structured outputs, find error clusters, filter incident windows by time, level, and pattern, and prepare reports for tickets or downstream analysis.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Output files can overwrite source logs or symlink aliases, which can cause data loss.

Mitigation: Use a separate output directory and confirm output paths are not the original log path or a symlink to it before running parse, grep, or error-report commands.

Risk: Generated reports can preserve sensitive raw log content.

Mitigation: Inspect and redact reports before sharing them in tickets, repositories, spreadsheets, or chat.

## Reference(s):

- [Clean Log Toolkit ClawHub skill page](https://clawhub.ai/gopendrasharma89-tech/skills/clean-log-toolkit)
- [Clean Log Toolkit ClawHub homepage](https://clawhub.ai/gopendrasharma89-tech/clean-log-toolkit)
- [Related Clean CSV Toolkit](https://clawhub.ai/gopendrasharma89-tech/clean-csv-toolkit)
- [Related Clean Text Toolkit](https://clawhub.ai/gopendrasharma89-tech/clean-text-toolkit)

## Skill Output:

**Output Type(s):** [text, markdown, JSON, CSV, TSV, JSONL, shell commands, guidance]

**Output Format:** [Plain text summaries, filtered log lines, Markdown reports, JSON reports, CSV/TSV tables, JSONL rows, and shell command examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Produces local stdout output or files at caller-provided paths; follow.py can stream matched lines as JSON envelopes.]

## Skill Version(s):

0.2.0 (source: release metadata and SKILL.md body)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

LICENSE

MIT License

Copyright (c) 2026 gopendrasharma89-tech

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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