Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Youngmaidainon/Agent-Level-Up --skill building-incident-timeline-with-timesketchgit clone --depth 1 https://github.com/Youngmaidainon/Agent-Level-UpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/youngmaidainon/agent-level-up/building-incident-timeline-with-timesketch)<a href="https://agentmods.dev/skills/youngmaidainon/agent-level-up/building-incident-timeline-with-timesketch"><img src="https://agentmods.dev/badge/skills/youngmaidainon/agent-level-up/building-incident-timeline-with-timesketch/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/youngmaidainon/agent-level-up/building-incident-timeline-with-timesketch"><img src="https://agentmods.dev/badge/skills/youngmaidainon/agent-level-up/building-incident-timeline-with-timesketch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00075 | $0.02239 |
| Opus 5 | $0.00037 | $0.01120 |
| Sonnet 5 | $0.00015 | $0.00448 |
| Haiku 4.5 | $0.00007 | $0.00224 |
Grade B, and why
building-incident-timeline-with-timesketch scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
sudo docker compose up -d This is a copy
94% identical to building-incident-timeline-with-timesketch — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 273 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Building Incident Timeline with Timesketch
Overview
Timesketch is an open-source collaborative forensic timeline analysis tool developed by Google that enables security teams to visualize and analyze chronological data from multiple sources during incident investigations. It ingests logs and artifacts from endpoints, servers, and cloud services, normalizes them into a unified searchable timeline, and provides powerful analysis capabilities including built-in analyzers, tagging, sketch annotations, and story building. Timesketch integrates with Plaso (log2timeline) for artifact parsing and supports direct CSV/JSONL ingestion for rapid timeline construction during active incidents.
When to Use
- When deploying or configuring building incident timeline with timesketch capabilities in your environment
- When establishing security controls aligned to compliance requirements
- When building or improving security architecture for this domain
- When conducting security assessments that require this implementation
Prerequisites
- Familiarity with incident response concepts and tools
- Access to a test or lab environment for safe execution
- Python 3.8+ with required dependencies installed
- Appropriate authorization for any testing activities
Architecture and Components
Core Components
- Timesketch Server: Web application with REST API for timeline management
- OpenSearch/Elasticsearch: Backend storage and search engine for timeline events
- PostgreSQL: Metadata storage for sketches, stories, and user data
- Redis: Task queue management for background processing
- Celery Workers: Asynchronous processing of timeline uploads and analyzers
Data Flow
Evidence Sources --> Plaso/log2timeline --> Plaso storage file (.plaso)
| |
v v
CSV/JSONL --> Timesketch Importer --> OpenSearch Index
|
v
Timesketch Web UI
(Search, Analyze, Story)
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 273 lines · 75 tokens per session scan B 342cd677f525
building-incident-timeline-with-timesketch is a skill published in the GitHub repository Youngmaidainon/Agent-Level-Up (3 stars, last pushed 18d ago), licensed MIT. It adds 75 tokens to every session and 2,239 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). It is 94% identical to building-incident-timeline-with-timesketch, differing in 6 lines, and is treated as a copy.
Other skills, from other repositories
building-incident-timeline-with-timesketch
Build collaborative forensic incident timelines using Timesketch to ingest, normalize, and analyze multi-source event data for attack chain reconstruction and investigation documentation.
building-incident-timeline-with-timesketch
Build collaborative forensic incident timelines using Timesketch to ingest, normalize, and analyze multi-source event data for attack chain reconstruction and investigation documentation.
building-incident-timeline-with-timesketch
Build collaborative forensic incident timelines using Timesketch to ingest, normalize, and analyze multi-source event data for attack chain reconstruction and investigation documentation.
building-super-timelines-with-plaso
Generate log2timeline and Plaso super-timelines and triage them in Timesketch.
analyzing-windows-amcache-artifacts
Parses and analyzes the Windows Amcache.hve registry hive to extract evidence of program execution, application installation, and driver loading for digital forensics investigations. Uses Eric Zimmerman's AmcacheParser and Timeline Explorer for artifact extraction, SHA-1 hash correlation with threat intel, and…
update-llms
Updates the llms.txt file to reflect changes in documentation. Use when editing repository details or specifications. For creating from scratch, see create-llms.