Topic: developer-tools
13,276 skills in this topic.
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log-analysis
Multi-source log correlation across auth.log, syslog, journald, application logs, and web access logs with pattern detection for brute force, privilege escalation, and lateral movement
jmagly/aiwg 107
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forensics-profile
Build target system profile via SSH or cloud API enumeration
jmagly/aiwg 107
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curate
jmagly/aiwg 107
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Quality Filtering
Accept/reject logic and quality scoring heuristics for media content
jmagly/aiwg 107
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research-archive
Package research artifacts for long-term archival
jmagly/aiwg 107
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ioc-extraction
Extract, classify, deduplicate, and enrich IOCs from investigation artifacts; map to STIX 2.1 observables
jmagly/aiwg 107
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Metadata Tagging
opustags and ffmpeg patterns for applying metadata to audio and video files
jmagly/aiwg 107
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forensics-investigate
Full multi-agent investigation workflow
jmagly/aiwg 107
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research-document
Generate summaries and literature notes from research papers
jmagly/aiwg 107
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induct-research
Induct research sources into a research repository. Point at an issue, a single file, a directory of papers, or a URI and the skill reads, annotates, and files structured induction tasks — one per source. Similar to address-issues but for research corpora instead of code backlogs.
jmagly/aiwg 107
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forensics-timeline
Build correlated event timeline from multiple sources
jmagly/aiwg 107
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Audio Extraction
ffmpeg patterns for extracting audio from video files and transcoding between formats
jmagly/aiwg 107
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gap-documentation
jmagly/aiwg 107
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memory-forensics
Volatility 3 memory forensics workflows covering acquisition with LiME and WinPmem, and structured analysis using Volatility 3 plugin reference
jmagly/aiwg 107
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audience-synthesis
jmagly/aiwg 107
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forensics-hunt
Threat hunt using Sigma rules against log sources
jmagly/aiwg 107
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research-quality
Assess source quality using GRADE methodology
jmagly/aiwg 107
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cloud-forensics
AWS, Azure, and GCP forensic investigation covering audit logs, IAM review, storage access, network flows, and compute instance forensics
jmagly/aiwg 107
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supply-chain-forensics
SBOM analysis, build pipeline forensics, and dependency verification covering package integrity, build reproducibility, and CI/CD pipeline tampering
jmagly/aiwg 107
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check-completeness
jmagly/aiwg 107
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YouTube Acquisition
yt-dlp patterns for acquiring content from YouTube and video platforms
jmagly/aiwg 107
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analyze-artist
jmagly/aiwg 107
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research-status
Show research corpus health and statistics
jmagly/aiwg 107
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acquire
Download media from discovered sources with format selection and progress tracking
jmagly/aiwg 107