Coding & Dev Tools

autohandai-community-skills Bundle

Analyze Windows Shellbag registry artifacts to reconstruct folder browsing activity, detect access to removable media and network shares, and establish user interaction with directories even after deletion using SBECmd and ShellBags Explorer.

autohandai-community-skills Bundle

Detect unauthorized modifications to running containers by monitoring for binary execution drift, file system changes, and configuration deviations from the original container image.

autohandai-community-skills Bundle

Detect WMI-based lateral movement by analyzing Windows Event ID 4688 process creation and Sysmon Event ID 1 for WmiPrvSE.exe child process patterns, remote process execution, and WMI event subscription persistence.

sboghossian-mini-claude-for-legal Skill

Use when a new user begins onboarding for a legal AI assistant and the system must determine whether to serve them as a consumer (B2C) or as a legal professional (B2B) — and fork the entire experience accordingly. Defines the detection signals, the fork logic, the persona assigned to each path, and the override mechanism. This skill is the gateway to all persona-specific onboarding, messaging, feature access, and pricing presentation.

sboghossian-mini-claude-for-legal Skill

Use when the audience is a lawyer, partner, or in-house client who needs the bottom line before the analysis — the BLUF (Bottom Line Up Front) format. Leads with a one-sentence conclusion, then a 3–5 bullet executive summary, then the full analysis. Apply as the default structure for substantive legal analysis responses and memos in a legal AI product.

sboghossian-mini-claude-for-legal Skill

Use when a compliance officer, legal team, or external adviser needs to map an organization's current compliance posture against applicable regulatory frameworks — identifying gaps, quantifying severity, and recommending remediation. Covers AML/KYC (FATF 40 Recommendations + Travel Rule), sanctions (OFAC, UN, EU, MENA national lists), data protection (GDPR, KSA PDPL, UAE PDPL, Bahrain, Egypt), anti-bribery (FCPA, UK Bribery Act, MENA laws), ESG/disclosure, and sector-specific frameworks (banking, fintech, insurance, healthcare). Outputs a structured gap register with severity tiers.

sboghossian-mini-claude-for-legal Skill

Use when a drafter or reviewer needs to verify that all defined terms in a contract are used consistently with their definitions — checking for term drift, singular/plural mismatches, inline contradictions, buried central concepts, and capitalization inconsistencies. Pairs with cross-reference-integrity for a complete drafting QC pass on any long-form commercial contract.

sboghossian-mini-claude-for-legal Skill

Use when a user faces a blank surface — a new chat, an empty document editor, a matter with no files, or a first-time session — and needs curated starter suggestions to overcome cold-start friction. Suggestions are matched to the user's role, jurisdiction, and recent activity context. Invoked automatically on empty-state render. Reduces abandonment from users who don't know where to start.

sboghossian-mini-claude-for-legal Skill

Use when a user wants to draft or review a lease agreement and Claude must collect the minimum viable inputs before generating the document. Triggers on requests to prepare a tenancy agreement, lease contract, or rental arrangement for residential, commercial, or industrial premises. Covers MENA registration regimes (Dubai Ejari, Abu Dhabi Tawtheeq, KSA Ejar, Lebanon) and common-law equivalents (DIFC, ADGM, UK).

sboghossian-mini-claude-for-legal Skill

Use when preparing an incorporation package for an Abu Dhabi Global Market (ADGM) company. Covers ADGM Registrar process, private company (LTD) structure, ARES authorized representative requirements, common-law jurisdiction and ADGM Courts, minimum USD 50K capital, strong digital-asset / crypto regulatory framework (FSRA), office space options, data-protection requirements (ADGM DPR 2021), and the key distinction from DIFC as a competing free-zone jurisdiction.

sboghossian-mini-claude-for-legal Skill

Use when preparing an incorporation package for a Dubai International Financial Centre (DIFC) company. Covers DIFC Authority application, DIFC standard-form Articles, director/shareholder KYC, USD 50K minimum capital for LTD, 0% tax for QFZP qualifying activities, DIFC Courts jurisdiction, 4–6 week timeline, and why DIFC is the standard MENA jurisdiction for VC-backed tech and financial services. Distinguishes from ADGM (Abu Dhabi) and UAE mainland.

gptomics Bundle

Unsupervised clustering and cell-type identification for high-dimensional flow, spectral, and mass cytometry - FlowSOM, PhenoGraph, FlowSOM-via-CATALYST, with UMAP/tSNE for visualization. Covers the type-vs-state marker distinction (cluster on lineage, test state within clusters), over-provision-then-metacluster, the Weber-Robinson benchmark, seed dependence and metacluster stability, why embeddings are for looking not measuring, and median-heatmap annotation/merging. Use when discovering populations without predefined gates, choosing a clustering algorithm, selecting the number of metaclusters, or annotating clusters into cell types.

gptomics Bundle

Transfers gene annotations between genome assemblies via coordinate liftover (UCSC liftOver, CrossMap for same-species version updates) or feature/sequence projection (Liftoff for same/close species, miniprot for protein-level cross-species, TOGA/GeMoMa/CAT for distant clades). Covers the coordinate-vs-projection decision by divergence, why a successful lift is not biological confirmation, reference bias, the silent-dropping of unmapped features, build/PAR/MHC/inversion hazards, and transfer-vs-de-novo validation. Use when annotating a new assembly of a species with an existing reference, harmonizing coordinates across builds, or mapping annotations across related species.

gptomics Bundle

Tracks ctDNA across serial liquid-biopsy timepoints for molecular residual disease (MRD) and treatment-response monitoring, treating MRD as a binary integrated detection call across the patient's full variant set (with a defined LoD95 and per-sample specificity) rather than a per-timepoint VAF threshold, and handling undetectable samples as left-censored at the per-sample limit of detection rather than true zeros. Covers tumor-informed bespoke vs tumor-naive design, landmark vs surveillance sampling, molecular-response definitions and their non-standardization, censoring-aware clearance kinetics, and the multiple-testing structure of repeated surveillance. Use when monitoring ctDNA during therapy, calling molecular relapse before imaging, or estimating clearance half-life from serial samples.

gptomics Bundle

Turns a shotgun profiler table (MetaPhlAn relative abundance, Bracken counts, HUMAnN function tables) into honest figures and defensible community statistics with phyloseq, vegan, microViz, and Python. Covers why an ordination/bar/diversity number is a modeling choice that can manufacture a result, the MetaPhlAn-percent-vs-Bracken-counts fork that decides everything, CLR/Aitchison vs Bray-Curtis, Hill numbers and why shotgun richness is a database readout, pairing PERMANOVA with betadisper, and the multi-tool differential-abundance consensus. Use when plotting taxonomic/functional profiles, computing alpha/beta diversity, running ordination/PERMANOVA, or testing differential abundance. For amplicon/QIIME2 stats see the microbiome category; for compositional theory see abundance-estimation.

gptomics Bundle

Select restriction enzymes for cloning or diagnostics using Biopython Bio.Restriction. Finds enzymes by cut frequency, overhang type, recognition-site length, commercial availability, compatible ends, and methylation sensitivity, and identifies isoschizomers and compatible pairs. Use when choosing which enzymes to use to linearize a vector, drop in an insert, set up a diagnostic digest, or pick a methylation-insensitive enzyme.

gptomics Bundle

Maps protein-protein and protein-ligand interfaces with Bio.PDB, computing contact residues and buried surface area (BSA). Use when choosing a contact cutoff and stating its rationale (heavy-atom 4-5A vs CA-CA 8A vs a SASA-based definition); deciding a contact list is not an interface and computing buried surface area (dSASA/BSA) instead; distinguishing a genuine biological interface from a crystal-packing artifact; identifying ligand-contact or epitope residues; and computing on the biological assembly rather than the asymmetric unit. Keywords interface, buried surface area, BSA, contacts, NeighborSearch, PISA, crystal packing, epitope, binding site, ShrakeRupley.

gptomics Bundle

Clusters temporally variable genes by expression-profile SHAPE (not significance) using Mfuzz fuzzy c-means, TCseq, DEGreport degPatterns, and tslearn DTW/soft-DTW. Use when grouping pre-selected time-course genes into shared trajectory programs (co-expression modules), choosing between soft vs hard clustering, picking k, selecting a distance metric (Euclidean/correlation/DTW), or interpreting clusters with per-cluster enrichment. Requires temporally variable genes selected FIRST (differential-expression/timeseries-de or a variance filter); clustering is descriptive and downstream of selection, never a test of which genes are dynamic.

gptomics Bundle

Left-align and trim indels to parsimonious canonical form, decompose MNPs (atomize), and split multiallelic variants with bcftools norm. Use when comparing variants across callers or cohorts, preparing a VCF for database annotation or ClinVar/dbSNP matching, merging VCFs, reconciling vt-vs-bcftools representation discordance, or resolving the VCF-left-align vs HGVS-3'-rule clash.

freedomintelligence Bundle

Extract and analyze mutational signatures from somatic variants using SigProfiler or MutationalPatterns to characterize mutagenic processes. Use when identifying DNA damage mechanisms or etiology in cancer genomes.

freedomintelligence Bundle

Test whether two traits share a causal variant at a genomic locus using Bayesian colocalization with coloc. Computes posterior probabilities for shared vs distinct causal variants between GWAS and eQTL signals. Use when determining if a GWAS signal and an eQTL share the same causal variant.

freedomintelligence Bundle

Comprehensive variant filtering including GATK VQSR, hard filters, bcftools expressions, and quality metric interpretation for SNPs and indels. Use when filtering variants using GATK best practices.

ericgrill Bundle

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

sboghossian-mini-claude-for-legal Skill

Use when a user asks about Lebanese tax law, income tax, VAT, withholding obligations, stamp duty, or tax compliance for individuals or entities operating in Lebanon. Covers the Lebanese Income Tax Law, Built Property Tax, VAT regime, withholding tax on cross-border payments, and the practical realities of compliance in an economy operating under severe fiscal and monetary constraints since 2019.

sboghossian-mini-claude-for-legal Skill

Use when a user asks foundational questions about artificial intelligence as a field — its history, core paradigms, major techniques (supervised learning, reinforcement learning, neural networks, transformers), alignment challenges, the emergence of agents, or multimodal systems. This knowledge pack provides a structured reference for legal professionals and legal AI users who need to understand the technology underlying the tools they use.

sboghossian-mini-claude-for-legal Skill

Use when a matter involves international IP filing systems, WIPO treaties, the Madrid System for international trademark registration, the PCT for international patent applications, the Hague System for industrial designs, or WIPO arbitration and mediation. Covers WIPO's role as treaty administrator, key treaty membership for MENA countries, the Madrid/PCT/Hague filing procedures, WIPO UDRP domain dispute process, and the WIPO Arbitration and Mediation Center. Triggers on WIPO filing, Madrid trademark, PCT patent, Hague design, WIPO arbitration, or international IP registration questions.

sboghossian-mini-claude-for-legal Skill

Use when a user asks about Saudi Arabian tax law, zakat obligations, VAT, withholding tax, real estate transactions tax, or ZATCA compliance for any entity structure operating in or paying into the Kingdom. Covers corporate income tax, excise, transfer pricing, permanent establishment, tax treaties, and Vision 2030 incentive zones. Triggers on any KSA-jurisdiction tax or zakat question.

autohandai-community-skills Bundle

Detect webshells planted on web servers by scanning for high-entropy files, suspicious PHP/JSP/ASP patterns (eval, base64_decode, system, passthru), recently modified files in web roots, and anomalous file sizes. Uses Shannon entropy calculation to flag obfuscated payloads and regex pattern matching against known webshell signatures.

autohandai-community-skills Bundle

RSA (Rivest-Shamir-Adleman) is the most widely deployed asymmetric cryptographic algorithm, used for digital signatures, key exchange, and encryption. This skill covers generating, storing, rotating,

autohandai-community-skills Bundle

Execute and test the JWT none algorithm attack to bypass signature verification by manipulating the alg header field in JSON Web Tokens.

autohandai-community-skills Bundle

Perform forensic analysis of SQLite databases to recover deleted records from freelists and WAL files, decode encoded timestamps, and extract evidence from browser history, messaging apps, and mobile device databases.

autohandai-community-skills Bundle

Scan container images for known vulnerabilities using Anchore Grype with SBOM-based matching and configurable severity thresholds.

sboghossian-mini-claude-for-legal Skill

Use when the public-facing assistant detects that a user is a law student, recent law graduate, or academic who wants to learn about student pricing, the Justinian education mode, academic partnerships, or accessing Louis for bar exam preparation. Routes to the student program page, explains education access tiers, and connects to the Justinian pedagogical skills. Covers all jurisdictions; the MENA law student population (LB, KSA, UAE, EG, FR) is the primary target.

sboghossian-mini-claude-for-legal Skill

Use when a user wants a personalized legal-education curriculum — a structured, week-by-week study plan calibrated to their level (1L through bar candidate), target jurisdiction, practice area interests, specific weaknesses, and available time. Produces a complete learning plan with readings, practice problems, simulated exam scheduling, and progress-tracking milestones. Covers all MENA and secondary jurisdictions; P0 priority.

sboghossian-mini-claude-for-legal Skill

Use when a student submits a written legal essay, exam answer, or practice response for automated grading. Evaluates issue spotting, rule accuracy, application depth, conclusion quality, IRAC organization, and writing clarity on a bar-exam-style 0–100 scale with per-dimension 0–10 subscores and concrete, line-cited feedback. Adapts standard to student level (1L through bar candidate). Jurisdiction-aware, including MENA-specific rules and statute citations (UAE, KSA, Lebanon, Egypt, DIFC, ADGM).

sboghossian-mini-claude-for-legal Skill

Use when verifying that a contract's signature pages and execution mechanics are legally valid before or after signing. Checks signatory authority, capacity description, entity name accuracy (including Arabic), witness requirements, date consistency, counterparts clauses, cross-border authentication (apostille, legalization), e-signature validity, common seal, and page initialing requirements. Applies across MENA and international jurisdictions with jurisdiction-specific execution rules.