tools-only Terminal Bench 2 Skills Index
Searchable index of 89 skills learned from Terminal Bench 2.0. Skills are available in both trajectory-only/ and trajectory-feedback/ variants.
Security & Cryptography
- break-filter-js-from-html: Bypassing HTML/JavaScript sanitization filters in security testing contexts, XSS filter bypasses, parser differentials
- crack-7z-hash: Cracking 7z archive password hashes, password recovery from encrypted archives
- feal-differential-cryptanalysis: Differential cryptanalysis attacks on FEAL and Feistel network ciphers, round key recovery
- feal-linear-cryptanalysis: Linear cryptanalysis attacks on FEAL, key recovery from plaintext-ciphertext pairs
- filter-js-from-html: Filtering JavaScript and XSS attack vectors from HTML while preserving formatting
- fix-code-vulnerability: Identifying and fixing security vulnerabilities, CVEs, CWEs, injection attacks
- git-leak-recovery: Recovering secrets from Git history, cleaning sensitive data from repositories
- model-extraction-relu-logits: Extracting weight matrices from black-box ReLU neural networks
- password-recovery: Digital forensics, recovering passwords from disk images and deleted files
- sanitize-git-repo: Removing API keys, tokens, and credentials from codebases
- vulnerable-secret: Extracting secrets from protected/obfuscated binaries through reverse engineering
Machine Learning & AI
- bn-fit-modify: Bayesian Networks with pgmpy, structure learning, parameter fitting, do-calculus
- caffe-cifar-10: Building Caffe from source, training CIFAR-10 CNN models
- count-dataset-tokens: Counting tokens in HuggingFace datasets, tokenizer usage
- gpt2-codegolf: Minimal GPT-2 inference, BPE tokenization, checkpoint parsing
- hf-model-inference: HuggingFace model inference with Flask APIs
- llm-inference-batching-scheduler: Optimizing LLM inference request batching and scheduling
- mteb-leaderboard: Querying ML model leaderboards and embedding benchmarks
- mteb-retrieve: Text embedding retrieval with sentence transformers, semantic search
- pytorch-model-cli: Extracting PyTorch weights and reimplementing inference in C/C++
- pytorch-model-recovery: Recovering model architectures from state dictionaries, TorchScript conversion
- torch-pipeline-parallelism: PyTorch pipeline parallelism, AFAB scheduling
- torch-tensor-parallelism: Tensor parallelism, ColumnParallelLinear, RowParallelLinear
- train-fasttext: Training FastText models with size/accuracy constraints
Bioinformatics & Science
- dna-assembly: Golden Gate assembly, Gibson assembly, primer design for Type IIS enzymes
- dna-insert: Site-directed mutagenesis primers, Q5 kit, PCR-based insertion
- mcmc-sampling-stan: Bayesian MCMC sampling with RStan, hierarchical models
- protein-assembly: Designing fusion protein gBlock sequences from PDB databases
- raman-fitting: Raman spectrum peak fitting, Lorentzian/Gaussian fitting, graphene characterization
- rstan-to-pystan: Converting R-Stan code to Python-Stan (PyStan 3.x)
- sam-cell-seg: SAM-based cell segmentation, MobileSAM, mask-to-polygon conversion
Systems & Build
- build-cython-ext: Building Cython extensions, numpy compatibility issues
- build-pmars: Building pMARS (Core War simulator) from source
- build-pov-ray: Building POV-Ray raytracer from source, legacy C code
- compile-compcert: Building CompCert verified C compiler, OCaml/Coq setup
- custom-memory-heap-crash: Debugging custom memory heap crashes, use-after-free, static destruction
- fix-ocaml-gc: Debugging OCaml garbage collector, runtime C code, pointer arithmetic
- install-windows-3.11: Installing Windows 3.11 in QEMU with VNC/noVNC access
- qemu-alpine-ssh: QEMU VMs with Alpine Linux and SSH access
- qemu-startup: QEMU VM configuration, serial console, telnet access
Image & Video Processing
- chess-best-move: Analyzing chess positions from images, piece detection, move calculation
- code-from-image: Extracting code/pseudocode from images using OCR
- extract-moves-from-video: Extracting text commands from video recordings using OCR
- path-tracing: Implementing path tracers and ray tracers, image reconstruction
- path-tracing-reverse: Reverse engineering graphics rendering programs from binaries
- video-processing: Video analysis, frame-level event detection with OpenCV
Git & Version Control
- configure-git-webserver: Git repositories with automatic web deployment via post-receive hooks
- fix-git: Recovering lost commits, resolving detached HEAD states
- git-multibranch: Multi-branch deployment systems with SSH and web servers
Data Processing
- financial-document-processor: Processing invoices/receipts with OCR, data extraction
- large-scale-text-editing: Bulk text transformations with Vim, sed, awk
- log-summary-date-ranges: Log file analysis, aggregating counts by date and severity
- multi-source-data-merger: Merging data from JSON, CSV, Parquet, XML sources
- reshard-c4-data: Data resharding, redistributing files across directories
Web & Infrastructure
- kv-store-grpc: gRPC-based key-value store services in Python
- mailman: Mailing list servers with Postfix and Mailman3
- nginx-request-logging: Nginx configuration, custom logging, rate limiting
- openssl-selfsigned-cert: Self-signed SSL/TLS certificates with OpenSSL
- pypi-server: Local PyPI servers for hosting Python packages
Databases
- db-wal-recovery: Recovering data from SQLite WAL files, corrupted databases
- query-optimize: SQL query optimization, query plan analysis
- sqlite-db-truncate: Recovering data from corrupted/truncated SQLite files
- sqlite-with-gcov: Compiling SQLite with gcov code coverage
Embedded & Low-Level
- circuit-fibsqrt: Combinational/sequential logic circuits, gate-level descriptions
- extract-elf: Parsing ELF binaries, extracting memory contents
- make-doom-for-mips: Cross-compiling C programs for embedded MIPS environments
- make-mips-interpreter: Building MIPS interpreters/emulators, ELF loaders
Mathematics & Optimization
- adaptive-rejection-sampler: Adaptive Rejection Sampling algorithms
- constraints-scheduling: Constraint-based scheduling, calendar conflict resolution
- distribution-search: Finding probability distributions satisfying statistical constraints
- largest-eigenval: Optimizing eigenvalue computations, beating numpy/scipy
- portfolio-optimization: High-performance portfolio optimization with C extensions
Python & Async
- cancel-async-tasks: Asyncio task cancellation, signal handling, graceful shutdown
- headless-terminal: Headless terminal interfaces, pseudo-terminal wrappers
- modernize-scientific-stack: Migrating Python 2 scientific code to Python 3
Languages & Compilers
- cobol-modernization: Converting COBOL to modern languages (Python, Java)
- polyglot-c-py: Creating polyglot files valid in both Python and C
- polyglot-rust-c: Creating polyglot source files for Rust and C/C++
- prove-plus-comm: Coq proofs, induction, arithmetic lemmas
- schemelike-metacircular-eval: Metacircular evaluators, Scheme interpreters
Games & Simulations
- regex-chess: Generating chess moves using only regex pattern matching
- tune-mjcf: Optimizing MuJoCo MJCF files for simulation performance
- winning-avg-corewars: Developing CoreWars warriors, Redcode assembly
Text & Documents
- gcode-to-text: Extracting text from GCODE files by analyzing toolpath geometry
- overfull-hbox: Fixing LaTeX overfull hbox warnings with synonym replacement
- sparql-university: SPARQL queries against RDF/Turtle datasets
- write-compressor: Implementing encoders compatible with existing decoders
Other
- merge-diff-arc-agi-task: ARC-AGI pattern recognition with git operations
- regex-log: Complex regex for log parsing with validation constraints