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What's on the bench.

5,040
Artifacts
26
Industries
0
Reads / week

All artifacts

322
Industry
AGENT▲0

Article Analyzer

Analyzes markdown files using pre-parsed structural data and LLM inference to extract knowledge graph nodes and edges (entities, claims, implicit relationships, topic clustering).

ai-prompt-engineering+2
⊙ 0
AGENT▲0

Architecture Analyzer

Analyzes a codebase's file structure, summaries, and import relationships to identify logical architectural layers and assign every file to exactly one layer.

software-engineering+1
⊙ 0
AGENT▲0

6 Test Generator

Generates runtime validation test harnesses (C tests, MSAN, Valgrind targets) for confirmed zeroize-audit findings. Produces a Makefile for automated test execution.

cybersecurity-soc+1
⊙ 0
AGENT▲0

5c Poc Verifier

Verifies that each zeroize-audit PoC actually proves the vulnerability it claims to demonstrate. Reads PoC source code, finding details, and original source to check alignment between the PoC and the finding. Produces poc_verification.json consumed by the orchestrator.

cybersecurity-soc+1
⊙ 0
AGENT▲0

5b Poc Validator

Compiles and runs all PoCs for zeroize-audit findings. Produces poc_validation_results.json consumed by the verification agent and the orchestrator.

cybersecurity-soc+1
⊙ 0
AGENT▲0

5 Poc Generator

Crafts bespoke proof-of-concept programs demonstrating that zeroize-audit findings are exploitable. Reads source code and finding details to generate tailored PoCs — each PoC is individually written, not templated. Each PoC exits 0 if the secret persists or 1 if wiped. Mandatory for every finding.

cybersecurity-soc+1
⊙ 0
AGENT▲0

4 Report Assembler

Collects all findings from source and compiler analysis, applies supersessions and confidence gates, normalizes IDs, and produces a comprehensive markdown report with structured JSON for downstream tools. Supports dual-mode invocation: interim (findings.json only) and final (merge PoC results, produce final-report.md).

cybersecurity-soc
⊙ 0
AGENT▲0

3b Rust Compiler Analyzer

Performs crate-level MIR and LLVM IR analysis for Rust in zeroize-audit. A single instance runs per crate (unlike 3-tu-compiler-analyzer which runs one per C/C++ TU). Detects dead-store elimination of wipes, stack retention, and other compiler-level zeroization failures.

cybersecurity-soc+1
⊙ 0
AGENT▲0

3 Tu Compiler Analyzer

Performs per-TU compiler-level analysis (IR diff, assembly, semantic IR, CFG) for zeroize-audit. One instance runs per translation unit, enabling parallel execution across TUs.

cybersecurity-soc+1
⊙ 0
AGENT▲0

2b Rust Source Analyzer

Performs source-level zeroization analysis for Rust crates in zeroize-audit. Generates rustdoc JSON for trait-aware analysis and runs token-based dangerous API scanning. Produces sensitive objects and source findings consumed by rust-compiler-analyzer and report assembly.

cybersecurity-soc+1
⊙ 0
AGENT▲0

2 Source Analyzer

Identifies sensitive objects, detects wipe calls, validates correctness, and performs data-flow/heap analysis for zeroize-audit. Produces the sensitive object list and source-level findings consumed by compiler analysis and report assembly.

cybersecurity-soc+1
⊙ 0
AGENT▲0

1 MCP Resolver

Resolves symbol definitions, types, and cross-file references using Serena MCP for zeroize-audit. Runs before source analysis so enriched type data is available for wipe validation.

cybersecurity-soc+1
⊙ 0
AGENT▲0

0 Preflight

Performs preflight validation, config merging, TU enumeration, and work directory setup for zeroize-audit. Produces merged-config.yaml, preflight.json, and orchestrator-state.json.

cybersecurity-soc+1
⊙ 0
AGENT▲0

Workflow Skill Reviewer

Reviews workflow-based Claude Code skills for structural quality, pattern adherence, tool assignment correctness, and anti-pattern detection. Use when auditing an existing skill or validating a newly created skill before submission.

software-engineering
⊙ 0
AGENT▲0

Semgrep Scanner

Executes Semgrep CLI scans for a specific language category and produces SARIF output. Spawned by the semgrep skill as a parallel worker — one agent per detected language.

cybersecurity-soc+1
⊙ 0
AGENT▲0

Spec Compliance Checker

Performs full specification-to-code compliance analysis for blockchain audits. Use when verifying that smart contract implementations correctly match their formal specifications or whitepapers.

cybersecurity-soc+1
⊙ 0
AGENT▲0

Sharp Edges Analyzer

Evaluates APIs, configurations, and library interfaces for misuse resistance and footgun potential. Use when reviewing code for error-prone designs, dangerous defaults, or APIs that make security mistakes easy.

cybersecurity-soc+1
⊙ 0
AGENT▲0

Poc Builder

Creates proof-of-concept exploits (pseudocode, executable, and unit tests) demonstrating a verified vulnerability, plus negative PoCs showing exploit preconditions. Spawned by fp-check during Phase 4 verification.

cybersecurity-soc
⊙ 0
AGENT▲0

Exploitability Verifier

Verifies whether a suspected vulnerability is actually exploitable by proving attacker control, mathematical bounds, and race condition feasibility. Spawned by fp-check during Phase 2 verification.

cybersecurity-soc+1
⊙ 0
AGENT▲0

Data Flow Analyzer

Analyzes data flow from source to vulnerability sink, mapping trust boundaries, API contracts, environment protections, and cross-references. Spawned by fp-check during Phase 1 verification.

cybersecurity-soc+1
⊙ 0
AGENT▲0

Dimension Discoverer

Discovers dimensional vocabulary for codebases by analyzing naming conventions and protocol patterns

software-engineering+1
⊙ 0
AGENT▲0

Adversarial Modeler

Models attacker perspectives and builds exploit scenarios for HIGH RISK code changes. Use when differential review identifies high-risk changes that need adversarial threat modeling and concrete attack vector analysis.

cybersecurity-soc+1
⊙ 0
AGENT▲0

C Review Worker

Runs one assigned c-review cluster task and writes finding files to the run's output directory. Spawned by the c-review skill orchestrator only.

cybersecurity-soc+1
⊙ 0
AGENT▲0

C Review Fp Judge

Second-stage judge in the c-review pipeline. Runs after dedup-judge on merged primaries only. Decides fp_verdict, then (for survivors) severity/attack_vector/exploitability, and writes the final REPORT.md + REPORT.sarif. Spawned by the c-review skill orchestrator only.

cybersecurity-soc+1
⊙ 0

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