117 tagged llm agents, measured the same way as everything else here.
Browse within: agent-memory 17autonomous-research 13ai-for-science 12Self-Improving Agents 11agent-harness 11citation-verification 11context-engineering 11harness-engineering 11multi-agent-debate 11openclaw 11paper-generation 11skill-optimization 11data-analysis 10instruments 10
Agent
FBA simulation agent. Runs standard FBA, parsimonious FBA, Flux Variability Analysis, and gene/reaction knockout simulations using COBRApy. Use after a validated metabolic model is available and the user wants to compute growth rates, flux distributions, or knockout phenotypes.
Agent
Metabolic flux analysis agent. Performs gene essentiality analysis, phenotypic phase plane construction, flux sampling, and subsystem-level pathway analysis. Use after FBA simulations are complete and the user wants deeper phenotypic characterisation or to identify metabolic engineering targets.
Agent
Metabolic phenotype interpretation and publication figure agent. Compares wild-type vs. mutant flux distributions, predicts maximum theoretical product yields, identifies metabolic bottlenecks, and generates publication-quality metabolic maps and charts. Use after flux analysis is complete and the user needs…
Agent
Research a company from its URL or description to infer Stripe Connect integration shape.
Agent
Periodic consolidation pass — fold narrow agent-created skills into class-level umbrellas. Proposes intents only, never writes to disk.
Agent
Distill a finished episode into skill changes aligned with the existing library. Compare-first preference, generation stays open; proposes intents only, never writes to disk.
Agent Claude Code
Reviewer role in the FigMirror loop. Audits a draft figure against the L1 reference image, L2 aesthetic library, and optional 3D insert; outputs ONE strict JSON object (anchor.whatisright + qualityfloor + fidelity.verdict + focusthemes). Vision-only audit — must NOT read data.txt, drawer notes, or any path outside the…
Agent Claude Code
Drawer role in the FigMirror loop. Produces a self-contained matplotlib script + rendered PNG + iter notes that match a reference paper figure's STYLE (not its data). Reads the reference image, the user's data, the L2 aesthetic library, and optional 3D insert; runs an iter-0 anchor-measurement pass; self-checks the…
Agent Claude Code
Stage-0 image cropper for FigMirror. Cleans the user-supplied reference screenshot before Drawer/Reviewer style analysis by preserving the raw upload, cropping away captions/page text/screenshot margins/neighboring panels when safe, writing referenceclean.png plus a before/after crop check and report. Dispatched…
Agent Cursor
Score, diagnose, and gate a research report draft for grounded-review. Prefer a model different from the writer when available.
Agent Cursor
Apply reviewer-approved repairs to the research report draft for grounded-review while preserving substance.
Agent
Investigate bugs, failing tests, and broken behavior when root cause must be proven before code is changed.
Agent
Adversarial multi-dimensional code review — security, performance, correctness, spec compliance, maintainability. Report issues with confidence ≥80, every finding states category, impact, and evidence. Runs after component-builder in BUILD workflows.
Agent
Find silent failures in code — empty catches, log-only error handlers, discarded errors, generic error messages, swallowed exceptions. Zero tolerance for error handling that hides bugs. Runs in parallel with code-reviewer during BUILD workflows.
Agent
PR merge gate for skill-repo PRs. Runs the offline static check, produces a rubric score, posts the verdict as a Forgejo PR comment, and returns APPROVE or REQUESTCHANGES to the dispatching reviewer. Use only from skillhone-evaluation's reviewer flow, never from developer self-check.
Agent
Analyzes probe evaluation results and creates a single focused Forgejo issue describing the highest-impact failure pattern to fix next.
Agent
You are the Deduper. You receive validated Q/A candidates from many seeds and produce the final benchmark set by removing structural duplicates and near-collisions. This is where "variety" stops being a per-seed concern and becomes a corpus-level concern.
Agent Claude Code
Use this agent when the user wants to prepare a pull request, review changes before PR submission, generate PR descriptions, or validate that code changes are ready for merge. Examples:\n\n \nContext: User has finished implementing a feature and wants to create a PR.\nuser: "I'm done with the auth feature, prepare it…
Agent
Fix validation errors in generated task configurations and evaluator functions.
Agent
Judge whether a generated verifiable task can be checked correctly by its evaluator. This agent is semantic: rule validators handle schema, imports, and basic signatures; the judge decides whether the evaluator actually measures the instruction.
Agent
Validate and merge generated task files and custom functions into the official directories.
Agent Cursor
Run all CI checks locally and systematically fix any failures. Replicates GitHub workflow validations.
Agent Cursor
Debugging specialist for errors and test failures. Use when encountering issues.
Agent Cursor
Validates completed work. Use after tasks are marked done to confirm implementations are functional.