416 tagged harness-engineering, measured the same way as everything else here.
Browse within: claude-code-plugin 231skills 207agent 162harness 155agent-harness 125antigravity-skills 116brainstorming 116human-in-the-loop 116sdd 80context-engineering 67eval 55spec 55LLM 53agents 44
walkinglabs/learn-harness-engineering
Skill Codex
Build, audit, and improve harnesses that make AI coding agents reliable: AGENTS.md/CLAUDE.md instruction files, feature/state tracking, verification gates, scope boundaries, session handoff, memory persistence, context budgets, tool-permission safety, and multi-agent coordination. Use this whenever a coding agent is…
Skill Claude CodeCodex
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Skill Claude Code
Your capability catalog — read this at boot. Lists the temporal date-range skills and the external integrations (reached via the loopback broker) available to you as a spawned worker, and exactly how to call each. Read-only. Consult it whenever you're unsure what tools/integrations you have or how to invoke them.
Skill Codex
A Comet workflow step for turning an approved design into an implementation plan and completed code changes. Comet is the project workflow system described by the add-on.
Skill Claude CodeCodex
Use whenever datasets, cloud storage buckets, or data pipelines are mentioned — creating, saving, querying, listing, exploring, deleting, or processing data in S3, GCS, Azure Blob, or local storage. Also use when running any script that may create datasets as a side effect. Maintains a knowledge base at dc-knowledge/…
stanford-iris-lab/meta-harness
Skill Claude Code
Run one iteration of AgentHarness evolution for Terminal-Bench 2.
Skill Claude CodeCodex
Drive a native macOS app via the cua-driver CLI (default) or MCP server — snapshot its AX tree, click/type/scroll by elementindex, verify via re-snapshot. Use when the user asks you to operate, drive, automate, or perform a GUI task in a real macOS application on the host (e.g. "open a file in TextEdit", "navigate to…
hardness1020/awesome-agent-architecture
Skill Claude CodeCodex
Fill PDF form fields from a data dict.
Skill Claude CodeCodex
A recovery workflow for Exchange servers, which are systems used for organisational email and calendars. It covers planning a restoration from backups, creating a recovery job, and checking whether the service works afterward.
keli-wen/agentic-harness-patterns-skill
Skill Claude Code
A Chinese-language guide to designing the supporting systems around AI coding agents, including memory, permissions, context, delegation, reusable skills, hooks, and startup behavior.
Skill Claude Code
L1 internal review with auto-detection, design comparison, and Gate escalation path.
Skill Claude CodeCodex
Run metaharness from an Omnigent agent to optimize harness files in the current workspace. Use when a host wants the metaharness kernel without wrapping a proprietary proposer.
Prism-Shadow/deepseek-harness-book
Skill Claude CodeCodex
A writing skill that turns scattered notes from the current week into a standard weekly report.
lazyFrogLOL/Harness_Engineering
Skill Claude CodeCodex
Guidance for finding probability distributions that satisfy specific statistical constraints such as KL divergence targets, entropy requirements, or moment conditions. This skill should be used when tasks involve constructing discrete or continuous probability distributions with specified divergence measures, entropy…
OdradekAI/harness-engineering-guide
Skill Claude CodeCodex
Audit, design, and implement AI agent harnesses for any codebase. A harness is the constraints, feedback loops, and verification systems surrounding AI coding agents — improving it is the highest-leverage way to improve AI code quality. Three modes: Audit (scorecard), Implement (set up components), Design (full…
Skill Claude CodeCodex
A production-grade framework for long-running, autonomous agents based on Harness Engineering principles. Features three-layer self-healing memory, circuit breaker protection, KAIROS dream-mode consolidation, and multi-agent coordination. When a user describes a task idea, Agent automatically initializes the…
Skill Claude Code
Mock-first, layer-by-layer feature development. Instead of building a feature end-to-end and hoping the interface works, start by mocking at the user-facing surface with realistic data, get user acceptance on the experience, then deepen one complexity layer at a time with TDD. Everything is anchored on disk so work…
Skill Claude CodeCodex
Apply the final report and PR publication procedure for a Hyper-Waterfall task. Write the final report (report.md), mark the daily task board complete, create the final commit, push the remote publish/task{N} branch, and create an Open PR to {BASEBRANCH}. Invoke only immediately before PR publication after all stages…
tranhieutt/software_development_department
Skill Claude Code
Conducts a structured technical deep-dive to gather detailed requirements, constraints, and decisions from the user. Use when starting a complex feature or when the user wants to be asked structured clarifying questions before implementation.
Skill Claude CodeCodex
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
RichmondAlake/agent_harness_course
Skill Claude CodeCodex
Refresh the operational-to-ontology projection, validate class and property contracts, enrich changed nodes for semantic search, and inspect Oracle Scheduler evidence.
Skill Claude CodeCodex
A process for recording useful lessons from unexpected failures, user corrections, missing abilities, and reusable project patterns.
Skill Codex
Implement OpenAI Harness Engineering practices in any repository. Use when setting up or refactoring agent-first workflows, writing or upgrading AGENTS.md and PLANS.md, creating deterministic smoke/test/lint/typecheck harness commands, defining strict architecture boundaries and data-shape contracts, wiring…
Komagon/hermes-production-patterns
Skill Claude CodeCodex needs its repo
A scheduled news workflow that reads RSS feeds, which are machine-readable lists of new articles, creates Chinese summaries, and checks their quality.
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