Skill Creator
Create and improve Agent Skills through task definition, representative test prompts, and iterative evaluation.
Anthropic
- Development Workflows
- Skill Authoring
- Testing
Compare planning, agent orchestration, repository context, tool connections, and handoff resources for organizing software work.
Development workflows organize the work around a code change: clarifying decisions, carrying context, assigning roles, connecting tools, and reviewing results. Harnesses and workbenches expose different execution mechanisms; Skills capture reusable procedures. Compare the stage you want to improve before selecting a runtime or adding another instruction to an existing agent.
Create and improve Agent Skills through task definition, representative test prompts, and iterative evaluation.
Anthropic
Clarify plans with a structured interview, adding glossary and architectural records through the Grill with Docs mode when needed.
Matt Pocock
Survey concrete architecture friction, compare candidate module improvements, and explore one design before refactoring.
Matt Pocock
Review a fixed Git diff independently for repository standards and originating requirements.
Matt Pocock
Summarize a session into a focused temporary handoff document with references and suggested skills.
Matt Pocock
Clarify intent, compare approaches, and agree a design before moving into the Superpowers planning workflow.
Jesse Vincent
A six-phase repository audit Skill with coverage ledgers, independent finding verification, and structured reports.
Cloudflare
Put the next action first, keep progress visible and reduce tangents in coding-agent replies.
Ayoub Ghriss
Configure the issue tracker, triage labels and domain documentation for Matt Pocock’s engineering Skills.
Matt Pocock
Check issue evidence and assign a clear state before handing implementation to an agent or maintainer.
Matt Pocock
Reproduce defects, save replayable evidence, and propose regression checks with gstack’s report-only workflow.
Garry Tan
Collect DOM, console, request, and screenshot evidence from an isolated browser session.
Addy Osmani
Use Caveman to shorten a coding agent’s visible replies while keeping exact errors, commands and outcomes. Compare the same task before and after enabling the style.
Julius Brussee
Connect composable engineering Skills with a software development workflow and integrations for coding agents, covering design, implementation, review, and verification.
Jesse Vincent
Use agents to investigate applications and native binaries, connecting observed behavior to evidence about how the software works.
morluto
Explore compression software within the Caveman project, assessing information recovery alongside output size for downstream processing tasks.
Julius Brussee
Build applications on a Postgres-backed platform with authentication, storage, APIs, functions, and realtime capabilities, using hosted or self-hosted deployment workflows.
Supabase
Study Codex’s context, tool loop, and approval model to improve your own agent workflows, with CLI, SDK, and app-server options when runtime integration is needed.
OpenAI
Study DeepSeek Harness’s plugin architecture to compose task capabilities, connect tools, and define clear handoffs when designing or extending your own agent workflows.
DeepSeek
Use Pi’s minimal core, Skills, extensions, and runtime libraries as references for choosing the right level of customization in your own agent workflows.
Earendil Works
Study OpenCode’s task modes, tool feedback, and review flow to improve repository investigation, implementation, and validation stages in your own development workflows.
Anomaly
Study Hermes Agent’s memory, Skills, tools, and scheduling to improve context continuity, reusable procedures, and recurring tasks in your own workflows.
Nous Research
Reuse-first coding instructions, change review, and repository audits for existing agents, with host-specific plugins and portable rules.
DietrichGebert
Build queryable code knowledge graphs with a local CLI and agent guidance, keeping relationship provenance and source revision visible.
Graphify Labs
Coordinate coding agents in separate worktrees, compare their changes, and feed review findings back into bounded tasks.
Stably
Summarize coding-session observations and retrieve selected history through local search or MCP.
Alex Newman
Run single-GPU model experiments with a coding agent, then compare changes under a fixed training budget.
Andrej Karpathy
Check approved usernames across supported sites, export public candidate links, and review them against account records.
Sherlock Project
Run bounded agent tasks through a headless CLI or a persistent Gateway session.
OpenClaw Foundation
Preview coding-agent setup, inspect host-specific hooks, and check installed configuration.
Affaan Mustafa
Skills supply instructions; projects supply software or supporting resources. Check each source for setup, runtime, access, and license requirements.
Use Grill Me or Brainstorming to clarify goals and decisions. The merged Grill Me guide also explains the document-aware mode for domain terminology and architecture records.
Composition guidance helps separate responsibility and avoid multiplying unclear prop combinations.
Webapp Testing focuses on running and inspecting the application, not only reviewing source code.
Find instructions and software for the next stage of your work, from code changes and interface design to office tasks and media production.
Work with your files, implementation notes, and verification in one place.