The Human Part of GitHub Spec Kit: How to Talk to Agents Between Commands
Spec Kit can generate the artifacts, but humans still have to expose assumptions, own decisions, propagate changes, set stop conditions, and decide what evidence is enough.
Engineering Manager / Technical Lead
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18 articles
Spec Kit can generate the artifacts, but humans still have to expose assumptions, own decisions, propagate changes, set stop conditions, and decide what evidence is enough.
Spec Kit fans a small change out into eight-plus files. Four practical levers — inline prompts, lean templates, trimmed commands, and impact-based routing — make its specs, plans, and tasks shorter without breaking the workflow.
A prompt-engineering teardown of Spec Kit's six core skills—and a practical blueprint for building an opinionated company spec workflow with custom Agent Skills.
A side-by-side comparison of OpenSpec and Superpowers for engineers and architects: what each tool actually ships, how spec generation differs, and where implementation discipline comes from.
Why OpenSpec's explore → propose → apply loop is a better default than built-in Plan Mode: lighter ceremony, durable repo-native plans, and guardrails that keep exploration agnostic until you choose to commit.
A practical workflow for using OpenSpec from exploration to proposal, implementation, quality checks, PR review, merge, and archive without letting specs drift from the code.
A practical deep dive into OpenSpec's expanded OPSX workflows and custom schemas: when to use /opsx:new, /opsx:continue, /opsx:ff, /opsx:verify, /opsx:bulk-archive, /opsx:onboard, and how to design your own workflow.
A practical, source-backed guide for engineers and PMs adopting OpenSpec: when to start with an existing project, when to use it for a new build, and how to run the first workflow safely.
A source-backed comparison of OpenSpec and GitHub Spec Kit for engineers and PMs: workflows, skills, generated artifacts, extensibility, and inferred token trade-offs.
A practical guide for engineers and PMs who want to use GitHub Spec Kit as an investigation workflow: compare alternatives, approve one direction, and turn the decision into a stronger implementation spec.
Spec Kit jumps straight to specify. Borrow two missing phases from OpenSpec-style workflows — an Explore mode and an Alternatives-Review mode — as two small extension commands, without forking or switching tools.
A practical, source-backed workflow for turning many comments on Spec Kit artifacts into clean pre-implementation decisions, post-implementation deltas, and less chaotic AI-assisted delivery.
A practical research guide for using Gherkin, BDD, Spec-Driven Development, and eval-driven workflows to make AI-assisted delivery clearer, safer, and easier to review.
AI is changing the center of gravity in software engineering: less manual typing, more specification, validation, system design, and human judgment.
A simple, source-backed guide for engineers and PMs to start with GitHub Spec Kit, understand the main commands, and use the workflow cleanly in Cursor or Claude Code.
An exploratory, source-backed article on reverse-engineering one feature into current-state specs in the old repo, then using those artifacts to drive a safer implementation in a new repo and a new stack.
A practical brownfield workflow for reconstructing one existing feature into spec.md, plan.md, tasks.md, and supporting Spec Kit artifacts without pretending you are starting from scratch.
A research-checked guide to adding GitHub Spec Kit to a brownfield repository, wiring it into Cursor IDE and Cursor Background Agents, and adapting the workflow for polyrepo delivery.
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