agentleFS
MarkuysaMarkuysa/vibe-coding-template/.claude/skills/spec/SKILL.md

spec

Skill1 starsChanged 4 months agoMITView on GitHub

Turns a rough idea into docs/PRD.md with real acceptance criteria, by interviewing one question at a time.

168 other projects use a version of this.

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Used with

Projects with it also use backprop, ios-clean and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • JuliusBrusseeSkill

    backprop

    Bug → spec protocol. When a bug is found or a test fails, trace the cause, decide whether a new §V invariant would catch recurrence, append to §B. This is the one non-obvious thing SDD does that plan-then-execute doesn't. Triggers on test failure, bug report, post-mortem, or explicit user ask.

    Also in 4 projects that use this

  • Saqlain-811Skill

    ios-clean

    Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)

    Also in 5 projects that use this

  • Saqlain-811Skill

    ios-fix

    Autonomous iOS bug fixer. (gstack)

    Also in 5 projects that use this

  • bastosSkill

    ios-design-review

    Review iOS app UI/UX design quality using Apple's design principles and the Liquid Glass-era design language from WWDC25/26. Use when asked for a design review, UX critique, visual design assessment, or evaluation of an app's interface quality, design intent, alignment with the new Apple design system, or usability. Triggers: "design review", "UX review", "visual design critique", "review the UI", "does this design work", "evaluate this interface", "design feedback", "Liquid Glass review".

    Also in 5 projects that use this

  • ShreyRaviSkill

    plan-tune

    Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). Review which AskUserQuestion prompts fire across gstack skills, set per-question preferences (never-ask / always-ask / ask-only-for-one-way), inspect the dual-track profile (what you declared vs what your behavior suggests), and enable/disable question tuning. Conversational interface — no CLI syntax required.

    Also in 7 projects that use this

  • timurgaleevSkill

    document-generate

    Generate missing docs for a feature, module or project as tutorials, how-tos, reference and explanation.

    Also in 6 projects that use this

  • +2 more from Saqlain-811

The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 145 edited versions we read keep these.

  • 3

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Ask one question, wait for the answer, then ask the next.

    line 17
  2. Distinctive:

    Prefer questions that change what gets built.

    line 21
  3. Distinctive:

    Stop when you can write acceptance criteria that someone else could verify without asking you anything.

    line 25
  4. Very specific:

    Before writing the file, show the acceptance criteria and confirm them.

    line 48

“Common” is measured: kept by at least 6 in 10 of the 145 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

The idea: $ARGUMENTS

Produce docs/PRD.md. Use docs/PRD-template.md as the shape if it exists.

Standing rule: one question at a time

This applies for the whole conversation, not just your first reply.

Ask one question, wait for the answer, then ask the next. Never send a numbered list of questions — a wall of questions gets a wall of shallow answers, and the point of this command is to surface the things the person has not thought about yet.

Prefer questions that change what gets built. Skip questions whose answer you could reasonably assume; state the assumption instead and let them correct it. When you have enough for a section, say so and move on rather than interrogating past the point of value.

Stop when you can write acceptance criteria that someone else could verify without asking you anything. That is the finish line, not "when the template has no blanks left".

What to find out

  • Who has the problem, and what they do today instead
  • What changes for them when this ships — observable, not aspirational
  • The smallest version that is still worth shipping
  • What is explicitly out of scope (this section prevents more rework than any other)
  • Constraints that are already fixed: stack, deadlines, existing systems, compliance
  • How you would know it failed

Acceptance criteria are the deliverable

Everything else in the PRD is context for these. Each criterion must be:

  • Checkable — a person or a test can say met/not met without interpretation
  • About behavior, not implementation ("returns 401 for an expired token", not "uses middleware")
  • Bounded — covers a stated case, including the edge case that motivated it

validator will verify against exactly this list, and dev will refuse a ticket without it. Vague criteria here become expensive misunderstandings three agents downstream.

Before writing the file, show the acceptance criteria and confirm them. Then write docs/PRD.md and say what is still unresolved.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

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