Most groups don’t battle as a result of they will’t write person tales.
They battle as a result of they’re making an attempt to make use of tales to do too many roles directly—seize necessities, forestall misunderstandings, doc edge circumstances, fulfill compliance, and (someway) nonetheless match every part right into a dash. The result’s predictable: tales which can be both so obscure they power guessing, or so detailed they develop into miniature specs.
The Story Critic talent, developed by Mountain Goat Coach Cort Sharp, may be added to AI platforms like ChatGPT and Claude. You possibly can attempt the Story Critic under, obtain a talent you may set up, or use it by way of a free Mountain Goat Necessities account.
The talent is designed to assist with the day-to-day actuality for team-level practitioners—builders, testers, analysts, designers, and product house owners—who should refine, estimate, cut up, and ship work. It helps create backlog objects which can be higher dialog starters whereas nonetheless pushing you towards readability on what “accomplished” means.
Consumer tales are imagined to shift the main target from writing necessities to speaking about them, and the conversations matter greater than the sentence on the cardboard.
What The Ability Does (And Why It Makes Two Separate Judgments)
The Story Critic makes two completely different calls about each merchandise:
- Headline Teaching Evaluation: How robust is the merchandise as written?
- Backlog Placement Steering: Is that this degree of element applicable for near-term work or does it belong decrease within the backlog?
That second judgment issues as a result of a light-weight story may be glorious if it’s deliberately decrease within the backlog. And an in depth story will also be glorious—for those who’re really going to construct it quickly. That “simply in time and simply sufficient” mindset is a giant a part of how I take into consideration writing and refining backlogs.
What The Story Critic Seems For In A Good Backlog Merchandise
It’s not making an attempt to show your backlog into completely templated person tales. In truth, considered one of its greatest traits is what it doesn’t care about:
- It gained’t scold you for writing “I can…” as a substitute of “I would like…”
- It gained’t demand acceptance standards on each merchandise
- It gained’t deal with formatting as the purpose of the train
As an alternative, it focuses on the issues that really decide whether or not a group can refine and ship:
- Final result Readability: What adjustments for the person (or system) if that is accomplished?
- Scope Focus: Is it one thought, or a number of bundled collectively?
- Testability: Can the group reply, “What should be true for this merchandise to be thought of full?”
- Backlog Match: Is it the correct quantity of element for the place it sits?
In different phrases, it’s making an attempt to assist your group spend refinement effort the place it creates probably the most worth—retaining the highest of the backlog sprint-sized and workable with out turning refinement into paperwork.
The Headline Teaching Evaluation Ranges
The talent makes use of six ranges. Consider these as “what sort of dialog do we want subsequent?” slightly than as grades:
- Prepared for Implementation: clear, testable, sufficiently small for near-term supply.
- Prepared for Refinement: centered, structured; estimate with minor clarification.
- Almost There: robust intent/worth; a number of gaps will create friction.
- Good Begin: significant thought; nonetheless too obscure to estimate effectively or start work on.
- Wants Important Refinement: unclear, bundled, solution-heavy, or onerous to check.
- Not But a Story: a job/fragment with out a clear consequence.
A group can use these ranges as a fast triage mechanism: Which objects are shut sufficient to estimate? Which want story splitting? Which ought to keep mild for now?
Backlog Placement Steering: How It Relates (With out Being The Similar Factor)
After the headline evaluation, the Story Critic provides one of 4 placement labels:
- Acceptable for decrease backlog
- Acceptable for near-term work
- Too mild for near-term work
- Too detailed for decrease backlog
That is the place groups typically get tripped up. They assume “extra element” all the time means “higher story.” However element is barely precious when it’s well timed. The entire level of writing tales is to protect agility—so you may change route and be taught as you go—to not lock your self into yesterday’s assumptions.
Virtually, the connection appears to be like like this:
- A narrative may be Good Begin and Acceptable for decrease backlog (a wonderfully superb placeholder).
- A narrative may be Prepared for Refinement and Too detailed for decrease backlog (overspecified far too early).
- A narrative may be Wants Important Refinement and nonetheless be Acceptable for near-term work (since you’re about to do it, however it’s worthwhile to cut up and make clear first).
A number of Output Codecs (So You Can Match The Second)
The talent helps a number of output types, which is vital as a result of groups want completely different suggestions at completely different instances:
- Fast critique: headline + a number of priorities (nice proper earlier than refinement)
- Full critique: a structured, detailed teaching evaluation (nice when an merchandise is caught)
- Batch evaluation: scan a set of things and determine patterns throughout the backlog
- Rewrite-only: once you principally desire a cleaner model (with out the lengthy analysis)
Examples (Zoom Product Backlog)
Beneath are 3 ways a group would possibly use this talent.
Instance 1: Submitting A Easy Story (Fast Critique)
Immediate
Give me a fast critique of:
After I schedule a Zoom assembly, I need to get a URL in order that I can share it.
Instance Output (Fast Critique)
After I schedule a Zoom assembly, I need to get a URL in order that I can share it.
- Prepared for Refinement - Clear consequence, however the group will instantly ask what “get a URL” contains (the place proven, when obtainable, and whether or not it’s copyable).
### Backlog Placement Steering
Acceptable for near-term work
- **Prime Teaching Priorities:**
- Make clear the place the URL seems and when it’s generated (after save, on invite display screen, in calendar integration, and so on.).
- Make the completion sign observable: The group understands what should be true for this merchandise to be thought of full.
- **One query to unlock the end result:** The place within the scheduling movement does the person want the URL, and what’s the minimal UI that makes it shareable?
That’s the type of suggestions groups can act on instantly in refinement with out turning a small story right into a dissertation.
Instance 2: Submitting A Story With Acceptance Standards (Full Format)
This one is deliberately real looking: a narrative with loads of acceptance standards. That’s frequent when groups try to cut back danger or forestall rework—particularly on UI-heavy options.
Immediate (Acceptance Standards Proven In Half For Readability)
Critique this story:
As a Zoom assembly participant, I would like to have the ability to chat by way of textual content with others within the assembly in order that I can ask questions and such with out interrupting the assembly.
Acceptance standards (not all proven):
- Chat is offered to all authenticated assembly individuals whereas the assembly is in progress.
- A participant can ship a textual content message to everybody within the assembly.
- A participant can ship a 1:1 direct message to a different participant.
- Incoming messages seem in close to actual time with out requiring a web page refresh.
- Unread message indicator is proven when the chat panel is closed/minimized.
- If message supply fails, the sender is notified and may retry.
- Solely assembly individuals can view messages for that assembly.
- Messages persist at some point of the assembly so individuals can scroll again.
Instance Output (Full Format)
As a Zoom assembly participant, I would like to have the ability to chat by way of textual content with others within the assembly in order that I can ask questions and such with out interrupting the assembly.
### Headline Teaching Evaluation
- Wants Important Refinement
- Robust person consequence, however the acceptance standards bundle a number of message varieties and UX behaviors into what is probably going an epic that will likely be onerous to estimate with out story splitting.
### Backlog Placement Steering
Acceptable for near-term work
### Teaching Snapshot
- **Merchandise Kind:** Consumer Story
This can be a user-facing functionality with a transparent profit: ask questions with out interrupting.
- **Construction:** Clear
Who + functionality + why are current; the factors add helpful element.
- **Final result or End result Readability:** Concrete and Observable
“Individuals can ship and obtain chat messages throughout a gathering” is demonstrably true.
- **Focus:** A number of Targets
The factors cowl a number of distinct slices (everybody chat, 1:1, supply conduct, indicators, persistence, permissions).
- **Testability:** Wants Clarification
Many elements are testable, however “close to actual time” and “authenticated individuals” want a shared interpretation for verification.
- **Acceptance Standards:** Current however Wants Refinement
Useful and principally aligned, however giant sufficient that it dangers changing into a mini-spec as a substitute of supporting refinement.
### Strengths
- The core consequence is evident and precious throughout conferences.
- The factors embody a robust completion sign round permissions (individuals solely).
- The factors acknowledge failure circumstances (supply fails, retry), which groups typically uncover late.
### Prime Teaching Priorities
1. **Cut up this right into a smallest viable slice** (begin with “message everybody” earlier than including 1:1 and ad-hoc group messaging).
2. **Preserve the factors that outline ‘accomplished’ and transfer non-obligatory enhancements into follow-on objects** (emoji, superior indicators, efficiency targets, and so on.).
3. **Make clear the few phrases that can block estimation** (what “authenticated participant” means and what “close to actual time” means in testable phrases).
### Cut up Steering (Non-obligatory)
- Cut up by message goal: everyone-first, then 1:1, then ad-hoc group messages.
- Cut up by expertise: ship/obtain messages first, then unread indicator, then persistence/scrollback enhancements.
### Inquiries to Ask Throughout Refinement (Non-obligatory)
- Are company included, or is chat restricted to signed-in individuals solely?
- Is persistence strictly “in the course of the assembly,” or ought to there be any after-meeting entry?
- What’s the minimal acceptable “actual time” conduct we are able to confirm in checks?
### Improved Model(s)
- **Rewrite #1 - Similar Template, Improved Readability**
As a Zoom assembly participant, I can ship and skim textual content messages throughout a gathering so I can ask questions with out interrupting.
- **Rewrite #2 - Different Template (Non-obligatory)**
After I’m in a Zoom assembly, I need to message different individuals in textual content so I can take part with out talking over the assembly.
Discover what the critique is doing: it’s not rewriting every part. It’s making an attempt to get the group to the purpose the place they will estimate and ship by splitting the work, which is usually the true lever in refinement.
Instance 3: Submitting A Product Backlog With A number of Objects (Batch Overview)
In apply, groups typically desire a quick scan throughout a backlog. They’re making an attempt to resolve, “What’s shut? What’s dangerous? The place ought to we spend refinement time?”
Immediate (One Product Backlog, One Merchandise With Acceptance Standards)
Batch evaluation these backlog objects for Zoom:
1) As a Zoom assembly participant, I would like to have the ability to chat by way of textual content with others within the assembly in order that I can ask questions and such with out interrupting the assembly.
(Consists of acceptance standards)
2) When a Zoom assembly ends, I would like Zoom to shut in order that I cease sending audio and video.
3) After I schedule a Zoom assembly, I need to get a URL in order that I can share it.
4) When my mic quantity is just too low or too excessive, I would like Zoom to regulate it so I all the time sound superior.
Instance Output (Batch Overview)
1) As a Zoom assembly participant, I would like to have the ability to chat by way of textual content with others within the assembly in order that I can ask questions and such with out interrupting the assembly.
- Wants Important Refinement — Nice consequence, however bundled scope throughout a number of message varieties and UX behaviors.
### Backlog Placement Steering
Acceptable for near-term work
2) When a Zoom assembly ends, I would like Zoom to shut in order that I cease sending audio and video.
- Prepared for Refinement — Clear security consequence; the group will simply must make clear what “shut” means throughout platforms and edge circumstances.
### Backlog Placement Steering
Acceptable for near-term work
3) After I schedule a Zoom assembly, I need to get a URL in order that I can share it.
- Prepared for Refinement — Clear worth; wants minor clarification about the place/when the URL seems.
### Backlog Placement Steering
Acceptable for near-term work
4) When my mic quantity is just too low or too excessive, I would like Zoom to regulate it so I all the time sound superior.
- Good Begin — Intent is evident, however “modify it” hides vital questions (how, when, and what constraints).
### Backlog Placement Steering
Too mild for near-term work
Patterns Throughout The Set
- The strongest objects have an observable consequence and a transparent completion sign.
- The weakest objects are “clear in spirit” however conceal the important thing choices the group must estimate.
Rewrite (Weakest Merchandise)
- When my mic quantity is outdoors a suitable vary, Zoom can routinely modify enter acquire so my quantity stays inside that vary.
That is the type of output groups can use to decide on a brief refinement agenda: cut up chat, make clear “shut,” make clear the place the URL seems, and pull the mic story ahead with a greater consequence definition.
How I Advocate Groups Use This
Should you do that talent as soon as and deal with the output as a verdict, you’ll be dissatisfied. That’s not what it’s for.
The place it helps is as a light-weight coach in three locations groups already spend time:
- Earlier than refinement: run fast critiques to floor the highest 1–2 questions you’ll must reply anyway.
- Throughout story splitting: use it to verify you really diminished scope slightly than simply rearranged phrases.
- Earlier than dash planning: batch evaluation the highest of the backlog to identify “too mild” objects earlier than the assembly begins.
Refinement is tough sufficient when the backlog is nice. When it isn’t, refinement turns into a recurring assembly the place everybody feels busy and no person feels assured. A device that nudges objects towards higher dialog—and clearer “accomplished”—can save groups from plenty of avoidable ache.
Set up
You possibly can obtain a zipper file containing the talent after which set up it inside ChatGPT or Claude.
You too can join a free MGS Necessities account, which provides you entry to the Story Critic in addition to different AI instruments developed particularly for agile groups.
Make The Ability Your Personal (By Modifying A Few Information)
Should you like what the Story Critic does, you may make it much more precious once you tune it to match your group.
You don’t should rewrite the entire talent. Small, focused edits change the teaching in helpful methods:
- Replace the rubric to match what your group really values in refinement. Should you care most about “what should be true after we’re accomplished,” make that express. If you’d like the coach to push more durable on story splitting, say so.
- Add examples that seem like your backlog. The quickest strategy to steer the coach is to present it a handful of “good” and “wants work” tales out of your product area—similar vocabulary, similar sorts of constraints, similar degree of element you contemplate wholesome.
- Preserve a number of regression check examples—tales you may re-run after edits to verify the talent nonetheless behaves the best way you need. Consider these as unit checks on your teaching type.
A sensible start line is to tune three issues:
- Vocabulary: product phrases, roles, and customary nouns the talent ought to protect in rewrites.
- Strictness: what “near-term work” requires in your group (for instance, a clearer completion sign).
- Splitting: state which of the SPIDR splitting patterns you favor or inform it to make use of a distinct splitting strategy
The purpose isn’t to show the Story Critic right into a rulebook. It’s to show it right into a coach that speaks your group’s language and helps you get to higher refinement conversations quicker.
Final replace:
April twenty eighth, 2026
