Most groups don’t battle as a result of they will’t write consumer tales.
They battle as a result of they’re attempting to make use of tales to do too many roles directly—seize necessities, forestall misunderstandings, doc edge instances, fulfill compliance, and (by some means) nonetheless match all the pieces right into a dash. The result’s predictable: tales which are both so imprecise they drive guessing, or so detailed they turn into miniature specs.
The Story Critic ability, developed by Mountain Goat Coach Cort Sharp, might be added to AI platforms like ChatGPT and Claude. You may strive the Story Critic under, obtain a ability you may set up, or use it by way of a free Mountain Goat Necessities account.
The ability is designed to assist with the day-to-day actuality for team-level practitioners—builders, testers, analysts, designers, and product house owners—who need to refine, estimate, break up, and ship work. It helps create backlog gadgets which are higher dialog starters whereas nonetheless pushing you towards readability on what “completed” means.
Consumer tales are imagined to shift the main focus from writing necessities to speaking about them, and the conversations matter greater than the sentence on the cardboard.
What The Talent Does (And Why It Makes Two Separate Judgments)
The Story Critic makes two totally different calls about each merchandise:
- Headline Teaching Evaluation: How robust is the merchandise as written?
- Backlog Placement Steerage: Is that this stage of element acceptable for near-term work or does it belong decrease within the backlog?
That second judgment issues as a result of a light-weight story might be glorious if it’s deliberately decrease within the backlog. And an in depth story will also be glorious—in case you’re truly going to construct it quickly. That “simply in time and simply sufficient” mindset is an enormous a part of how I take into consideration writing and refining backlogs.
What The Story Critic Appears For In A Good Backlog Merchandise
It’s not attempting to show your backlog into completely templated consumer tales. In truth, certainly one of its greatest traits is what it doesn’t care about:
- It gained’t scold you for writing “I can…” as an alternative of “I need…”
- 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 staff can refine and ship:
- Final result Readability: What adjustments for the consumer (or system) if that is completed?
- Scope Focus: Is it one thought, or a number of bundled collectively?
- Testability: Can the staff reply, “What should be true for this merchandise to be thought of full?”
- Backlog Match: Is it the correct amount of element for the place it sits?
In different phrases, it’s attempting to assist your staff spend refinement effort the place it creates probably the most worth—preserving the highest of the backlog sprint-sized and workable with out turning refinement into paperwork.
The Headline Teaching Evaluation Ranges
The ability makes use of six ranges. Consider these as “what sort of dialog do we want subsequent?” somewhat than as grades:
- Prepared for Implementation: clear, testable, sufficiently small for near-term supply.
- Prepared for Refinement: targeted, structured; estimate with minor clarification.
- Practically There: robust intent/worth; a number of gaps will create friction.
- Good Begin: significant thought; nonetheless too imprecise to estimate effectively or start work on.
- Wants Vital Refinement: unclear, bundled, solution-heavy, or arduous to check.
- Not But a Story: a process/fragment with out a clear end result.
A staff can use these ranges as a fast triage mechanism: Which gadgets are shut sufficient to estimate? Which want story splitting? Which ought to keep mild for now?
Backlog Placement Steerage: How It Relates (With out Being The Identical Factor)
After the headline evaluation, the Story Critic provides one of 4 placement labels:
- Applicable for decrease backlog
- Applicable for near-term work
- Too mild for near-term work
- Too detailed for decrease backlog
That is the place groups usually get tripped up. They assume “extra element” at all times means “higher story.” However element is barely invaluable when it’s well timed. The entire level of writing tales is to protect agility—so you may change course 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 might be Good Begin and Applicable for decrease backlog (a wonderfully superb placeholder).
- A narrative might be Prepared for Refinement and Too detailed for decrease backlog (overspecified far too early).
- A narrative might be Wants Vital Refinement and nonetheless be Applicable for near-term work (since you’re about to do it, however you could break up and make clear first).
A number of Output Codecs (So You Can Match The Second)
The ability helps a number of output types, which is vital as a result of groups want totally different suggestions at totally different instances:
- Fast critique: headline + a number of priorities (nice proper earlier than refinement)
- Full critique: a structured, detailed teaching overview (nice when an merchandise is caught)
- Batch overview: scan a set of things and determine patterns throughout the backlog
- Rewrite-only: while you principally need a cleaner model (with out the lengthy prognosis)
Examples (Zoom Product Backlog)
Beneath are 3 ways a staff would possibly use this ability.
Instance 1: Submitting A Easy Story (Fast Critique)
Immediate
Give me a fast critique of:
Once I schedule a Zoom assembly, I need to get a URL in order that I can share it.
Instance Output (Fast Critique)
Once I schedule a Zoom assembly, I need to get a URL in order that I can share it.
- Prepared for Refinement - Clear end result, however the staff will instantly ask what “get a URL” contains (the place proven, when out there, and whether or not it’s copyable).
### Backlog Placement Steerage
Applicable for near-term work
- **Prime Teaching Priorities:**
- Make clear the place the URL seems and when it’s generated (after save, on invite display, in calendar integration, and many others.).
- Make the completion sign observable: The staff understands what should be true for this merchandise to be thought of full.
- **One query to unlock the result:** The place within the scheduling movement does the consumer want the URL, and what’s the minimal UI that makes it shareable?
That’s the sort 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 practical: a narrative with loads of acceptance standards. That’s widespread when groups are attempting 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 need to have the ability to chat through 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 on the market 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 stage in the assembly so individuals can scroll again.
Instance Output (Full Format)
As a Zoom assembly participant, I need to have the ability to chat through 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 Vital Refinement
- Sturdy consumer end result, however the acceptance standards bundle a number of message sorts and UX behaviors into what is probably going an epic that might be arduous to estimate with out story splitting.
### Backlog Placement Steerage
Applicable 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 Outcome Readability:** Concrete and Observable
“Contributors 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 habits, 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 an alternative of supporting refinement.
### Strengths
- The core end result is obvious and invaluable throughout conferences.
- The factors embody a powerful completion sign round permissions (individuals solely).
- The factors acknowledge failure instances (supply fails, retry), which groups usually uncover late.
### Prime Teaching Priorities
1. **Break up this right into a smallest viable slice** (begin with “message everybody” earlier than including 1:1 and ad-hoc group messaging).
2. **Hold the factors that outline ‘completed’ and transfer non-obligatory enhancements into follow-on gadgets** (emoji, superior indicators, efficiency targets, and many others.).
3. **Make clear the few phrases that can block estimation** (what “authenticated participant” means and what “close to actual time” means in testable phrases).
### Break up Steerage (Elective)
- Break up by message goal: everyone-first, then 1:1, then ad-hoc group messages.
- Break up by expertise: ship/obtain messages first, then unread indicator, then persistence/scrollback enhancements.
### Inquiries to Ask Throughout Refinement (Elective)
- Are friends included, or is chat restricted to signed-in individuals solely?
- Is persistence strictly “through the assembly,” or ought to there be any after-meeting entry?
- What’s the minimal acceptable “actual time” habits we will confirm in assessments?
### Improved Model(s)
- **Rewrite #1 - Identical 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 (Elective)**
Once 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 all the pieces. It’s attempting to get the staff 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 Evaluation)
In follow, groups usually need a quick scan throughout a backlog. They’re attempting 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 overview these backlog gadgets for Zoom:
1) As a Zoom assembly participant, I need to have the ability to chat through 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 need Zoom to shut in order that I cease sending audio and video.
3) Once I schedule a Zoom assembly, I need to get a URL in order that I can share it.
4) When my mic quantity is simply too low or too excessive, I need Zoom to regulate it so I at all times sound superior.
Instance Output (Batch Evaluation)
1) As a Zoom assembly participant, I need to have the ability to chat through textual content with others within the assembly in order that I can ask questions and such with out interrupting the assembly.
- Wants Vital Refinement — Nice end result, however bundled scope throughout a number of message sorts and UX behaviors.
### Backlog Placement Steerage
Applicable for near-term work
2) When a Zoom assembly ends, I need Zoom to shut in order that I cease sending audio and video.
- Prepared for Refinement — Clear security end result; the staff will simply have to make clear what “shut” means throughout platforms and edge instances.
### Backlog Placement Steerage
Applicable for near-term work
3) Once 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 Steerage
Applicable for near-term work
4) When my mic quantity is simply too low or too excessive, I need Zoom to regulate it so I at all times sound superior.
- Good Begin — Intent is obvious, however “alter it” hides vital questions (how, when, and what constraints).
### Backlog Placement Steerage
Too mild for near-term work
Patterns Throughout The Set
- The strongest gadgets have an observable end result and a transparent completion sign.
- The weakest gadgets are “clear in spirit” however cover the important thing selections the staff must estimate.
Rewrite (Weakest Merchandise)
- When my mic quantity is outdoors a suitable vary, Zoom can robotically alter enter acquire so my quantity stays inside that vary.
That is the sort of output groups can use to decide on a brief refinement agenda: break up chat, make clear “shut,” make clear the place the URL seems, and pull the mic story ahead with a greater end result definition.
How I Suggest Groups Use This
In case you do that ability as soon as and deal with the output as a verdict, you’ll be disenchanted. 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 have to reply anyway.
- Throughout story splitting: use it to substantiate you truly decreased scope somewhat than simply rearranged phrases.
- Earlier than dash planning: batch overview the highest of the backlog to identify “too mild” gadgets earlier than the assembly begins.
Refinement is difficult sufficient when the backlog is sweet. When it isn’t, refinement turns into a recurring assembly the place everybody feels busy and no one feels assured. A device that nudges gadgets towards higher dialog—and clearer “completed”—can save groups from loads of avoidable ache.
Set up
You may obtain a zipper file containing the ability after which set up it inside ChatGPT or Claude.
You may also join a free MGS Necessities account, which supplies you entry to the Story Critic in addition to different AI instruments developed particularly for agile groups.
Make The Talent Your Personal (By Enhancing A Few Information)
In case you like what the Story Critic does, you may make it much more invaluable while you tune it to match your staff.
You don’t need to rewrite the entire ability. Small, focused edits change the teaching in helpful methods:
- Replace the rubric to match what your staff truly values in refinement. In case you care most about “what should be true after we’re completed,” make that express. In order for you the coach to push tougher on story splitting, say so.
- Add examples that seem like your backlog. The quickest technique to steer the coach is to provide it a handful of “good” and “wants work” tales out of your product area—similar vocabulary, similar sorts of constraints, similar stage of element you contemplate wholesome.
- Hold a number of regression take a look at examples—tales you may re-run after edits to substantiate the ability nonetheless behaves the best way you need. Consider these as unit assessments in your teaching model.
A sensible start line is to tune three issues:
- Vocabulary: product phrases, roles, and customary nouns the ability ought to protect in rewrites.
- Strictness: what “near-term work” requires in your staff (for instance, a clearer completion sign).
- Splitting: state which of the SPIDR splitting patterns you like or inform it to make use of a distinct splitting method
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 staff’s language and helps you get to raised refinement conversations sooner.
Final replace:
April twenty eighth, 2026