Agent skill
win-loss-reasons
Synthesize why you win and lose deals from your full set of sales call transcripts, deal notes, and CRM close reasons at once.
Filed under Calls, demos and discovery.
From pmalliance/product-marketing-skills · 6 skills · 63 · pushed 2026-07-10
What it does when it runs
Synthesize why you win and lose deals from your full set of sales call transcripts, deal notes, and CRM close reasons at once. Separates what buyers said out loud from what the pattern of evidence actually shows, and ties every finding back to the calls behind it. Use when you have a pile of win/loss material nobody has had time to read across, when sales keeps losing to the same competitor and no one can explain why, or when you need win/loss findings you can defend in front of leadership. Triggers: "why are we losing deals," "win/loss analysis," "read all these call transcripts," "what's the real reason we lost," "win rate against [competitor]."
Read from the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.
- Keys and connectors you must supply
- None found.
- Hosts it reaches
- No third-party host appears in the skill or its bundled files.
- Tool permissions it declares
- No
allowed-toolsin the frontmatter. It only issues instructions, so there is nothing to bound. - Actions present in the files
- None. Instructions only.
Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/pmalliance/product-marketing-skills.git /tmp/product-marketing-skills git -C /tmp/product-marketing-skills sparse-checkout set "pmm-signal-pack/skills/win-loss-reasons" mkdir -p ~/.claude/skills/win-loss-reasons cp -R "/tmp/product-marketing-skills/pmm-signal-pack/skills/win-loss-reasons/." ~/.claude/skills/win-loss-reasons/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
Or take the whole library
This repo ships a .claude-plugin manifest, so Claude Code can install all 6 skills at once. Plugin skills are invoked as /<plugin>:<skill>, so they never collide with your own.
/plugin marketplace add pmalliance/product-marketing-skills /plugin
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
The skill
Source on GitHub ↗Reproduced in full from pmalliance/product-marketing-skills/blob/2ed9bdeacfa276a05271f38c7a97c066c36d1a19/pmm-signal-pack/skills/win-loss-reasons/SKILL.md, which is licensed MIT (repository). 647 words, 7 headings.
Win & Loss Reasons
What this does
Reads your entire body of deal evidence in one pass and reports the real reasons you win and lose, ranked by how often each reason actually shows up - not by how loud it was in the last deal anyone remembers.
The output separates two things that usually get blurred together:
- What buyers said - the reason the buyer or rep named for the deal ("too expensive," "went with a competitor").
- What the pattern shows - what many deals read together reveal was really going on (e.g. price was named, but the transcripts show the loss tracked to a missing integration raised in the second call).
What buyers said is where teams stop. What the pattern shows is where the useful work is. This skill is built to get you to the second one.
Why this is a Fable-recommended job
Real win/loss lives across dozens of long transcripts. The value only appears when you can hold all of them at once and compare across the set - a reason that shows up in one deal is an anecdote, the same reason across nine deals is a finding. Claude Fable 5 can hold that whole evidence base in a single run and cross-reference it, which is exactly what this needs.
If Fable is not available or the budget is spent: run on your everyday model in batches. Feed 8-10 transcripts per batch, produce a partial reason table for each batch using the format below, then paste those partial tables back in and ask for a merged, de-duplicated final table. You lose some cross-deal nuance but keep the method.
Evidence to gather first
Point the skill at as much of this as you have. More material makes the ranking more trustworthy.
- Sales call and demo transcripts (Gong, Fireflies, Zoom, notes)
- Closed-won and closed-lost deals with any recorded reason
- CRM opportunity notes and stage history
- Deal desk / forecast call notes
- Any post-mortem write-ups
If you have a .agents/product-marketing-context.md file from the Product
Marketing pack, read it first for ICP, competitors, and positioning so findings
are framed against your actual market.
Process
- Confirm the evidence set and the time window (e.g. last two quarters). Note how many deals and transcripts are included - the report will state this.
- Read every source. For each deal, capture: outcome (won/lost/no-decision), the reason it was recorded as won or lost on, and the moments in the transcript that reveal what actually moved the deal.
- Cluster reasons across all deals. Merge duplicates that use different words for the same thing.
- For each reason, separate what buyers said from what the pattern shows, and count how many deals it appears in.
- Flag competitor-driven losses and group them by competitor.
- Produce the report.
Output format
A single document with:
- Summary - deals analyzed, time window, headline win reasons and loss reasons.
- Loss reasons table - reason | said or shown by pattern | number of deals | representative quote with source | so-what for PMM.
- Win reasons table - same columns.
- Competitor breakdown - for each competitor you lost to: pattern, the point in the deal it turned, and the counter that appears to work.
- What this changes - the two or three positioning, messaging, or enablement moves the evidence supports.
The evidence standard
Every reason in the tables must cite at least one specific source - the deal name, call date, or transcript line it came from. If a claim cannot be traced to the material, it does not go in the report; it goes in a short "worth checking" list at the end. Do not infer reasons the evidence does not support, and do not smooth a messy finding into a clean one.
Other skills for the same job
Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.
- deal-review-win-loss by louisblythe · 136
- win-loss-reason-extraction by louisblythe · 136
- win-loss-analysis by matteotitta · 51
- win-loss-analysis by jbalbu01 · 14
- win-loss-brief by zime-ai · 14
- win-loss-report by octavehq · 11
- win-loss-analysis by VijayMatt · 1
- gtm-closed-loss-reactivation by rvanshur · 2
Need help setting it up?
This page tells you what win-loss-reasons does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
Book a call →The directory stays free. There is nothing gated behind this.