Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add julianoczkowski/product-manager --skill pm-gap-analysisgit clone --depth 1 https://github.com/julianoczkowski/product-managerWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/julianoczkowski/product-manager/pm-gap-analysis)<a href="https://agentmods.dev/skills/julianoczkowski/product-manager/pm-gap-analysis"><img src="https://agentmods.dev/badge/skills/julianoczkowski/product-manager/pm-gap-analysis/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/julianoczkowski/product-manager/pm-gap-analysis"><img src="https://agentmods.dev/badge/skills/julianoczkowski/product-manager/pm-gap-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00106 | $0.01261 |
| Opus 5 | $0.00053 | $0.00630 |
| Sonnet 5 | $0.00021 | $0.00252 |
| Haiku 4.5 | $0.00011 | $0.00126 |
Grade A, and why
pm-gap-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Gap Analysis (Pragmatic Framework: whole-framework self-assessment)
Best done with a small cross-functional group (product management, product
marketing, sales, development, executives). It scores every activity in the framework
so the team can agree where to invest. See the full 37-box list in
../pm-copilot/references/framework.md.
The scale
- Importance — how important is this activity to the company? 0 (low) – 5 (high).
- Assessment — how well are you performing it today? 0 (not doing) – 5 (high).
- Gap = Importance − Assessment. The largest positive gaps are where you're under-performing on things that matter most.
- Also estimate Target Hrs/Wk vs Actual Hrs/Wk per activity; divide total hours by 40 to sanity-check how many people are needed.
Owner role abbreviations: PM (Product Manager), PMM (Product Marketing Manager), MC (Marketing Communications), SE (Sales Engineer), Dev (Development), Exec (Executive), PgM (Program Manager), PjM (Project Manager), PO (Product Owner), TPM (Technical PM), Other.
Method
- For each of the 7 columns' activities, agree the Current Owner and discuss the Proposed Owner.
- Score Importance (0–5) and Assessment (0–5); compute the Gap.
- Triage: pick the top 2–3 gaps to focus on over the next few quarters. If more than three tie, the group chooses the three most important.
- Fix the strategic (left) side first. If Market Problems has a large gap, fix it first — it improves everything downstream.
- Build an action plan for the top gaps (barriers, how to close, owner).
- Redo the Gap Analysis in 6–9 months to measure improvement and find the next gaps.
Interview the user for inputs (batch questions)
- What's the scope — a product, portfolio, or business unit? (Startups: whole org.)
- Who's in the assessment group (which functions)?
- Walk column by column: for each activity, Importance (0–5) and Assessment (0–5), current owner, and rough hours. (Offer to go column-by-column so it's not overwhelming.)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 96 lines · 106 tokens per session scan A 23953345a184
pm-gap-analysis is a skill published in the GitHub repository julianoczkowski/product-manager (31 stars, last pushed 1mo ago), licensed MIT. It adds 106 tokens to every session and 1,261 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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