JKP is the Farouk Fusion AI agent. This week it saved me 10 hours of work across five different tasks. Here is what it actually did.
1. Lore research: 90 minutes → 8 minutes
I needed to know whether the Sylvan Confederation lore says the Canopy predates or postdates the First Spark.
**Without JKP:** I’d open the lore repo, search “Canopy First Spark”, scan 4 files, cross-reference 2 more, and write the answer down.
**With JKP:** “JKP, when does the Canopy predate the First Spark? Cite the file and line number.” → Answer with citations in 8 minutes.
**Saved: 82 minutes.**
2. Canon-check on a new EFURC card: 60 minutes → 12 minutes
I designed a new card for EFURC v0.2: “Canopy-Speaker’s Blessing” (Sylvan Legendary). The card had to be canon-consistent with Kalina’s lore.
**Without JKP:** I’d write the card, re-read the Kalina lore file, find the canon violations, rewrite, re-read, fix again.
**With JKP:** “JKP, does this card violate any Kalina canon? List specific violations.” → JKP found 2 (one about the focus meter mechanic, one about Kalina’s descendants count). I fixed both in one pass.
**Saved: 48 minutes.**
3. Drafting the “Faction design pillar” article: 120 minutes → 35 minutes
The article on why every faction has a weakness was 1,800 words. I had the data; I needed the structure.
**Without JKP:** I’d outline → draft → re-outline → re-draft → edit.
**With JKP:** “JKP, draft an 1,800-word article on why every faction has a weakness, with one paragraph per faction.” → JKP drafted. I edited for voice (kept ~70% of JKP’s draft). Final word count: 1,820.
**Saved: 85 minutes.**
4. Bug triage: 45 minutes → 15 minutes
5 bugs came in over the weekend. Each needed: severity, root cause guess, fix scope.
**Without JKP:** I’d read each bug, think about it, write a triage note.
**With JKP:** “JKP, triage these 5 bugs by severity and probable fix scope.” → JKP returned a triage table in 15 minutes. I reviewed and adjusted 2 entries.
**Saved: 30 minutes.**
5. WordPress deploy script debugging: 60 minutes → 8 minutes
A deploy script started failing after a WP update. The error was cryptic. I didn’t know the WP REST API well enough.
**Without JKP:** I’d read the WP docs, trace the error, fix the script.
**With JKP:** “JKP, what does this WP REST API error mean and what’s the fix?” → JKP explained the error (it was the `cleanPublicPageHtml` sanitizer running on pages with no `content.raw`), suggested the fix (check `content.rendered` instead). I patched the script.
**Saved: 52 minutes.**
The total: 297 minutes (4.95 hours)
297 minutes saved across 5 tasks. That’s nearly 5 hours. The week has 40 working hours. 5 hours saved is 12.5% of the week back.
What JKP did NOT do this week
Important to say out loud: JKP did not auto-publish anything. JKP did not auto-deploy code. JKP did not auto-charge money. JKP did not auto-send emails.
Every JKP output was reviewed by me before it became an action. Every JKP script was tested in dry-run before it became an apply.
The agent surfaces information and proposes actions. The operator decides. That asymmetry is what makes it safe.
How I use JKP
JKP’s primary job is **lore canon-checking**. The lore bible has 22 factions, 9 essences, 5 realms, 4 named NPCs, and hundreds of cross-references. A single inconsistency breaks the universe.
JKP’s secondary job is **boilerplate drafting**. Article structure, deploy scripts, FAQ entries — JKP drafts, I edit for voice.
JKP’s tertiary job is **bug triage**. JKP reads the error, guesses the root cause, I verify.
JKP does NOT do: creative direction, product positioning, marketing copy editing, voice/tone decisions, or anything that requires my taste.
What this means for the business
JKP gives me a 12.5% productivity boost on the kind of work that bogs me down (research, drafting, debugging). That’s 5 hours/week back. Over a year: 260 hours. That’s 6.5 work-weeks.
JKP costs me $X/month in API fees (I’ll publish the actual number when I have a quarter of data). If it costs less than 6.5 weeks of my time, it’s ROI positive. It almost certainly is.
Read the related
- /what-jester-king-prime-actually-does-and-what-it-does-not/ — the full JKP overview
- /news/ — every Monday devlog
- /community/ — Discord where JKP work is discussed
JKP is not a product. JKP is a tool. The tool saves time. The time goes back to building the products that make money.
