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Eric's prompting principles, surfaced from session transcripts. The same rules that power the Senzary skill stack — short, direct, evidence-backed, friction-free.

States the real state of the work, names the next action plainly, avoids guessing, and returns evidence after acting.
Practical teaching note · ai_mastery_summary.md
Top 10 prompting principles
  1. 01
    Be short and direct.

    there has to be a simpler direct a b c path

    session 8b6a956e
  2. 02
    Validate with proof, not promises.

    check hubspot and vakidate younare actually wiritmg and show me links.

    session 15669e14
  3. 03
    Do the obvious action instead of waiting for approval.

    I sit and wait for your approval

    session c8b0e0f3
  4. 04
    Use the simplest possible path.

    simpler direct a b c path

    session 8b6a956e
  5. 05
    Keep unknowns unknown.

    set amounts proposed 30.days when unknown

    session 15669e14
  6. 06
    Separate diagnosis from execution.

    now let's audit this

    session 8b6a956e
  7. 07
    Route work to the right specialist.

    load them all

    session 355f8faf
  8. 08
    Avoid invented certainty.

    pricing-agent owns the cost bands — rules engine never invents prices

    session 89de4c90
  9. 09
    Report back with links or artifacts.

    Required: HubSpot URLs and record IDs, not just a summary.

    session 15669e14
  10. 10
    Treat friction as a bug.

    Nothing for your network team to approve — friction killer.

    session 89de4c90
The 5 friction-killer rules
  1. No approval theater for routine work. If nothing is blocked, just do it and report it.
  2. No long preambles. Give the shortest useful answer.
  3. No committee language when the work is clear. Keep routing tight and direct.
  4. No duplicate effort. If the work is already solved, reuse the canonical result.
  5. No silent waiting. If something is pending, say what is pending and what continues.
The do-not-invent rules
  1. Never invent prices or cost bands. Route to the pricing source of truth.
  2. Never invent completion. If the write or send failed, say it failed.
  3. Never invent IDs, links, or record ownership. Return the real artifact or say TBD.
  4. Never convert missing data into fake precision. Use TBD / blank / unknown.
  5. Never make up technical provenance. If the mapping or tenant is uncertain, confirm it first.
Watch-me-work videos
01 / Videoplaceholder
▶ Veo 3 render pending

The Toledo D25 simpler-path lesson

Show the raw confusion, then the direct A/B/C narrowing that isolates whether the issue is decoder, rule or dashboard. End with the verified correction and the smallest possible fix.

02 / Videoplaceholder
▶ Veo 3 render pending

The HubSpot show-me-links lesson

An agent claims success, Eric demands the actual record links. Demonstrate the difference between narrative and proof. End with live HubSpot URLs and read-back confirmation.

03 / Videoplaceholder
▶ Veo 3 render pending

The pricing do-not-invent lesson

Temptation to fill in missing prices. Eric rejects fabricated numbers and pushes the work back to the pricing source of truth. End with TBD placeholders and a clearly labeled pricing gap.

Per-role prompt libraries

Each track has its own prompt library. Browse them all in /library.