Recommended reading order

  1. The Prompt Anatomy Ecosystem Map

    Where to read, practice, and build—promptanatomy.blog for frameworks, promptanatomy.site for discover-and-try,...

  2. Shipping Prompt Anatomy

    Field note on shipping the Prompt Anatomy hub — bilingual landing, Stripe lifetime access, six-module training, and...

  3. Click-and-Do Before Slide Decks: promptanatomy.app

    Soft launch v1.4.2 ships the M7-9 Data Analysis path on promptanatomy.app—click-and-do practice, gated checks, and...

  4. The Weekly CEO Brief Pattern

    How founders turn scattered KPIs into a repeatable weekly brief—DAILY, WEEKLY, and STRATEGIC modes with Fast, Deep,...

  5. Quick Send Check First — The First AI Lesson on promptanatomy.cloud

    Teams that open with a template library scale fuzzy review habits faster than quality—paste-ready prompts without a...

  6. Prompt Anatomy Marketing Site Launch

    Field note on the April 2025 launch of promptanatomy.site — ecosystem map, Anatomizer, and maturity quiz — and where...

  7. Classroom Prompt Builder Launch

    A polished lesson prompt still fails when mode and output contract are mixed—or when teachers paste unreviewed AI...

  8. Who Orchestrates the Builders — Shipping promptanatomy.info

    Org-context prompts must come before daily template depth—otherwise paste-ready libraries ship invented facts at...

  9. Hiring Prompts Without the Data Leak

    A recruiting prompt that reads well can still leak candidate PII or produce a verdict nobody owns. Ten structured US...

  10. The Prism Test for Executive Decisions

    Leaders who hold the room converge conflicting inputs into one defensible call—not one longer dashboard. Executive...

  11. Manifest Before You Broadcast

    Two hundred thirty-four lessons do not fail because Telegram is hard—they fail when copy, visuals, and quizzes live...

  12. 10 Signs Your Company Is Vibe Prompting

    A practical diagnostic for teams using AI without structure—score yourself, fix one workflow in 30 days, and measure...

  13. Team Rituals for AI Implementation

    Lightweight cadences that keep AI workflows current—office hours, eval review, and change announcements.

  14. Handoff Rules Between Humans and AI

    Define when AI drafts, when humans decide, and when work returns to the queue—with SLAs and evidence.

  15. From Prompts to Business Outcomes

    Map business metrics to workflows—support CSAT and handle time example, not tokens or demo applause.

  16. The AI Procurement Freeze

    A practical 90-day playbook for pausing AI tool purchases, reducing overlap, and restarting procurement with...

  17. Measuring AI Workflow ROI

    A practical ROI model for AI workflows using pass rate, time saved, and incident cost with sponsor-ready formulas.

  18. Agent Orchestrator Operating Model

    A practical operating model for the agent orchestrator role, including responsibilities, RACI, control points, and...

  19. Workflow Automation for AI Pipelines

    A practical decision guide for selecting workflow automation tooling for AI pipelines using objective criteria to...

  20. Telegram Game Stack

    Architecture and deployment playbook for the six-service stack behind Corporate Ladder—GitHub through Telegram—with...

  21. Corporate Ladder Soft Launch

    Optional brand play is not AI implementation maturity—Corporate Ladder on promptanatomy.lol and Telegram is...

  22. Corporate Ladder v2.4: Score Trust After Soft Launch

    A leaderboard that rejects legal runs destroys trust faster than no leaderboard. Corporate Ladder v2.4 closes...

  23. When Local Audit Stats Earn Trust

    Do not add aggregate audit stats until history schema is stable—otherwise weekly FIX counts lie. Critique Agent v0.9...

  24. Critique Agent v1.0: Verified Local Code Audits

    If you chart agent quality from saved runs, accepted must mean the same thing every time—not the model sounded...

  25. Critique Agent: Field Test

    Field test of Critique Agent on the Corporate Ladder monorepo — six validated GO_WITH_NOTES runs, several false...

  26. BTC Buzz Bot: X Publish Loop with Limits

    Field notes from BTC Buzz Bot—a scheduled X publish loop with quote-database origins, Groq news analysis, rate-limit...

Implementation Notes

Manifest Before You Broadcast

Two hundred thirty-four lessons do not fail because Telegram is hard—they fail when copy, visuals, and quizzes live in three places. Prompt Anatomy ships a manifest-backed broadcast CMS on Vercel; Telegram is today’s adapter, not the product.

8 min read · Implementation Notes · Jul 2026

Implementation Notes

The Prism Test for Executive Decisions

Leaders who hold the room converge conflicting inputs into one defensible call—not one longer dashboard. Executive OS at promptanatomy.pro structures high-stakes Decide work separately from the Manage cadence on promptanatomy.ceo.

6 min read · Implementation Notes · Jul 2026

Implementation Notes

Critique Agent: Field Test

Field test of Critique Agent on the Corporate Ladder monorepo — six validated GO_WITH_NOTES runs, several false positives, one fragile RPC check on the run-submit path turned into two regression tests.

7 min read · Implementation Notes · Jul 2026

Implementation Notes

Hiring Prompts Without the Data Leak

A recruiting prompt that reads well can still leak candidate PII or produce a verdict nobody owns. Ten structured US hiring prompts at promptanatomy.help keep role-level fields only and put guardrails before template depth.

6 min read · Implementation Notes · Jun 2026

Implementation Notes

Critique Agent v1.0: Verified Local Code Audits

If you chart agent quality from saved runs, accepted must mean the same thing every time—not the model sounded confident. Critique Agent v1.0 gates SQLite persist on a seven-section contract, one repair retry, and reject-without-persist.

6 min read · Implementation Notes · Jun 2026

Implementation Notes

When Local Audit Stats Earn Trust

Do not add aggregate audit stats until history schema is stable—otherwise weekly FIX counts lie. Critique Agent v0.9 on a local stack adds /audit_stats on top of persisted history, with an honest roadmap for repo context next.

6 min read · Implementation Notes · Jun 2026

Implementation Notes

Corporate Ladder Soft Launch

Optional brand play is not AI implementation maturity—Corporate Ladder on promptanatomy.lol and Telegram is satirical one-thumb engagement, listed on tApps Center, separate from governed workflows on .blog.

5 min read · Implementation Notes · Updated Jun 2026

Implementation Notes

Telegram Game Stack

Architecture and deployment playbook for the six-service stack behind Corporate Ladder—GitHub through Telegram—with what to build in each layer and how to reuse the pattern.

7 min read · Implementation Notes · Jun 2026

Implementation Notes

Classroom Prompt Builder Launch

A polished lesson prompt still fails when mode and output contract are mixed—or when teachers paste unreviewed AI output in front of students. Classroom Prompt Builder at promptanatomy.online separates assembly from execution with teacher-in-the-loop guardrails.

5 min read · Implementation Notes · May 2026

Implementation Notes

The Weekly CEO Brief Pattern

How founders turn scattered KPIs into a repeatable weekly brief—DAILY, WEEKLY, and STRATEGIC modes with Fast, Deep, and Board output contracts—and where the free AI Operations Center at promptanatomy.ceo fits in the Prompt Anatomy ecosystem.

6 min read · Implementation Notes · Apr 2026

Implementation Notes

Shipping Prompt Anatomy

Field note on shipping the Prompt Anatomy hub — bilingual landing, Stripe lifetime access, six-module training, and where it sits in the ecosystem beside .blog and .site.

5 min read · Implementation Notes · Updated Jun 2026

Implementation Notes

The Prompt Anatomy Ecosystem Map

Where to read, practice, and build—promptanatomy.blog for frameworks, promptanatomy.site for discover-and-try, promptanatomy.app for training, and how other properties fit without duplicating content.

9 min read · Implementation Notes · Mar 2025