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Guided skills · 1.1.0

Release date recorded in the store catalog: 2026-10-12.

• 108 instructional skill packs with staged task runbooks and acceptance checks.
• MIT starter instructions, templates and synthetic worked examples accompany the premium guides. Each pack contains its exact file scope and licence notices.
• Previously distributed MIT copies, including guided edition 1.0.0, retain their existing permissions.

Recorded change from 1.0.0

Edition 1.1.0 identifies the task runbooks, acceptance checks and guided-edition usage guide as single-user premium material. Starter files remain MIT licensed; previously distributed 1.0.0 copies retain their MIT permissions. The licence and exact file scope are supplied in each pack.

Read the existing guided-edition terms · Inspect the skill catalog

Analysis category

Guided edition 1.1.0; guided instructions only.

AI design category

Guided edition 1.1.0 with separate toolkit edition 1.0.0.

RAG & Chatbot Evaluation

Score recorded retrieval and chatbot outputs, compare a baseline with a regression and inspect release gates.

Offline metadata checks. Semantic answer quality and factual grounding still need human assessment.

Recorded test configuration

Executed on Windows with Python 3.12.14 on 12 October 2026: 16 behavior tests passed. This edition was not separately executed on Linux or macOS.

Current-edition summary only; a between-edition change history is not recorded here.

Inspect this edition’s input, command and synthetic result

Automation category

Guided edition 1.1.0 with separate toolkit edition 1.0.0.

MIS Reporting & Reconciliation

Reconcile orders and payments with runnable Python and SQL, surfacing discrepancies and duplicates while avoiding join multiplication.

A local Python/SQLite reference workflow. Adapting it to your own reporting schema requires review.

Recorded test configuration

Validated on Windows with Python 3.12.14 and SQLite 3.53.1: 22 behavioral tests passed. Python 3.10 is the source-level minimum, not a claim that every Python/platform combination was tested.

Current-edition summary only; a between-edition change history is not recorded here.

Inspect this edition’s input, command and synthetic result

Customer intelligence category

Guided edition 1.1.0 with separate toolkit edition 1.0.0.

Feedback Intelligence

Turn a feedback CSV into a traceable theme report, an evidence ledger and a review queue.

Deterministic rule-based tagging. Review sentiment and ambiguous language before using the findings.

Recorded test configuration

Tested on Windows with Python 3.12.14. Of 18 tests, 17 passed and one filesystem symlink test was skipped because the host disallowed creating links; a separate test exercises link rejection.

Current-edition summary only; a between-edition change history is not recorded here.

Inspect this edition’s input, command and synthetic result

NLP & retrieval category

Guided edition 1.1.0; guided instructions only.

Data engineering category

Guided edition 1.1.0; guided instructions only.

Build and Evaluate Your First RAG Assistant

Current published edition: 1.1.1 · 38-page PDF, EPUB and companion project.

Companion revision r1

The companion README’s edition label was corrected to 1.1.1. The full PDF and EPUB were unchanged by this label correction.

The 17 companion tests passed. A recorded local Ollama run covers 12 synthetic cases, one threshold experiment and one repeated question: 9 real model calls and 5 retrieval bypasses. The book includes raw outputs, a rejected invented citation and a contradictory answer with a valid citation. These are teaching observations, not production accuracy claims. Independent human technical and assistive-technology review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Evaluate Retrieval with Evidence

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 12 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Validate Structured AI Outputs

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 13 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Build a Prompt Regression Test Suite

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 12 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Debug Chunking and Context Selection

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 12 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Design Reliable Agent Tool Contracts

Current published edition: 1.0.0 · 22-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 11 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Trace and Triage AI Application Failures

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 11 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Create Useful Synthetic Evaluation Datasets

Current published edition: 1.0.0 · 22-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 11 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Build AI Evaluation Scorecards That Explain Tradeoffs

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 11 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Automate CSV Reporting with Python

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 13 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Reconcile Business Data with SQL

Current published edition: 1.0.0 · 22-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 14 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Build Reliable File Ingestion Pipelines

Current published edition: 1.0.0 · 20-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 14 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Write Data Quality Rules That Explain Failures

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 14 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Debug SQL Joins and Table Grain

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 13 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Work Reliably with Dates and Time Zones

Current published edition: 1.0.0 · 20-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 14 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Build Forecast Baselines You Can Evaluate

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 14 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Design and Test API Data Contracts

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 17 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Turn Customer Feedback into an Evidence-Based Brief

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Design and Test a Customer Feedback Taxonomy

Current published edition: 1.0.0 · 22-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Measure Retention with Cohort Analysis

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Build a Contact Center Capacity Model

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Write Experiment Readouts with Clear Limits

Current published edition: 1.0.0 · 20-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Estimate Automation Value with Explicit Assumptions

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Create Operational Handoffs That Survive Staff Changes

Current published edition: 1.0.0 · 21-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 10 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.

Design Dashboards Around Real Decisions

Current published edition: 1.0.0 · 23-page PDF, EPUB and companion project.

Current-edition summary only; a between-edition change history is not recorded here.

The 18 companion tests passed on the packaged project. The supplied fictional fixture produced its recorded expected JSON output. EPUBCheck reported no errors or warnings; DAISY Ace and PDF/UA automated checks passed. These local teaching checks are not production accuracy claims or certification. Independent human technical, editorial and assistive-technology reader review remains pending.

These are the recorded checks for the named edition, not independent certification or customer outcomes.