andurilcode/craftwork

1

causal-inference Apply causal inference whenever the user is interpreting metrics, debugging system behavior, reading A/B test results…

andurilcode/craftwork

45

2

analogical-thinking Apply analogical thinking whenever the user is designing a system, architecture, or process and would benefit from st…

andurilcode/craftwork

37

3

probabilistic-thinking Apply probabilistic and Bayesian thinking whenever the user needs to reason under uncertainty, compare risks, priorit…

andurilcode/craftwork

37

4

scenario-planning Apply scenario planning whenever the user is making long-term decisions, building roadmaps, evaluating strategies, or…

andurilcode/craftwork

37

5

first-principles-thinking Apply first principles thinking whenever the user is questioning whether a design, strategy, or solution is fundament…

andurilcode/craftwork

35

6

inversion-premortem Apply inversion and pre-mortem thinking whenever the user asks to evaluate a plan, strategy, architecture, feature, o…

andurilcode/craftwork

33

7

cognitive-bias-detection Apply cognitive bias detection whenever the user (or Claude itself) is making an evaluation, recommendation, or decis…

andurilcode/craftwork

32

8

lateral-thinking Apply lateral thinking whenever the user is stuck on a problem, has tried the obvious solutions without success, need…

andurilcode/craftwork

32

9

red-teaming Apply red teaming whenever the user wants to stress-test a system, plan, architecture, security model, or decision ag…

andurilcode/craftwork

32

10

decision-synthesis Apply decision synthesis whenever the user has completed analysis — run multiple frameworks, mapped the problem, iden…

andurilcode/craftwork

30

11

five-whys-root-cause Apply 5 Whys and root cause analysis whenever a problem keeps recurring, a fix didn't hold, or the user is trying to …

andurilcode/craftwork

28

12

epistemic-mapping Apply epistemic mapping whenever the user is starting an analysis, entering unknown territory, or needs to understand…

andurilcode/craftwork

27

13

cynefin-framework Apply the Cynefin framework whenever the user is deciding how to approach a problem, choosing between solutions, or a…

andurilcode/craftwork

25

14

decision-intelligence Apply when ALL THREE conditions hold: (1) a single decision or belief is evaluated — not comparing multiple options; …

andurilcode/craftwork

25

15

second-order-thinking Apply second-order thinking whenever the user is making a decision, proposing a change, or evaluating an action — esp…

andurilcode/craftwork

25

16

theory-of-constraints Apply Theory of Constraints (TOC) whenever the user asks why a system, team, pipeline, or process isn't going faster,…

andurilcode/craftwork

25

17

reasoning-orchestrator Apply this skill first whenever the user presents a problem, question, or situation that requires structured thinking…

andurilcode/craftwork

24

18

systems-thinking Apply systems thinking frameworks whenever the user asks to evaluate, assess, audit, review, or analyze anything — a …

andurilcode/craftwork

24

19

retrospective-counterfactual Apply retrospective and counterfactual reasoning whenever something has already happened and the user needs to unders…

andurilcode/craftwork

22

20

fermi-estimation Apply Fermi estimation whenever the user needs a quantitative answer but lacks precise data — or when a number is nee…

andurilcode/craftwork

21

21

stakeholder-power-mapping Apply stakeholder and power mapping whenever the user is navigating organizational decisions, driving change, launchi…

andurilcode/craftwork

21

22

business-logic-extractor Extract and document business logic, domain models, and product rules from a codebase into a structured llms.txt-styl…

andurilcode/craftwork

12

23

context-cartography Use when designing what goes into an agent's context window — system prompts, tool definitions, retrieval results, or…

andurilcode/craftwork

9

24

bisociative-creativity Apply bisociative creativity whenever the user wants to generate genuinely novel ideas, concepts, names, narratives, …

andurilcode/craftwork

8

25

context-debugging Use when an agent is failing, producing wrong output, ignoring instructions, hallucinating, or behaving unexpectedly …

andurilcode/craftwork

8

26

context-eval Evaluate whether a context engineering harness actually improves agent outcomes. Use when the user wants to measure, …

andurilcode/craftwork

8

27

deep-document-processor Apply disciplined multi-pass reading to extract token-efficient, decision-relevant context from large documents, code…

andurilcode/craftwork

8

28

summarizer Apply this skill whenever the user asks to summarize, condense, distill, or compress any content — a document, articl…

andurilcode/craftwork

8

29

test-challenger Challenge AI-generated (or any) unit tests to find false positives — tests that pass against wrong behavior. Use this…

andurilcode/craftwork

8

30

code-review-amplifier Apply this skill whenever the user asks to review code, a PR, a diff, or a merge request — or when they paste code an…

andurilcode/craftwork

7

31

context-gap-analyzer Identify implicit context missing from a codebase that would most improve agent performance. Use whenever someone ask…

andurilcode/craftwork

7

32

edd Use when iterating on agent harnesses, system prompts, context pipelines, or any context artifact that will run repea…

andurilcode/craftwork

7

33

llms-txt-generator Generate llms.txt-style context documents — token-budgeted, section-per-concept Markdown optimized for LLM and RAG co…

andurilcode/craftwork

7

34

architecture-evaluation Apply architecture evaluation whenever the user faces a system design decision — choosing between architectures, eval…

andurilcode/craftwork

6

35

context-compressor Maximize signal-per-token in agent context windows. Use whenever context is being assembled for a task and the questi…

andurilcode/craftwork

6

36

game-theoretic-analysis Apply game-theoretic analysis whenever multiple agents, actors, teams, or systems interact strategically — where each…

andurilcode/craftwork

6

37

evidence-synthesis Apply evidence-synthesis whenever the user has multiple sources of evidence and needs to reach a conclusion — especia…

andurilcode/craftwork

5

38

negotiation-strategy Apply negotiation strategy whenever the user needs to prepare for, navigate, or debrief a negotiation — whether forma…

andurilcode/craftwork

5

39

presentation-craft Apply this skill whenever the user needs to create, plan, structure, or improve a presentation, talk, pitch, keynote,…

andurilcode/craftwork

5

40

topic-explainer Apply this skill whenever the user asks to have a topic, concept, technology, or idea explained to them. Triggers on …

andurilcode/craftwork

5

41

agent-instruction-forge Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, …

andurilcode/craftwork

4

42

argument-craft Apply argument-craft whenever the user needs to communicate a recommendation, persuade stakeholders, or structure a c…

andurilcode/craftwork

4

43

context-engineering-orchestrator Entry point for context engineering work. Routes to the right skill based on what the user needs — creating instructi…

andurilcode/craftwork

4

44

debugging-methodology Apply debugging methodology whenever the user faces a software failure they cannot explain — a broken test, unexpecte…

andurilcode/craftwork

4

45

difficult-conversations Apply difficult-conversations whenever the user needs to prepare for a conversation involving conflict, power dynamic…

andurilcode/craftwork

4

46

ethical-reasoning Apply ethical reasoning whenever the user faces a decision, design, or action with moral implications — especially wh…

andurilcode/craftwork

4

47

execution-planning Apply execution-planning whenever the user has made a decision and needs to turn it into action — decomposing work, s…

andurilcode/craftwork

4

48

experimental-design Apply experimental-design whenever the user needs to test a hypothesis, validate an assumption, or determine whether …

andurilcode/craftwork

4

49

facilitation-design Apply facilitation-design whenever the user needs to plan a meeting, workshop, retrospective, or any group session ai…

andurilcode/craftwork

4

50

fairness-auditing Apply fairness auditing whenever the user describes a system, algorithm, policy, or process that allocates outcomes a…

andurilcode/craftwork

4