Skip to main content

ajbmachon/ajbm-skills

SkillsMP has collected 22 skills from ajbmachon/ajbm-skills. Open a skill to review its source and details.

Latest recorded source activity
SkillsMP catalog refreshed
skills collected
22
GitHub stars
7
GitHub forks
2

Skills in this repository

Showing 22 of 22 collected skills.

occupation
Data Scientists
description

USE WHEN improve prompt, write prompt, craft prompt, analyze prompt, prompt engineering, subagent prompts. Analyze, craft, and improve prompts using 19 research-backed techniques. Modes - Analyze (critique existing), Craft (build from scratch), Teach (explain…

updated
occupation
Market Research Analysts & Marketing SpecialistsSales Representatives of Services, Except Advertising, Insurance, Financial Services, & Travel
description

Use when creating offers, pitches, pricing, guarantees, value propositions, or marketing copy - guides through Alex Hormozi's $100M Offers methodology including Value Equation optimization, MAGIC naming, guarantee frameworks, value stacking, and…

updated
occupation
Market Research Analysts & Marketing Specialists
description

USE WHEN write tweet, Twitter thread, LinkedIn post, viral hook, edit tweet, analyze tweet, improve engagement, social media copy. Applies hook fundamentals (direct reader targeting, benefit-first, avoid overused patterns), engagement triggers (social proof,…

updated
occupation
Software Developers
description

USE WHEN agent alignment, delegation alignment, agent handoff, multi-agent delegation, agent-to-agent task transfer. Structured AI-to-AI alignment protocol that prevents context compression loss, assumption stacking, and constraint evaporation during task…

updated
occupation
Customer Service RepresentativesBill & Account Collectors
description

USE WHEN negotiate, negotiation, salary, deal, difficult conversation, confrontation, give feedback, persuade, convince, influence, get buy-in, tactical empathy, voss, never split the difference, prepare for conversation, practice negotiation, roleplay…

updated
occupation
Software Quality Assurance Analysts & Testers
description

Use when writing, reviewing, or reporting tests. Enforces trustworthy testing through the Testing Trophy strategy, 15 evidence-based principles, disciplined mocking, AI oracle prevention, anti-pattern detection, and honest execution reporting. Applies to…

updated
occupation
Network & Computer Systems Administrators
description

Access Twitter/X data via the `twitter` CLI tool — fetch bookmarks, search tweets, read timelines, view profiles, post tweets, and more. Cookie-based auth, no API key needed. USE WHEN: twitter, tweets, bookmarks, x.com, tweet search, twitter search, post…

updated
occupation
Project Management Specialists
description

Multi-agent debate with visible transcripts where specialized agents respond to each other. USE WHEN council, debate, perspectives, weigh options, deliberate, multiple viewpoints, collaborative critique. Collaborative-adversarial — use Red Team for purely…

updated
occupation
Management Analysts
description

Decompose to axioms, challenge inherited assumptions, reconstruct from verified truths. USE WHEN first principles, fundamental, root cause, decompose, deconstruct, challenge assumptions, rebuild from scratch, question everything.

updated
occupation
Management Analysts
description

Structured multi-angle exploration — 2-8 scientific lens passes over the same problem to surface requirements single-pass analysis misses. USE WHEN iterative depth, deep exploration, multi-angle analysis, multiple perspectives, examine from angles, surface…

updated
occupation
Project Management Specialists
description

Adversarial analysis using parallel agents to find fatal flaws in arguments. Produces steelman plus counter-argument. USE WHEN red team, attack idea, counterarguments, critique, stress test, poke holes, devil's advocate, find weaknesses, break this, parallel…

updated
occupation
Biochemists & Biophysicists
description

Hypothesis-test-analyze cycles for systematic problem-solving — the meta-pattern underlying all the other thinking modes. USE WHEN think about, figure out, try approaches, experiment with, iterate on, improve, optimize, define goal, generate hypotheses,…

updated
occupation
Management Analysts
description

Multi-mode analytical thinking — first principles decomposition, iterative depth analysis, multi-agent council debates, adversarial red teaming, and scientific hypothesis testing. USE WHEN first principles, decompose, deconstruct, challenge assumptions,…

updated
occupation
Software Developers
description

USE WHEN extract wisdom, analyze video, analyze podcast, analyze article, extract insights, key takeaways, what did I miss, extract from YouTube, content analysis, insight report. Content-adaptive wisdom extraction — detects what domains exist in the content…

updated
occupation
Software Developers
description

USE WHEN transferring a PAI skill to a standard Claude Code plugin, porting skills between environments, strip PAI specifics, adapt PAI skill for marketplace, extract skill from PAI. Guides the transformation of PAI-embedded skills into standalone…

updated
occupation
Writers & AuthorsSpecial Effects Artists & Animators
description

USE WHEN brainstorm, generate options, break out of default thinking, need diverse alternatives, explore creative angles, the first answer feels too obvious, name something, come up with hooks, find unconventional approaches. Applies Verbalized Sampling…

updated
occupation
Software Developers
description

USE WHEN setup automatic linting, add linter hook, configure code formatting on completion, enable lint on save. Auto-detects project type (JS/Python/Rust/Go/Deno/Biome), installs linter if missing, creates config with sensible defaults, wires a Stop hook in…

updated
occupation
Software Developers
description

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

updated
occupation
Software Quality Assurance Analysts & Testers
description

Use when implementing any feature or bugfix before implementation changes. Enforces test-first behavior: write a failing test, verify failure, implement minimal code, and prove green.

updated
occupation
Project Management Specialists
description

USE WHEN spec, requirements, interview, flesh out idea, plan feature, business idea, design review, ideation, document draft, devil's advocate, stress test, brainstorm, clarify, quick spec, scope this, help me think through, what am I missing. Crystallize…

updated
occupation
Software Developers
description

USE WHEN distill, extract skill, capture patterns, teach from conversation, learn from session, skill from conversation. Analyzes conversations to extract user guidance patterns — corrections, questions, quality gates, analysis modes — and collaboratively…

updated
occupation
Data Scientists
description

Analyze Langfuse traces, design evaluations, and iterate on AI applications. Use when user mentions langfuse, traces, spans, generations, evals, scores, datasets, or experiments. Codex uses a local Python Langfuse CLI to query real telemetry and return…

updated
Showing 22 of 22 collected skills.