139 reviewed entries
The card catalog for the whole working library.
Search instruments, prompts, skills, recipes, tutorials, receipts, verified StrAItegy writing, and selected public references. Every entry shows what it is, where it came from, and when it was checked.
139 OF 139 ENTRIES
Instruments
Built by Zain · Working local resource
Aim Ledger
Turn a fuzzy intention into a contract you can inspect.
Plain-language goal builder. Runs entirely in the browser; display name is provisional.
Instruments
Built by Zain · Working local resource
Draft Pantry
Check whether the shelves hold enough substance to publish.
Content-substance diagnostic. Runs entirely in the browser; display name is provisional.
Instruments
Built by Zain · Working local resource
Right Rig
Match the machine to the mission.
AI model router. Runs entirely in the browser; display name is provisional.
Instruments
Built by Zain · Working local resource
Cruxpress
Put the load-bearing beliefs under pressure.
Assumption stress test. Runs entirely in the browser; display name is provisional.
Instruments
Built by Zain · Working local resource
Decision Cut
Cut the discussion down to the call.
Decision brief generator. Runs entirely in the browser; display name is provisional.
Instruments
Built by Zain · Working local resource
Claim Trail
See where every important claim came from and where it can break.
Claim-mapping instrument. Runs entirely in the browser; display name is provisional.
Instruments
Built by Zain · Working local resource
Workprint
Leave a readable print of how the work was made.
Public AI Work Receipt. Runs entirely in the browser; display name is provisional.
Workflow recipes
Built by Zain · Working local resource
Turn an Annoyance into a Public Tool
Convert one recurring irritation into a small, inspectable tool without inventing a platform around it.
A complete Hub workflow with inputs, approval gates, failure behavior, verification, a starter prompt, and a synthetic example.
Workflow recipes
Built by Zain · Working local resource
Turn a Successful AI Conversation into a Reusable Skill
Extract the method that made one conversation work, then package and test it without preserving accidental chat history.
A complete Hub workflow with inputs, approval gates, failure behavior, verification, a starter prompt, and a synthetic example.
Workflow recipes
Built by Zain · Working local resource
Research a Decision without Losing Source Boundaries
Build a recommendation from traceable claims while keeping sourced facts, calculations, inference, and judgment visibly separate.
A complete Hub workflow with inputs, approval gates, failure behavior, verification, a starter prompt, and a synthetic example.
Workflow recipes
Built by Zain · Working local resource
Convert a Workflow into a Community Teaching Resource
Turn a working process into a rights-cleared lesson that starts with a familiar artifact and ends with independent practice.
A complete Hub workflow with inputs, approval gates, failure behavior, verification, a starter prompt, and a synthetic example.
Workflow recipes
Built by Zain · Working local resource
Add Human Approval Gates to an Agent Workflow
Place deliberate review points before an agent creates cost, changes records, reaches people, or crosses a privacy boundary.
A complete Hub workflow with inputs, approval gates, failure behavior, verification, a starter prompt, and a synthetic example.
Workflow recipes
Built by Zain · Working local resource
Verify Whether an AI Workflow Actually Works
Test the artifact, decisions, failure cases, and human effort instead of treating a green run status as proof of value.
A complete Hub workflow with inputs, approval gates, failure behavior, verification, a starter prompt, and a synthetic example.
Tutorials
Built by Zain · Working local resource
From Annoyance to Public Tool
Follow one recurring irritation from observation to a tested local tool and an honest release decision.
A complete Hub tutorial with a staged walkthrough, synthetic example, verification checklist, reusable artifact, and demo outline.
Tutorials
Built by Zain · Working local resource
Turn a Great Chat into a Reusable Skill
Extract the durable method from a successful conversation, package it cleanly, and test whether a fresh agent can reproduce the result.
A complete Hub tutorial with a staged walkthrough, synthetic example, verification checklist, reusable artifact, and demo outline.
Tutorials
Built by Zain · Working local resource
Agent Reliability for Nondevelopers
Design agent work so a nondeveloper can see the contract, authority boundary, evidence, failure, and recovery path.
A complete Hub tutorial with a staged walkthrough, synthetic example, verification checklist, reusable artifact, and demo outline.
Tutorials
Built by Zain · Working local resource
How to Know Whether Your AI Workflow Actually Works
Build a small honest evaluation that compares artifacts, exposes failures, and limits adoption to what the evidence demonstrates.
A complete Hub tutorial with a staged walkthrough, synthetic example, verification checklist, reusable artifact, and demo outline.
Receipts
Built by Zain · Working local resource
Aim Ledger receipt
Convert a fuzzy intention into a testable local goal contract.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Receipts
Built by Zain · Working local resource
Draft Pantry receipt
Reveal missing raw material before prose polish.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Receipts
Built by Zain · Working local resource
Right Rig receipt
Route a task to durable capability classes.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Receipts
Built by Zain · Working local resource
Cruxpress receipt
Find the least-supported load-bearing belief and a useful test.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Receipts
Built by Zain · Working local resource
Decision Cut receipt
Compress option sprawl into a reviewable recommendation.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Receipts
Built by Zain · Working local resource
Claim Trail receipt
Trace a conclusion through classified claims and evidence.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Receipts
Built by Zain · Working local resource
Workprint receipt
Produce a readable record of AI and human contribution.
Public process disclosure covering inputs, AI role, human role, checks, and limits.
Prompts
Curated by Zain · Curated public resource
Competitive Landscape Analyzer
Combine Porter’s Five Forces with competitor profiling to identify threats, opportunities, and positioning options.
Porter’s Five Forces. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
Curated by Zain · Curated public resource
BCG Growth-Share Matrix Portfolio Analysis
Classify business units and turn the portfolio view into resource-allocation choices and a 12-month action roadmap.
BCG Growth-Share Matrix. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
Curated by Zain · Curated public resource
Blue Ocean ERRC Grid
Challenge industry assumptions by deciding what to eliminate, reduce, raise, and create.
Blue Ocean Strategy. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
Curated by Zain · Curated public resource
Executive Document Writer
Turn complex material into an answer-first executive document with a logical supporting hierarchy.
Pyramid Principle. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
Executive Summary Pyramid Writer
Compress a long report into a decision-ready summary that leads with the key answer.
Pyramid Principle. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
Curated by Zain · Curated public resource
Employee Skill Matrix Builder
Assess team capabilities, expose gaps, and create a visual development plan with proficiency ratings.
Getting Things Done. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
Curated by Zain · Curated public resource
MEDDIC Deal Qualification Checklist
Apply MEDDIC to a B2B opportunity, expose qualification gaps, and prioritize actions that could move the deal.
MEDDIC. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
GPCT Discovery Guide
Build a sales discovery conversation around goals, plans, challenges, and timeline.
GPCT. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
Gap Selling Problem Identification Framework
Map a prospect’s current state, desired future state, quantified impact, and urgency drivers.
Gap Selling. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
Curated by Zain · Curated public resource
AIDA Copy Framework
Shape marketing copy through attention, interest, desire, and action instead of asking for generic persuasion.
AIDA. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
LinkedIn Social Selling Playbook
Plan relationship building, thought leadership, and conversion paths for professional social selling.
AIDA. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
Structured Design Critique
Review usability, visual design, brand alignment, and user experience through specific, actionable feedback.
Design Thinking. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
The Commitment Debt Tracker
Find commitments that were made but never closed, including promises that may not appear on a written task list.
Atomic Habits. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
The Routine Archaeologist
Reconstruct the routine a person actually lives from how they describe their days, rather than from an idealized schedule.
Atomic Habits. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
PUBLIC ↗Curated by Zain · Curated public resource
The Habit Stack Architect
Attach a new behavior to an existing routine and design the cue, response, and reinforcement deliberately.
Atomic Habits. Public listing recovered from The Prompt Depot; continue to the source for the prompt body.
Prompts
Curated by Zain · Curated public resource
The 1% Gains Finder
Find small improvements across a system, then rank them by cumulative usefulness rather than novelty.
Atomic Habits. Full public prompt recovered from The Prompt Depot with source attribution.
Prompts
Built by Zain · Working local resource
AI Fluency Practice Planner
Turn a vague desire to get better at AI into a four-week practice plan built around real work, visible reps, and evidence of improvement.
Deliberate Practice. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
AI Confidence Without Bluffing
Separate what you genuinely understand from what you have only seen demonstrated, then choose a credible next move without pretending to be further along.
Confidence Calibration. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Tutorial to Real Work Converter
Convert an AI tutorial, video, or saved post into one bounded experiment on work you already do.
Transfer of Learning. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Personal AI Use-Case Map
Find the parts of your job where AI can create leverage without outsourcing the judgment that makes you valuable.
Job Decomposition. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Reusable Context Pack Builder
Build a portable context pack that gives an AI the durable facts, standards, examples, and boundaries it needs for a recurring job.
Context Architecture. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Context Gap Auditor
Diagnose why an AI output is generic, wrong, or oddly confident by tracing the missing or conflicting context behind it.
Context Gap Analysis. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Invisible Expertise Interviewer
Extract the tacit cues, exceptions, thresholds, and judgment patterns an experienced person uses but rarely documents.
Critical Decision Method. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Source Hierarchy Designer
Decide which sources govern a project, which merely inform it, and what happens when they disagree.
Source Governance. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Judgment Calibration Interview
Turn a fuzzy quality instinct into explicit criteria, examples, tradeoffs, and reversal conditions without flattening taste into a scorecard.
Judgment Calibration. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Strategic Signal Filter
Separate decision-changing AI developments from novelty, recycled commentary, and anxiety-producing noise.
Signal Detection. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Quality Bar From Examples
Derive a usable quality standard from contrasting examples while preserving the context that makes each example succeed or fail.
Comparative Evaluation. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Assumption Flip Workshop
Find the assumption carrying a strategy, flip it, and see whether the recommendation survives before resources are committed.
Assumption Stress Test. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Delegate or Keep Human?
Decide whether AI should do, prepare, challenge, observe, or stay out of a task based on stakes, context, trust, and reversibility.
Delegation Boundary. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Agent Assignment Contract
Turn an ambitious request into a precise agent assignment with outcome, evidence, authority, and an honest stop condition.
Work Contract. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Human Approval Gate Designer
Place human review where it changes risk rather than adding ceremonial approval to every step.
Human-in-the-Loop Design. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Workflow Durability Test
Test whether an AI workflow survives incomplete inputs, changed context, repeat runs, and ordinary operational failure.
Reliability Testing. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Claim-to-Evidence Mapper
Map every important claim in a draft to the evidence, derivation, inference, or judgment carrying it.
Claim Ledger. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Evidence-Boundary Research Brief
Research a decision while keeping public, private, licensed, remembered, and inferred material from bleeding into one another.
Evidence Boundary. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Research Question Sharpener
Turn a broad topic into a falsifiable research question tied to a decision, evidence threshold, and stopping rule.
Decision-Led Research. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
AI ROI Reality Check
Compare claimed AI productivity gains with the review, correction, coordination, and learning costs that often disappear from the story.
Total Cost of Workflow. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Team AI Working Agreement
Create a practical team agreement for disclosure, review, sensitive data, ownership, learning, and escalation when AI enters everyday work.
Team Operating Agreement. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
AI Pilot Pre-Mortem
Imagine an AI pilot failed six months from now, then expose the workflow, adoption, evidence, and ownership problems most likely to cause it.
Pre-Mortem. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Cognitive Apprenticeship Designer
Redesign an AI-assisted workflow so junior people still get the reps, feedback, and visibility needed to develop senior judgment.
Cognitive Apprenticeship. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Proof of Thought Publisher
Turn an AI-assisted artifact into a public-safe explanation of sources, decisions, checks, and limitations without exposing private process debris.
Public Work Receipt. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Own the Workstream
Turn a one-turn answer into bounded ownership through a finished, validated result.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Set the Finish Line
Define what genuine completion means before motion turns into drift.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Choose the Method
Give the agent responsibility for the path while preserving the outcome and constraints.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Kill Artifact Theater
Check whether the work changes a decision or capability instead of merely creating another file.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Stop at Done
Stop when the completion bar is met and only preference-level changes remain.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Ask the Smallest Question
Request only the missing input that could materially change the result.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Respect the Boundary
Move freely inside the brief and stop at consequential edges.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Lock the Phase
Prevent research, design, implementation, and publishing from collapsing into one uncontrolled move.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Preserve Decisions
Keep settled constraints and prior corrections from dissolving across a long run.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Re-solve Cleanly
Test whether the inherited path still wins when the crux is solved again from current evidence.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Protect the Crux
Spend the most effort on the smallest failure capable of breaking the conclusion.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Calibrate the Claim
Separate what was derived, sourced, inferred, and guessed before setting confidence.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Test the Alternative
Check whether another explanation fits the same evidence just as well.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Name the Reversal
State the observation that would actually change the conclusion.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Draw Blood
Run a real adversarial pass that can change the answer, not a decorative caveat.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Find the Decision-Changing Unknown
Rank uncertainty by its chance of changing the decision.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Use an Evidence Budget
Stop research when the claims carrying the answer are supported well enough.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Use Tools Where They Beat Recall
Reserve tools for retrieval, computation, comparison, and validation that improve the decision.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Try a Real Fallback
Change the retrieval path once or twice before declaring the evidence unavailable.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Orchestrate, Don't Swarm
Parallelize independent work and keep dependent judgments sequential.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Separate Machinery from Judgment
Use deterministic methods for repeated mechanics and human or model judgment for meaning and tradeoffs.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Report Outcomes, Not Tool Chatter
Keep long-running updates sparse and tied to meaningful changes in state.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Validate Before Done
Require the strongest relevant check before calling the work complete.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Check the Seams
Test the handoffs between individually correct components.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Compress Without Loss
Remove repetition and decoration while keeping the decision, evidence, caveat, and next move.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Preserve the Artifact
Fix the named failure without quietly changing the artifact's purpose or voice.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Answer at Earned Certainty
Lead with the direct, conditional, or bounded answer the evidence can actually support.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Prompts
Built by Zain · Working local resource
Give the Executive Readout
Return the decision, its supporting claims, the break condition, and the next action.
Tradecraft control. Original prompt by Zain Haseeb with complete copy-ready text.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Humanizer
A writing-editing skill that targets recognizable AI-writing patterns using a public signs-of-AI-writing reference.
Recovered from the original Hub catalog. Inspect its instructions and license before adopting it into a production workflow.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Skill Creator
A guide for creating or updating reusable Claude skills with specialized knowledge, workflows, or tool integrations.
The public listing describes a licensed six-file package. Review LICENSE.txt and the files before installation.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Internal Comms
Reusable formats for leadership updates, status reports, company newsletters, FAQs, incidents, and project updates.
The public listing describes a licensed package. Company-specific examples still need privacy review.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Doc Coauthoring
A structured coauthoring workflow for proposals, specifications, decision documents, and other reader-tested documentation.
Useful when context transfer and iterative reader checks matter more than one-shot drafting.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Xlsx
Create, edit, analyze, format, and recalculate spreadsheets while preserving formulas and workbook structure.
The public listing describes a licensed package. Formula recalculation and rendered review remain essential checks.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Pptx
Create and edit presentation decks, layouts, notes, and comments with a reusable slide-production workflow.
The public listing describes a licensed multi-file package. A rendered slide review is still required.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Extract, create, merge, split, and fill PDFs through a reusable document-processing workflow.
The public listing describes a licensed package. OCR quality, page order, and visual output need separate verification.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Docx
Create and modify Word documents while preserving formatting, tracked changes, comments, and extracted text.
The public listing describes a licensed package. Tracked changes and final rendering need human inspection.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Frontend Design
Create distinctive production-grade interfaces while avoiding generic generated-page patterns.
The public listing describes a licensed package. Distinctiveness is a direction; rendered usability still has to be tested.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Webapp Testing
Test local web applications with browser interaction, frontend checks, screenshots, and console inspection.
The public listing describes a licensed package. It supports evidence gathering; it does not replace a test strategy.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
MCP Builder
Guide the design of Model Context Protocol servers and their tools in Python or TypeScript.
The public listing describes a licensed package. Authentication, least privilege, and destructive-tool boundaries require their own review.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Anthropic Skills
Anthropic’s public repository of skill examples and reusable patterns.
Recovered from the original Hub catalog. Treat examples as references and review each package’s license and behavior.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Deep Research
Plan and execute evidence-led research that separates sourced facts, inference, uncertainty, and the decision the research needs to support.
A practical everyday research workflow. Use the source hierarchy and verification discipline even when the research question feels familiar.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Decide
Turn a stuck or overloaded choice into explicit options, criteria, tradeoffs, and a decision that can be revisited when evidence changes.
Best for consequential choices with a real tradeoff, not for manufacturing ceremony around obvious reversible decisions.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Business Brainstorm
Generate and pressure-test business ideas against customer pain, unfair advantages, constraints, and a smallest useful experiment.
Useful when brainstorming needs to end in a testable opportunity rather than an undifferentiated list of ideas.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Customer Research
Design interviews and synthesize customer evidence without converting assumptions, anecdotes, or leading questions into false certainty.
Strong for turning interviews into evidence while keeping observation, interpretation, and recommendation distinct.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Competitor Profiling
Build a competitor profile from verifiable evidence, positioning choices, customer alternatives, and strategic implications instead of feature-table theater.
Pairs well with the Hub's Competitive Landscape Analyzer when the profile needs to drive a positioning decision.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Grill With Docs
Interrogate a technical or strategic plan through one focused question at a time, then turn the answers into a clearer domain model and decision record.
Zain's installed copy is a deliberate local fork because upstream became a hub-and-spoke stub. Review upstream and the adaptation notes before adopting.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Human Review
Open a structured human review surface for plans and decisions so edits, approvals, and rejection context return to the agent as evidence.
The tool creates a review interface; the workflow still needs an explicit authority boundary and a plan for stale or changed payloads.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Plain Writing
Revise dense or artificial prose into direct, concrete language while preserving the writer's meaning and chosen voice.
Zain's copy contains two local trigger and voice overrides. The original repository is linked so readers can distinguish upstream from the adaptation.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Avoid AI Writing
Detect and revise common AI-writing habits such as vague abstraction, canned contrast, over-signposting, and synthetic certainty.
The detector is described but is not automatically wired by the skill. Treat it as a review aid, not a substitute for editorial judgment.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Handoff
Create a durable handoff that preserves mission, state, decisions, evidence, blockers, next actions, and the exact pickup message for another agent.
Zain's installed copy is a Skillsmith-optimized superset. The linked repository remains the origin and the local differences are declared.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Teach
Explain a concept through a learning progression, checks for understanding, and practice that reveals whether the learner can use the idea.
Useful for converting an explanation into capability. Preserve the learner's actual work context rather than forcing a generic lesson plan.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Zoom Out
Reframe a solution-shaped request by examining the larger system, underlying problem, and simpler paths before committing to implementation.
The original skill was removed upstream, so the repository is provenance rather than a current install target. Zain retains a local copy.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Meta Research
Run heavyweight multi-source research with explicit planning, evidence collection, synthesis, and confidence boundaries for consequential questions.
Zain renamed this adopted copy to Meta Research so the lighter everyday research skill could keep the Deep Research name.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Dossier
Build an evidence-backed profile of a company, person, market, or topic with organized claims, sources, gaps, and implications.
Use a dossier to support a decision, not to create an impressive-looking pile of facts. Rights and source quality still govern what can be shared.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Skillify
Capture a repeatable workflow from successful work and package it as a reusable skill instead of leaving the method trapped in one conversation.
Useful after a workflow has succeeded on a real task. For Zain's own skill meta-work, Skillsmith remains the governing process.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Diagram Design
Choose and build a diagram whose structure makes a system, sequence, hierarchy, or decision easier to understand than prose alone.
Zain's adopted v2.2.1 includes a local composition and validation patch. The original repository remains the source of attribution.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Convert Documents to Markdown
Convert common document formats into portable Markdown while preserving useful structure and calling out extraction or OCR limitations.
Portable Markdown can make knowledge easier to inspect and reuse, but converted tables, reading order, and OCR still need verification.
Skills & workflows
PUBLIC ↗Curated by Zain · Curated public resource
Define Goal
Translate an open-ended project into one durable objective with measurable outcomes, bounded authority, checkpoints, validation, and a verifiable stop condition.
Best for long-running work where persistence needs a real completion bar. It shapes the objective; it does not replace the working instructions.
Skills & workflows
Built by Zain · Working local resource
Context Pack Architect
Build or repair a reusable context pack with source hierarchy, quality examples, authority boundaries, freshness rules, and a real-work test.
Created for professionals whose repeated AI work is generic or inconsistent because the real context and judgment remain scattered.
Skills & workflows
Built by Zain · Working local resource
Delegation Brief
Turn a rough request into a precise AI assignment with observable outcome, evidence contract, authority boundary, checkpoints, and stop condition.
Created for managers and operators who want agent persistence without mission drift or silently expanded authority.
Skills & workflows
Built by Zain · Working local resource
Workflow Reliability Check
Test an AI workflow across normal, incomplete, out-of-scope, repeat-run, stale-context, and recovery cases before relying on it.
Created for professionals who need proof that a workflow survives ordinary failure instead of merely succeeding once in a demo.
Skills & workflows
Built by Zain · Working local resource
Tradecraft
Apply a disciplined operating layer to consequential reasoning, design, writing, research, and agentic work, then test whether the result earned its confidence.
Use it when the cost of a polished wrong answer is real. The manual cannot create capability a model does not have; it is designed to eliminate avoidable sloppiness inside that ceiling.
Skills & workflows
Built by Zain · Working local resource
Agentcraft
Design, compose, harden, diagnose, and attest agents and multi-agent systems so repeated delegation becomes an inspectable operating system.
Use it for the crew, not the individual prompt. It covers agent definitions, team patterns, unattended operation, memory, attestation, and cross-harness placement.
StrAItegy writing
PUBLIC ↗Built by Zain · Published public resource
The Rules Nobody Wrote Down
The unwritten operating rules of working with AI agents, written down.
The closest public statement of the StrAItegy Hub operating philosophy.
StrAItegy writing
PUBLIC ↗Built by Zain · Published public resource
The Missing Rung
Why the ladder from AI user to AI operator has a gap.
Pairs the proficiency model with an explicit path into real practice.
StrAItegy writing
PUBLIC ↗Built by Zain · Published public resource
The AI Proficiency Ladder: Prompting
A staged model for moving from casual prompting to real fluency.
Useful when a team needs shared vocabulary before a training plan.
StrAItegy writing
PUBLIC ↗Built by Zain · Published public resource
Surface Area Strategy
Why exposure to AI compounds and how to widen it deliberately.
A durable strategy lens; treat it as an argument, not measured law.
StrAItegy writing
PUBLIC ↗Built by Zain · Published public resource
The Exponential Blindspot
Why linear planning struggles with rapid AI capability change.
Best used to open a planning discussion, then ground decisions in current evidence.
StrAItegy writing
PUBLIC ↗Built by Zain · Published public resource
Fix Robotic AI Writing
A practical playbook for removing mechanical patterns from model-assisted prose.
The checklist remains useful when paired with real editorial judgment.
Tools & platforms
PUBLIC ↗Curated by Zain · Curated public resource
Claude Code
An agentic terminal for coding and broader file-backed operational work.
Recovered from the original Hub catalog. Powerful because it can act on files and tools; permissions and review boundaries matter.
Tools & platforms
PUBLIC ↗Curated by Zain · Curated public resource
NotebookLM
A source-grounded workspace for asking questions across supplied material.
A useful demonstration of grounded answers; source quality and interpretation still belong to the user.
Tools & platforms
PUBLIC ↗Curated by Zain · Curated public resource
Obsidian
A local Markdown-based knowledge workspace.
Plain files make a knowledge system portable and legible to many AI tools; plugins still require judgment.
Tools & platforms
PUBLIC ↗Curated by Zain · Curated public resource
Excalidraw
A fast, open drawing surface for explaining systems and decisions.
Useful because a rough diagram can expose a broken model before polished slides hide it.
GitHub repositories
PUBLIC ↗Curated by Zain · Curated public resource
simonw/llm
A command-line interface for working across many language models.
A strong reference for tooling designed to outlive a single provider.
GitHub repositories
PUBLIC ↗Curated by Zain · Curated public resource
Awesome MCP Servers
A large community-maintained index of Model Context Protocol servers.
Use it for discovery, then review the actual server, permissions, and maintenance state before installing.