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bendusz

User

A Project/Product Manager skill for Claude Code: Claude orchestrates delivery — discover, plan, sign-off, then build/review/ship via subagents.

70 indexed · 0 Featured · 4 stars · avg score 73
Prolific

Categories

Indexed Skills (70)

AI & Automation Listed

architect

Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /poteto:architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.

2 Updated 6 days ago
bendusz
AI & Automation Listed

arena

Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for /poteto:arena, 'arena this', 'throw it in the arena', or when one attempt at a non-trivial artifact would lock in the wrong shape.

2 Updated 6 days ago
bendusz
AI & Automation Listed

blast-radius

Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up. Use for 'blast radius of X', 'what could this break', or reviewing a small diff you don't trust.

2 Updated 6 days ago
bendusz
AI & Automation Listed

create-verification-skill

Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /poteto:create-verification-skill, "make a control skill for this repo", or when a project has no scripted way to prove UI/CLI/service behavior.

2 Updated 6 days ago
bendusz
AI & Automation Listed

interrogate

Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Multiple LLM reviewers challenge changes from independent angles.

2 Updated 6 days ago
bendusz
AI & Automation Listed

maintain-verification-skill

Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use for /poteto:maintain-verification-skill or "audit the verify skill".

2 Updated 6 days ago
bendusz
Web & Frontend Listed

principle-build-the-lever

Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or proves it (codemod, script, generator, or a skill your subagents follow) instead of working by hand. The tool is the artifact a reviewer can rerun.

2 Updated 6 days ago
bendusz
Data & Documents Listed

principle-type-system-discipline

Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to the compiler, exhaust variants, derive from authoritative schemas.

2 Updated 6 days ago
bendusz
AI & Automation Listed

reflect

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

2 Updated 6 days ago
bendusz
AI & Automation Listed

teach

Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'.

2 Updated 6 days ago
bendusz
Code & Development Listed

technical-writing

Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /poteto:technical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.

2 Updated 6 days ago
bendusz
AI & Automation Listed

architect

Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /poteto:architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

arena

Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for /poteto:arena, 'arena this', 'throw it in the arena', or when one attempt at a non-trivial artifact would lock in the wrong shape.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

blast-radius

Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up. Use for 'blast radius of X', 'what could this break', or reviewing a small diff you don't trust.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

create-verification-skill

Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /poteto:create-verification-skill, "make a control skill for this repo", or when a project has no scripted way to prove UI/CLI/service behavior.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

interrogate

Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Multiple LLM reviewers challenge changes from independent angles.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

maintain-verification-skill

Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use for /poteto:maintain-verification-skill or "audit the verify skill".

2 Updated 2 weeks ago
bendusz
Web & Frontend Listed

principle-build-the-lever

Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or proves it (codemod, script, generator, or a skill your subagents follow) instead of working by hand. The tool is the artifact a reviewer can rerun.

2 Updated 2 weeks ago
bendusz
Data & Documents Listed

principle-type-system-discipline

Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to the compiler, exhaust variants, derive from authoritative schemas.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

reflect

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

teach

Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'.

2 Updated 2 weeks ago
bendusz
Code & Development Listed

technical-writing

Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /poteto:technical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-prove-it-works

Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'

2 Updated 3 days ago
bendusz
DevOps & Infrastructure Listed

principle-boundary-discipline

Apply when wiring validation, error handling, or framework adapters. Concentrate guards at system boundaries (CLI, config, network, external APIs); trust internal types and keep business logic in pure functions.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-encode-lessons-in-structure

Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.

2 Updated 6 days ago
bendusz
Web & Frontend Listed

principle-exhaust-the-design-space

Apply when facing a novel UI interaction or architectural decision with no precedent in the codebase. Build 2-3 competing prototypes and compare side by side before committing.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-experience-first

Apply when product, UX, or feature-scope tradeoffs come up. Choose user delight over implementation convenience; ship fewer polished features over more rough ones.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-fix-root-causes

Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-foundational-thinking

Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-guard-the-context-window

Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-laziness-protocol

Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward deletion and the smallest change that solves the problem.

2 Updated 6 days ago
bendusz
Code & Development Listed

principle-make-operations-idempotent

Apply when designing commands, lifecycle steps, or processing loops that run amid crashes, restarts, and retries. Converge to the same end state regardless of partial prior runs.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-migrate-callers-then-delete-legacy-apis

Apply when introducing a new internal API while old callers still exist. Migrate callers and delete the old API in the same wave instead of preserving compatibility layers.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-minimize-reader-load

Apply when reviewing or shaping code that's hard to trace. Count layers between question and answer, and hidden state in the reader's head; collapse one-caller wrappers and shrink mutable scope.

2 Updated 6 days ago
bendusz
AI & Automation Listed

principle-model-the-domain

Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files. Encode the domain in a structure instead of scattered conditionals.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-never-block-on-the-human

Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-outcome-oriented-execution

Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway compatibility code.

2 Updated 6 days ago
bendusz
Web & Frontend Listed

principle-redesign-from-first-principles

Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-separate-before-serializing-shared-state

Apply when concurrent actors might write to the same file, branch, key, or state object. Eliminate the sharing first; serialize structurally only when one shared writer is a real invariant.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-sequence-verifiable-units

Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs. Break work into small units that each end in a verifiable state, check each before the next, and order delivery so the sequence proves itself to a reviewer.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-subtract-before-you-add

Apply when sequencing an addition, refactor, or rewrite. Remove dead weight, redundant validators, and stub references first, then build on the simpler base.

2 Updated 6 days ago
bendusz
DevOps & Infrastructure Listed

principle-boundary-discipline

Apply when wiring validation, error handling, or framework adapters. Concentrate guards at system boundaries (CLI, config, network, external APIs); trust internal types and keep business logic in pure functions.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-encode-lessons-in-structure

Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.

2 Updated 2 weeks ago
bendusz
Web & Frontend Listed

principle-exhaust-the-design-space

Apply when facing a novel UI interaction or architectural decision with no precedent in the codebase. Build 2-3 competing prototypes and compare side by side before committing.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-experience-first

Apply when product, UX, or feature-scope tradeoffs come up. Choose user delight over implementation convenience; ship fewer polished features over more rough ones.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-fix-root-causes

Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-foundational-thinking

Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-guard-the-context-window

Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-laziness-protocol

Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward deletion and the smallest change that solves the problem.

2 Updated 2 weeks ago
bendusz
Code & Development Listed

principle-make-operations-idempotent

Apply when designing commands, lifecycle steps, or processing loops that run amid crashes, restarts, and retries. Converge to the same end state regardless of partial prior runs.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-migrate-callers-then-delete-legacy-apis

Apply when introducing a new internal API while old callers still exist. Migrate callers and delete the old API in the same wave instead of preserving compatibility layers.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-minimize-reader-load

Apply when reviewing or shaping code that's hard to trace. Count layers between question and answer, and hidden state in the reader's head; collapse one-caller wrappers and shrink mutable scope.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

principle-model-the-domain

Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files. Encode the domain in a structure instead of scattered conditionals.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-never-block-on-the-human

Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-outcome-oriented-execution

Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway compatibility code.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-prove-it-works

Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'

2 Updated 2 weeks ago
bendusz
Web & Frontend Listed

principle-redesign-from-first-principles

Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-separate-before-serializing-shared-state

Apply when concurrent actors might write to the same file, branch, key, or state object. Eliminate the sharing first; serialize structurally only when one shared writer is a real invariant.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-sequence-verifiable-units

Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs. Break work into small units that each end in a verifiable state, check each before the next, and order delivery so the sequence proves itself to a reviewer.

2 Updated 2 weeks ago
bendusz
DevOps & Infrastructure Listed

principle-subtract-before-you-add

Apply when sequencing an addition, refactor, or rewrite. Remove dead weight, redundant validators, and stub references first, then build on the simpler base.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

project-manager

Use for end-to-end software project delivery, covering discovery, specification, planning, sign-off, decomposition into stories, implementation, review, verification, and shipping. Acts as a Project/Product Manager and delegates all code to specialist subagents.

2 Updated 3 days ago
bendusz
AI & Automation Listed

how

Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem architecture, runtime flow, onboarding mental models. Can critique architecture. Use why for motivation.

2 Updated 6 days ago
bendusz
AI & Automation Listed

typescript-best-practices

TypeScript best practices. Use when reading or editing any .ts or .tsx file.

2 Updated 6 days ago
bendusz
AI & Automation Listed

why

Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.

2 Updated 6 days ago
bendusz
AI & Automation Listed

project-manager

Use for end-to-end software project delivery, covering discovery, specification, planning, sign-off, decomposition into stories, implementation, review, verification, and shipping. Acts as a Project/Product Manager and delegates all code to specialist subagents.

2 Updated 1 weeks ago
bendusz
AI & Automation Listed

how

Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem architecture, runtime flow, onboarding mental models. Can critique architecture. Use why for motivation.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

typescript-best-practices

TypeScript best practices. Use when reading or editing any .ts or .tsx file.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

why

Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.

2 Updated 2 weeks ago
bendusz
AI & Automation Listed

unslop

Cut AI tells from any writing. Must always apply.

2 Updated 6 days ago
bendusz
AI & Automation Listed

unslop

Cut AI tells from any writing. Must always apply.

2 Updated 2 weeks ago
bendusz

Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.