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Michael Denyer

@michael-denyer

Software Engineer and Bioinformatician

65 skills1 repository 3.3K

Skills (65)

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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.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

deslop

Free

Remove AI-generated code slop and clean up code style

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when that behavior breaks and keeps passing when only the internals change.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

recall

Free

Reconstruct your recent working context from your own chat history, live state, and the shared record (user reports, prior fixes, incidents), then hand back a tight current-state brief. Use for 'recall my work on X', 'catch me up', 'what have I been working on', 'where did I leave off', before starting or resuming work, and before telling the user that something was never recorded.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

Keep a reviewable decision trail for long-running or unattended work: a TSV log with one row per decision (what, why, evidence, result). Local by default; commit it when a reviewer needs the trail to trust the result. Use for /show-me-your-work, autonomous or multi-phase runs, or work a human reviews after stepping away.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work. Use for poteto, /poteto-mode, or requests to work in this style.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

Apply when two or more fixes that share one premise have failed the same gate. Write the premise down and test it directly before you write another fix that assumes it.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

Watch an open PR — fix failing CI, handle the straightforward review comments, and drive it to a mergeable state. Claude Code analog of Cursor's built-in /babysit. Use after opening a PR when the user wants the agent to shepherd it without re-prompting.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

Resolve merge conflicts non-interactively, validate build and tests, and finalize conflict resolution

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

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.

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michael-denyer/pstack-claude3.3KUpdated Oct 22, 2026

Is this your account? Link GitHub to bring it onto your creator page (Japanese)