Skill rating
61 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | thermo-nuclear-code-quality-reviewAnalyzerSoftware developmentmichael-denyer/pstack-claudeAgent Skills Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quali | 100 | 87 | B | — | — | 6 h ago | |
| 2 | B | Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or re | 100 | 84 | C | — | — | 6 h ago | |
| 3 | B | Check a TLA+ model of a system that moves between states, such as a product flow, a protocol, or a service, and draw it as a Mermaid statechart. The report gives the shortest path to each state that b | 100 | 85 | C | — | — | 6 h ago | |
| 4 | B | principle-make-operations-idempotentGeneratorSoftware developmentFinancemichael-denyer/pstack-claudeAgent Skills 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. | 100 | 80 | C | — | — | 6 h ago | |
| 5 | B | Comprehensive security and correctness audit of a branch's changes. Use for thermo nuclear, thermonuclear, or deep review requests, or branch/PR diff audits focused on bugs, breaking changes, security | 100 | 80 | C | — | — | 6 h ago | |
| 6 | B | Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /technical-writing or when writing or reviewing docs, RF | 100 | 80 | C | — | — | 6 h ago | |
| 7 | B | Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away. Scales rigor to the task, runs a hypothesis loop | 100 | 80 | C | — | — | 6 h ago | |
| 8 | B | 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', | 100 | 80 | C | — | — | 6 h ago | |
| 9 | B | Find the mistakes agents keep repeating in this repo and make each one impossible. Try architecture first, then types, then a lint whose error names the fix, then a test, and write docs last. Prove ea | 100 | 80 | C | — | — | 6 h ago | |
| 10 | B | Use only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip when the test path is unclear, expensive, integration | 100 | 80 | C | — | — | 6 h ago | |
| 11 | B | principle-separate-before-serializing-shared-stateGeneratorData and analyticsSoftware developmentmichael-denyer/pstack-claudeAgent Skills 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. | 100 | 76 | C | — | — | 6 h ago | |
| 12 | B | principle-migrate-callers-then-delete-legacy-apisIntegrationSoftware developmentmichael-denyer/pstack-claudeAgent Skills 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. | 100 | 76 | C | — | — | 6 h ago | |
| 13 | B | principle-subtract-before-you-addAnalyzerSoftware developmentmichael-denyer/pstack-claudeAgent Skills Apply when sequencing an addition, refactor, or rewrite. Remove dead code, redundant validators, and stub references first, then build on the simpler base. | 100 | 76 | C | — | — | 6 h ago | |
| 14 | B | principle-type-system-disciplineAnalyzerSoftware developmentMarketingmichael-denyer/pstack-claudeAgent Skills 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 bou | 100 | 76 | C | — | — | 6 h ago | |
| 15 | B | principle-boundary-disciplineAnalyzerSoftware developmentAI and agentsmichael-denyer/pstack-claudeAgent Skills 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 | 100 | 76 | C | — | — | 6 h ago | |
| 16 | B | Apply when product, UX, or feature-scope tradeoffs come up. Choose user delight over implementation convenience; ship fewer polished features over more rough ones. | 100 | 76 | C | — | — | 6 h ago | |
| 17 | B | Apply when debugging. Trace each symptom back to the first place the system went wrong and fix it there. A guard is a fix only when the state it handles is legitimate. | 100 | 76 | C | — | — | 6 h ago | |
| 18 | C | principle-test-behavior-not-implementationGeneratorSoftware developmentmichael-denyer/pstack-claudeAgent Skills 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. | 100 | 73 | D | — | — | 6 h ago | |
| 19 | C | Apply when integrating a new requirement into an existing design. | 100 | 73 | C | — | — | 6 h ago | |
| 20 | C | principle-never-block-on-the-humanProcedureSoftware developmentAI and agentsmichael-denyer/pstack-claudeAgent Skills Apply when tempted to ask 'should I do X?' on reversible work. | 100 | 73 | C | — | — | 6 h ago | |
| 21 | C | Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files. | 100 | 73 | C | — | — | 6 h ago | |
| 22 | C | Make a task deeper, not bigger, then rewrite the prompt. Use for /sharpen. | 100 | 73 | C | — | — | 6 h ago | |
| 23 | C | principle-outcome-oriented-executionProcedureSoftware developmentmichael-denyer/pstack-claudeAgent Skills 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. | 100 | 64 | C | — | — | 6 h ago | |
| 24 | C | principle-prove-it-worksAnalyzerSoftware developmentData and analyticsmichael-denyer/pstack-claudeAgent Skills 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.' | 100 | 64 | C | — | — | 6 h ago | |
| 25 | C | 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. | 100 | 66 | C | — | — | 6 h ago | |
| 26 | C | 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, | 100 | 61 | D | — | — | 6 h ago | |
| 27 | C | principle-foundational-thinkingGeneratorSoftware developmentmichael-denyer/pstack-claudeAgent Skills 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 | 100 | 61 | D | — | — | 6 h ago | |
| 28 | C | 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. | 100 | 58 | D | — | — | 6 h ago | |
| 29 | C | principle-exhaust-the-design-spaceGeneratorSoftware developmentmichael-denyer/pstack-claudeAgent Skills 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. | 100 | 58 | D | — | — | 6 h ago | |
| 30 | C | 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. | 100 | 58 | D | — | — | 6 h ago | |
| 31 | C | 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. | 100 | 58 | C | — | — | 6 h ago | |
| 32 | C | Restate in your own words what you think the user's goals are and what problem they're trying to solve. Use for /in-your-own-words. | 100 | 58 | D | — | — | 6 h ago | |
| 33 | C | Cut AI tells from any writing. | 100 | 57 | D | — | — | 6 h ago | |
| 34 | B | 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. | 100 | 79 | D missing files | — | — | 6 h ago | |
| 35 | C | Restate the last message in plain human language, with no jargon. Use for /bro or when asked to say it plainly. | 100 | 55 | D | — | — | 6 h ago | |
| 36 | B | 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"). | 100 | 80 | D missing files | — | — | 6 h ago | |
| 37 | B | 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 | 100 | 75 | D missing files | — | — | 6 h ago | |
| 38 | B | Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Adversaries try to break a change or design, and | 100 | 76 | D missing files | — | — | 6 h ago | |
| 39 | B | 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 contro | 100 | 75 | C missing files | — | — | 6 h ago | |
| 40 | C | create-formal-verification-skillAnalyzerSoftware developmentmichael-denyer/pstack-claudeAgent Skills Generate a project-local skill that formally verifies the code where a bug costs the most and tests reach the least, in any language, with whichever verification tool fits. Use for /create-formal-veri | 100 | 73 | D missing files | — | — | 6 h ago | |
| 41 | C | create-verification-skillAnalyzerSoftware developmentAI and agentsmichael-denyer/pstack-claudeAgent Skills 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", " | 100 | 73 | D missing files | — | — | 6 h ago | |
| 42 | C | Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal | 100 | 73 | D missing files | — | — | 6 h ago | |
| 43 | C | 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 | 100 | 72 | D missing files | — | — | 6 h ago | |
| 44 | C | 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 | 100 | 72 | D missing files | — | — | 6 h ago | |
| 45 | C | 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. | 100 | 70 | D missing files | — | — | 6 h ago | |
| 46 | C | Catch the user up like /ketchup, with a short subtitled video of slides for what happened and the waiting calls as text under it. Use for /ketchup-video. | 100 | 71 | F missing files | — | — | 6 h ago | |
| 47 | C | Configure which models pstack uses per role. Detects available models and writes the current runtime's override sheet. Use for /setup-pstack, "configure pstack models", changing pstack's model choices | 100 | 69 | D missing files | — | — | 6 h ago | |
| 48 | C | Catch the user up on what changed in this chat since their last message, in plain words and small visuals. List every item waiting on them with what they need to decide it from the reply alone. Use fo | 100 | 71 | F missing files | — | — | 6 h ago | |
| 49 | C | maintain-formal-verification-skillAnalyzerSoftware developmentmichael-denyer/pstack-claudeAgent Skills Bring a project's formal verification back in line with the code after the code changes: find the commits that touched verified code, update the model, harness, or properties to describe the code as i | 100 | 68 | D missing files | — | — | 6 h ago | |
| 50 | C | maintain-verification-skillAnalyzerSoftware developmentData and analyticsmichael-denyer/pstack-claudeAgent Skills 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 f | 100 | 68 | D missing files | — | — | 6 h ago |