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Claude Skills by williamwue

github.com/williamwue
254 skillsA× 2543 installs79 views
Triage Issue ReportsA

Triage Slack issue reports with one thread-only verdict, evidence review, cause-aware routing, tracker dedupe, and fail-closed ticket creation. Use only from the configured Benny triage automation.

ai-agentsrustgo
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WhyA

Investigate design rationale, historical tradeoffs, regressions, and thresholds using cited history and available evidence sources.

ai-agentsrustgo
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ArchitectA

Ground a nontrivial design, compare distinct caller-first type and module sketches, then implement within scope and redesign when evidence contradicts the shape.

ai-agentsgit
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ArenaA

Compare independent candidates for the same artifact, cross-judge them, select a base, integrate stronger ideas, and verify the result.

ai-agentsapidatabase
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Authoring A SkillA

Create or revise a scoped, discoverable Skill and validate that its instructions change useful decisions.

ai-agents
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Automate MeA

Turn a user's recurring working conventions into a concise personal mode Skill with evidence and review.

ai-agents
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Autonomous RunA

Drive one bounded engineering task through evidence-based iterations to a fixed predicate without stopping for routine intermediate prompts.

ai-agentsrust
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Autopilot FullA

Run an explicitly authorized queue through one-owner-per-change build, independent root verdict, and owner-executed landing until its bounded completion predicate is reached.

ai-agentsrustgo
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Autopilot StackA

Build, independently verify, and arrange an authorized queue as one linear reviewable change stack while reserving every landing decision for the operator.

ai-agentsrustgo
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BabysitA

Inspect or drive a pull request toward merge-ready while keeping status checks, repair authority, and merge authority separate.

ai-agentsrustdocumentation
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Blast RadiusA

Find downstream breakage a diff may cause and prove its load-bearing safety assumptions against real code.

ai-agentsapidatabase
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BroA

Restate the assistant's immediately preceding message in clear, concise, everyday language.

ai-agentsgo
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2
Bug FixA

Diagnose and fix a reproducible software defect with bounded scope, same-surface evidence, and independent root verification.

ai-agents
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2
Check CancellationA

Verify an active delegated worker can be cancelled and its generation excluded from accepted results.

ai-agents
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2
Check Custom RoleA

Verify a generated canonical read-only role is discovered and applied to one delegated worker.

ai-agents
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2
Check DelegationA

Verify one read-only delegated worker, result collection, and independent root verification.

ai-agents
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Check Follow UpA

Verify a second read-only instruction continues on the same delegated worker with preserved context.

ai-agents
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Check InteractionA

Verify that a runtime collects one fixed choice and one user-authored value without silently inventing either response.

ai-agents
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Check Model RoutingA

Verify one delegated worker resolves an explicit alternate model and reasoning setting with observable runtime metadata.

ai-agents
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Check PanelA

Verify parallel independent candidates, frozen review inputs, and separate review and synthesis sessions.

ai-agents
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Check ParallelA

Verify two independent read-only workers start before waiting and return separately attributable results.

ai-agents
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Check ResourcesA

Verify that a packaged Skill can resolve its own references, assets, and executable helper without changing the workspace.

ai-agents
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Check Stale ReplayA

Verify a cancelled worker can later deliver its retained old-generation result without that stale result being accepted.

ai-agents
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Check TranscriptA

Verify a root session can retrieve a completed delegated worker transcript independently from its delivered result.

ai-agentsapi
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Check Writer IsolationA

Verify one delegated writer changes only an isolated workspace while a separate observer remains read-only.

ai-agents
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2
Create Verification SkillA

Create a project-local Skill that launches and drives the real user surface, captures evidence, and cleans up safely.

ai-agentsgoapi
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EvalA

Run a blinded, repeatable comparison of workflow or model variants using real artifacts and a frozen rubric.

ai-agents
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FeatureA

Add or intentionally change behavior through an evidence-backed design, bounded implementation, and matching-surface verification.

ai-agents
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Figure It OutA

Design and execute an auditable plan for a complex task that lacks a narrower workflow.

ai-agentsgo
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HillclimbA

Improve one measurable outcome through bounded, single-change experiments against a frozen harness.

ai-agentsperformance
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HowA

Explain how a code path or subsystem works through evidence-backed exploration and a verified architectural walkthrough.

ai-agentsrustgo
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InterrogateA

Run an adversarial multi-session review with identical inputs, frozen findings, independent synthesis, and root-owned judgment.

ai-agentsrustgo
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InvestigationA

Answer a read-only engineering question from repository evidence without changing implementation files.

ai-agents
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Maintain Verification SkillA

Audit a project verification Skill against source and live user paths, correcting proven drift in its own files.

ai-agentsrustdocumentation
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Make Bot UiA

Build a local control page that submits validated actions to an authenticated webhook, with optional private-network access.

ai-agentsrust
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Multi Phase PlanA

Write a reviewable dependency plan with verifiable units, owner boundaries, live checks, and explicit execution gates.

ai-agentsperformance
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No CommentsA

Review comments and suppressions in a scoped diff, remove redundant ones, and encode real constraints in structure where feasible.

ai-agentsdocumentation
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Opening A PrA

Prepare and, only when explicitly requested, publish a reviewed branch as a ready pull request with verified scope and evidence.

ai-agentsperformance
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OrchestrateA

Coordinate a standing multi-session engineering program through durable briefs, bounded rolling work, independent verification, and a continuously safe integration frontier.

ai-agentsgo
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Pause SafelyA

Stop explicitly requested in-flight engineering work at a durable boundary and leave a checkpoint another session can validate and resume.

ai-agentsgo
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Perf IssueA

Fix one performance defect using representative before and after traces and a correctness gate.

ai-agentsperformance
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Poteto ModeA

Route a software-engineering request to the smallest admitted Oh My Stack workflow while preserving root ownership and evidence boundaries.

ai-agentstypescriptrust
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Principle Attack The PremiseA

Apply when two or more fixes that share one premise have failed the same gate. Take a census of which actors hold the imbalance before the next fix, then question the premise instead of writing another fix that assumes it.

ai-agents
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Principle Boundary DisciplineA

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.

ai-agentsrustshell
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Principle Build The LeverA

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.

ai-agentsrustsql
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Principle Encode Lessons In StructureA

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.

ai-agentsapi
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Principle Exhaust The Design SpaceA

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.

ai-agents
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Principle Experience FirstA

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

ai-agentsgoapi
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Principle Fix Root CausesA

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.

ai-agentsdebugging
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Principle Foundational ThinkingA

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.

ai-agents
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