Dev tools skills.
20,075 dev tools skills, including improve-codebase-architecture, tdd and setup-matt-pocock-skills, are listed on ahel today. Each one has a page of its own that says what it does and whether ahel can serve it in Claude, Claude Code, ChatGPT, Codex and Cursor.
Category: Dev tools
20,075 results · page 572 of 670
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publication-readySkillDev tools
Generate publication-quality figures following journal standards for Nature, Cell, and other high-impact journals. Use when user wants to create figures for papers, presentations, or reports with professional formatting. Triggers: "publication figure", "paper figure", "Nature style", "journal figure
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quant-researchSkillDev tools
Use when running quantitative research with dsh-quant — factor evaluation, backtests, risk analysis, fund simulation, walk-forward validation, or the end-to-end research pipeline. Gives the canonical tool chain, alignment conventions (no look-ahead, null padding, factor[i]→returns[i+1]) and the out-
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reproducibilitySkillDev tools
Audit or repair ML experiment reproducibility and review whether code changes preserve recorded outputs. Use for reproducibility blockers, before-and-after experiment checks, or preparing a reproducible experiment package.
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retrofitSkillDev tools
Analyze energy conservation measures — apply upgrades and compare before/after performance. Use when user asks about "retrofit", "upgrade", "ECM", "energy savings", or "what-if analysis".
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server-upgradeSkillDev tools
Triage a Jellyfin server release against JellyRock's API usage by editing the ONE per-version release-triage digest issue (auto-opened by CI) with verdicts and filing per-finding sub-issues for the changes worth standalone tracking. Consumes the Phase-2 data report (`.api-watch/cache/findings-candid
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snagSkillDev tools
Handle a flaw found mid-work without switching gears. Start it the moment a defect, bug, gap or regression surfaces while doing other work, BEFORE any fix is drafted. A trivial slip is fixed on the spot. Anything else is investigated read-only (reproduce, root cause, history of the broken lines, wha
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spatial-patternsSkillDev tools
Identify genes and features with significant spatial patterns and organization. Use when user wants to find spatially variable genes, spatial autocorrelation, or spatial clustering patterns. Triggers: "spatially variable genes", "spatial pattern", "Moran's I", "spatial autocorrelation", "which genes
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start-projectSkillDev tools
This skill should be used ONLY when the user explicitly types "/start-project" (optionally with a slug). It begins a new tracked JellyRock project under docs/projects/ — running scaffold-project.sh to create PLAN.md from docs/projects/_TEMPLATE.md and index it in the projects README, then walking th
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state-sweepSkillDev tools
Find missing interface and service states such as loading, empty, partial, permission, timeout, stale data, validation, failure, interruption, and recovery. Use when a designer asks what states or edge cases are missing from a screen, component, journey, or feature.
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swiftpm-build-inspectorSkillDev tools
Diagnose SwiftPM graph overhead across dependencies, plugins, module variants, branch pins, macros, binary targets, and slow CI or local Xcode builds.
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troubleshootSkillDev tools
Diagnose and resolve common issues in spatial transcriptomics analysis. Use when analysis fails, produces unexpected results, or user encounters errors. Triggers: "error", "failed", "not working", "issue", "problem", "help", "unexpected result", "debug", "fix", "wrong output".
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tuist-flaky-test-stabilizerSkillDev tools
Stabilize flaky Tuist tests identified by test-insights URLs, test case IDs, or inconsistent local runs; covers test and product-code causes.
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tuist-generation-doctorSkillDev tools
Diagnose Tuist generation, build, and launch failures when `tuist generate`, generated Xcode workspaces, or apps fail or diverge from the source project.
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tuist-migration-plannerSkillDev tools
Plan Xcode-to-Tuist migrations for hand-maintained projects, including target, setting, and dependency mapping plus generated build, test, signing, and launch parity.
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tuist-workspace-navigatorSkillDev tools
Operate Tuist-generated Xcode workspaces with `tuist generate`, focused generation, tags, buildable folders, and post-generation build or test commands.
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wizard-formSkillDev tools
How the apps/web wizard-form engine works and how to extend it — the generic multi-step form engine (ADR-0015) behind urban & photovoltaic project creation/editing and site creation & update (custom, urban-zone, demo). Use when working on any guided multi-step form, adding a new wizard-form flow or
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xcode-build-baselineSkillDev tools
Benchmark Xcode clean, cached-clean, zero-change, and incremental builds with fixed inputs, timing summaries, and `.build-benchmark/` artifacts.
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xcode-build-strategistSkillDev tools
Coordinate end-to-end Xcode build optimization audits with recommend-first, approval-gated fixes, specialist analysis, wall-clock priorities, and re-benchmark proof.
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xcode-build-tunerSkillDev tools
Implement approved Xcode build-speed fixes after strategist approval or explicit requests covering build settings, script phases, Swift compilation, or SwiftPM graphs; re-benchmark results.
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xcode-compile-profilerSkillDev tools
Profile Swift and mixed-language compile bottlenecks from timing summaries, frontend diagnostics, type-check warnings, CompileSwiftSources, and SwiftEmitModule; recommend changes only.
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xcode-project-auditorSkillDev tools
Audit Xcode project and target overhead across schemes, settings, dependencies, run scripts, module maps, and explicit modules; require approval before changes.
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address-review-commentsSkillDev tools
Address PR review comments following test-driven approach. Use when fixing issues raised in code reviews.
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anti-overengineeringSkillDev tools
Anti-overengineering guide based on YAGNI. Use before adding an architectural pattern, during code review, or to challenge an overly complex implementation.
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auto-reviewSkillDev tools
Local auto-review of modified code (no GitLab/GitHub). Runs 5 sequential audits and generates a local report. Ideal for validating code before creating a MR/PR.
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automating-mac-appsSkillDev tools
Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python). Use when asked to "automate Mac apps", "write AppleScript", "JXA scripting", "osascript automation", or "PyXA Python automation". Foundation skill for all macOS app automation.
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automating-remindersSkillDev tools
Automates Apple Reminders using JavaScript for Automation (JXA). Use when asked to "create reminders programmatically", "automate reminder lists", "JXA Reminders scripting", or "manage reminders via automation". Covers list/reminder management, filtering with 'whose' queries, efficient creation via
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bmad-forge-ideaSkillDev tools
Pressure-test an idea through persona-driven interrogation until it hardens, proves out, or dies cheaply. Use when the user says 'forge an idea', 'pressure-test this idea', 'stress-test my thinking', or 'harden this idea'.
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bmad-prfaqSkillDev tools
Working Backwards PRFAQ challenge that stress-tests a product concept customer-first. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.
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bmad-revendorSkillDev tools
Maintainer-only. Use when re-vendoring vendor-skills/BMAD/ against a newer BMAD-METHOD commit — "update BMAD", "re-vendor BMAD", "bump the BMAD pin". Not part of the Hedgehog discipline a consuming project copies; this only applies to the Hedgehog repo itself.
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bring-downSkillDev tools
Moves bespoke, duplicated, or over-local code down into reusable capabilities outside the immediate implementation: framework-native features, stack-aware approved libraries, internal platform products, managed services, or external standards. Use when assessing whether custom code should be replace
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