askill
athola

athola

Publisher on askill

7.5k total stars
Skills40
Updated 4/4/2026
GitHub
rust-review
rust-review
athola4/4/2026

Use this skill for Rust-specific code audits. Use when reviewing Rust code, auditing unsafe blocks, analyzing ownership patterns, scanning Cargo dependencies for security. Do not use when general code...

241
AI 87
evaluation-framework
evaluation-framework
athola4/4/2026

Consult this skill when building evaluation or scoring systems. Use when implementing evaluation systems, creating quality gates, designing scoring rubrics, building decision frameworks. Do not use wh...

241
AI 72
session-management
session-management
athola4/4/2026

Manage Claude Code sessions with naming, checkpointing, and resume strategies. Use when organizing long-running work, creating debug checkpoints, managing PR reviews.

241
context-optimization
context-optimization
athola3/31/2026

Use this skill BEFORE starting complex tasks. Check context levels proactively. Use when context usage approaches 50% of window, tasks need decomposition, complex multi-step operations planned, contex...

235
AI 72
rules-eval
rules-eval
athola3/29/2026

Evaluate and validate Claude Code rules in .claude/rules/ directories. Use when auditing rule file quality, validating frontmatter and glob patterns, or checking rules organization before deployment....

233
AI 90
makefile-generation
makefile-generation
athola3/22/2026

Generate Makefiles with testing, linting, and automation targets. Use for project init. Skip if Makefile exists.

222
AI 80
unified-review
unified-review
athola3/16/2026

Use this skill when orchestrating multiple review types. Use when general review needed without knowing which specific skill applies, full multi-domain review desired, integrated reporting needed. Do...

213
AI 82
testing-quality-standards
testing-quality-standards
athola3/15/2026

Cross-plugin testing quality metrics and standards. Referenced by pensive:test-review and parseltongue:python-testing. testing standards, quality metrics, coverage thresholds, anti-patterns Use when...

213
AI 82
bloat-detector
bloat-detector
athola3/15/2026

Detect codebase bloat through progressive analysis: dead code, duplication, complexity, documentation bloat. Use when context usage high, quarterly maintenance, pre-release cleanup, before refactoring...

213
AI 78
scope-guard
scope-guard
athola3/6/2026

Use this skill BEFORE implementing any new feature. This is NON-NEGOTIABLE for scope control. Use when evaluating features during brainstorming, planning new functionality, branches approach size limi...

206
AI 72
mcp-code-execution
mcp-code-execution
athola3/5/2026

Use this skill BEFORE building complex tool chains. Optimize proactively. location: plugin token_budget: 200. Use when >3 tools chained sequentially, large datasets (>10k rows), large files (>50KB), c...

204
AI 76
feature-review
feature-review
athola2/23/2026

Feature review and prioritization with RICE/WSJF/Kano scoring. Creates GitHub issues for suggestions. feature review, prioritization, RICE, WSJF, roadmap, backlog Use when: reviewing features or sugg...

179
AI 88
git-platform
git-platform
athola2/19/2026

Git platform detection and cross-platform command mapping for GitHub, GitLab, and Bitbucket. git platform, forge, github, gitlab, bitbucket, cross-platform Use when: executing forge operations (issue...

176
AI 88
project-brainstorming
project-brainstorming
athola2/19/2026

Guide project ideation through Socratic questioning and constraint analysis for actionable project briefs. Use for starting projects, exploring problems, comparing approaches, feasibility. Skip if req...

176
AI 88
architecture-paradigm-pipeline
architecture-paradigm-pipeline
athola2/19/2026

Consult this skill when designing data pipelines or transformation workflows. Use when data flows through fixed sequence of transformations, stages can be independently developed and tested, parallel...

176
AI 68
bug-review
bug-review
athola2/19/2026

Use this skill for systematic bug hunting with evidence trails. Use when deep bug hunting needed, documenting defects, verifying fixes, systematic debugging required. Do not use when test coverage aud...

175
AI 92
response-compression
response-compression
athola2/19/2026

hype, and unnecessary framing. Includes termination and directness guidelines. Use when: verbose, bloat, concise, compress, direct, efficient response Eliminates response bloat including emojis, fille...

174
AI 95
smart-sourcing
smart-sourcing
athola2/19/2026

balancing accuracy with token efficiency. Use when: source, cite, reference, factual claim, verify, attribution Intelligent sourcing that requires citations only for high-value factual claims.

174
AI 95

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