Coding & Dev Tools

athola Bundle

Evaluate Claude skill quality through auditing. Use when reviewing or auditing skills.

athola Skill

Generates a Mermaid sequence diagram showing how data moves between components. Use when tracing request flows or documenting data transformation pipelines.

athola Skill

Builds or updates the code knowledge graph via tree-sitter AST and SQLite. Use when setting up the graph before search or blast-radius analysis.

athola Bundle

Browse hookify rule catalog. Use when installing pre-built rules or browsing categories. Do not use when writing custom rules; use hookify:writing-rules.

athola Skill

Analyzes code change impact with risk scoring and affected-node mapping. Use before merging to understand what a change touches and what lacks test coverage.

athola Bundle

Audits shell scripts for correctness, portability, and common pitfalls. Use when reviewing shell scripts or before committing shell changes.

athola Skill

Applies event-driven async messaging to decouple producers and consumers. Use when designing real-time or multi-subscriber systems needing loose coupling.

athola Skill

Applies client-server architecture for web/mobile apps. Use when designing systems with centralized backend services, trust boundaries, or offline-first sync.

athola Skill

Models a business in its own language. Use when the domain has real business rules to capture.

athola Skill

Applies microservices for independent deployment and per-service scaling. Use when teams need autonomous release cycles with distinct capability scaling needs.

athola Skill

Applies coarse-grained service architecture for deployment independence. Use when independent deployment is needed but shared databases rule out microservices.

athola Skill

Applies Functional Core, Imperative Shell to isolate logic from side effects. Use when business logic is entangled with I/O or unit tests are slow and brittle.

athola Skill

Applies modular monolith with enforced internal boundaries. Use when teams want service-level autonomy without distributed system overhead.

mahasvin24 Skill

Document durable repository-local context across conversations. Use when asked to remember, log, or recover important project information, or when work reveals decisions, constraints, discoveries, failed approaches, gotchas, or unresolved threads that future agents or developers will need. Do not use as an exhaustive activity log or user-facing changelog.

mahasvin24 Skill

Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.

mahasvin24 Skill

Refactor existing code for clarity, maintainability, or reduced complexity while preserving behavior. Use when asked to clean up, simplify, reorganize, deduplicate, or remove proven dead code. Do not use for feature work or intentional behavior changes.

athola Bundle

Tracks quotas, monitors thresholds, and degrades gracefully for rate-limited APIs. Use when integrating external services that impose rate or cost limits.

athola Bundle

Registers external services with health checks, central config, and unified execution. Use when integrating multiple external services needing coordination.

athola Skill

Select hook scope (plugin, project, global) by audience. Use when authoring a hook.

athola Bundle

Test skills via TDD in fresh subagents. Use when validating behavior or preventing bias.

athola Bundle

Delegates tasks to Gemini CLI implementing delegation-core for Google's models. Use when delegation-core selects Gemini or 1M+ token context is needed.

athola Bundle

Pre-implementation gate covering think-first, simplicity, surgical edits, and verifiable goals. Use when starting implementation to verify the approach.

athola Skill

Decides hand-vs-compiler for loop transforms (unrolling, SIMD, fusion, branchless). Use when reviewing/authoring a hot loop or tempted to hand-optimize one.

athola Skill

Rebuild the dev environment: uv, Python tiers, pins, traps. Use when onboarding or toolchain breaks. Do not use for daily commands; use night-market-operations.

athola Skill

Initializes a stacked branch set from an ordered plan, one branch per slice with parent-child links. Use when a plan has 2+ sequentially dependent changes.

athola Skill

Cascades a rebase through an entire PR stack after a base PR merges or upstream changes. Use when a stack needs to incorporate new base branch commits.

athola Bundle

Updates, generates, and validates tests using git-workspace context and TDD/BDD methodology. Use when code changes require new or updated test coverage.

athola Bundle

Detects AI-generated writing patterns in prose. Use when reviewing docs for slop, vague language, or identity leaks before publishing.

athola Bundle

Extracts writing style patterns from exemplar text into a reusable profile. Use when creating a style guide or learning a specific author's voice.

athola Bundle

Plans, drafts, and refines technical tutorials for developers. Use when writing step-by-step guides or getting-started walkthroughs backed by working code.

athola Bundle

Extracts a user's writing voice from text samples via SICO comparative analysis. Use when building a voice profile for consistent generation.

athola Skill

Traces execution paths through the code graph with criticality scoring and Mermaid charts. Use when understanding how a function propagates through the system.

athola Bundle

Guide minimal code via a decision ladder with full safety, edge, and negative-case coverage. Use when adding code, choosing a dependency, or auditing a diff.

chinthakat Skill

Review a proposed design, plan, architecture or RFC in one adversarial pass and produce ranked findings, each with a concrete failure scenario. Use when asked to review, critique, poke holes in or sanity-check a design before it is built, and before committing to anything expensive to reverse.

chinthakat Skill

Build or debug an app that has to keep working with no network — local writes, a queue, and reconciliation on reconnect. Use when adding offline support, when work is lost on a dropped connection, when sync produces duplicates or silently drops records, or when photos and other large files need to survive being captured out of coverage.

chinthakat Skill

Design or change content, templates, forms, quizzes, pricing rules or configuration that is authored, published, and then consumed by sessions already in progress. Use when editing a published item changes what someone mid-way through sees, when "why did this record's score change?" has no answer, or when retiring an item breaks historical records.