Topic: python
1,527 skills in this topic.
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database-migrations
Safe database migration strategies for zero-downtime deployments. Covers backward-compatible changes, data migrations, and rollback procedures.
dadbodgeoff/drift 770
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api-client
Centralized TypeScript API client with typed namespaces, automatic token refresh with request deduplication, TanStack Query integration, and consistent error handling.
dadbodgeoff/drift 770
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distributed-lock
Prevent race conditions across multiple instances. Only one instance can hold a lock at a time. Automatic expiration prevents deadlocks.
dadbodgeoff/drift 770
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audit-logging
Comprehensive audit logging for compliance and security. Track user actions, data changes, and system events with tamper-proof storage.
dadbodgeoff/drift 770
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rate-limiting
Implement subscription-tier aware API rate limiting with sliding window algorithm. Use when building SaaS APIs that need per-user or per-tier rate limits with Redis or in-memory storage.
dadbodgeoff/drift 770
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deduplication
Event deduplication with canonical selection, reputation scoring, and hash-based grouping for multi-source data aggregation. Handles both ID-based and content-based deduplication.
dadbodgeoff/drift 770
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roam
Codebase comprehension via roam-code CLI. Use when exploring codebases, planning modifications, debugging failures, assessing PR risk, or checking architecture health. Triggers on: understanding project structure, pre-change safety checks, finding symbols/files, blast radius analysis, affected tests, health scoring, refactoring guidance, code review. Requires roam-code installed (`pip install roam-code`) and an indexed project (`roam init`).
Cranot/roam-code 449
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code-review
Review code changes for compliance with project conventions - Pydantic v2 syntax, layer separation (repositories vs services), type hints
the-momentum/open-wearables 1,238
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scrapling-official
Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; web_fetch fails; the site has anti-bot protections; write Python code to scrape/crawl; or write spiders.
D4Vinci/Scrapling 36,133
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octopoda-memory
Persistent memory across sessions — recall, store, share, audit decisions, snapshots, and version history
RyjoxTechnologies/Octopoda-OS 109
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atomic-execution
Executes tasks in isolated states using atomic XML execution plans (GSD pattern).
winstonkoh87/Athena-Public 456
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brand-foundations
Automated Q&A sequence that extracts the 7 core brand pillars and outputs a finalized brand_guidelines.md.
winstonkoh87/Athena-Public 456
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circuit-breaker
Mandatory systemic pause when cumulative red flags exceed threshold. Forces disengagement across Trading, Spending, Relationships, Work, and Energy domains.
winstonkoh87/Athena-Public 456
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client-pricing
Commercial pricing engine for freelance deliverables. Encodes the pricing hierarchy, tiered anchor-floor tables, negotiation decision tree, and rate collapse prevention.
winstonkoh87/Athena-Public 456
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consiglieri-protocol
Mandatory pre-flight checklist for high-variance social contracts. Covers the Pryce Test, Exit Test, STFU Clause, Blast Radius Audit, Vibe Veto, and Adult-to-Adult comms rewrite.
winstonkoh87/Athena-Public 456
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synthetic-parallel-reasoning
Automates Protocol 75 v4.0, forcing 4 parallel external API calls (Domain Expert, Adversarial Skeptic, Cross-Domain Pattern Matcher, Zero-Point First Principles) with an Adversarial Convergence Gate. The 'Einstein Protocol' application.
winstonkoh87/Athena-Public 456
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zenith-execution
Unified trade execution suite: Half-Kelly sizing, stop-loss calculation, Monte Carlo simulation, and portfolio rebalancing. Absorbs: kelly-mandate, stop-loss-calc, monte-carlo-sim, portfolio-rebalancer.
winstonkoh87/Athena-Public 456
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trading-risk-gate
Unified pre-trade safety gate: Ruin check (Law #1), ergodicity audit, and win-rate dominance validation. Absorbs: ergodicity-check, law-of-ruin, win-rate-dominance.
winstonkoh87/Athena-Public 456
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academic-delivery
8-step pipeline for academic deliverables — essays, reports, analysis, capstones. Encodes the full intake-to-delivery workflow with automatic red-team triggering.
winstonkoh87/Athena-Public 456
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Spec-Driven Development
Interrogates the user to build a complete design specification before writing any code. Prevents "vibe coding" failures.
winstonkoh87/Athena-Public 456
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Diagnostic-First Refactoring
A non-destructive, decoupled analysis protocol for refactoring code. Generates a "Bill of Materials" report before any code is touched.
winstonkoh87/Athena-Public 456
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micro-commit
Enforces strict, atomic commit hygiene. Splits large diffs into logical, revertible units.
winstonkoh87/Athena-Public 456
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statistical-analysis
Structured pipeline for statistical analysis deliverables — SPSS, R, Python. Covers reliability, chi-square, correlation, regression, assumption checking, and client-ready reporting.
winstonkoh87/Athena-Public 456
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git-worktree-swarm
Automates the complex setup of parallel git worktrees for agentic swarms with dependency-aware wave execution.
winstonkoh87/Athena-Public 456