a5c.ai

Capture raw thoughts with automatic domain classification and vault routing

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Create, track, and land convoys of related beads as primary work orders in the Gas Town multi-agent orchestration framework.

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Process the Refinery merge queue - collect agent work, detect and resolve conflicts, merge in dependency order, and verify integration.

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Research-first development methodology that investigates existing solutions, brainstorms alternatives, and evaluates trade-offs before any implementation begins.

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Red-Green-Refactor TDD methodology with mandatory failing tests, minimal implementation, quality refactoring, and 80% coverage gating.

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AgentShield security audit with 5 scanning categories, 102 static analysis rules, and optional red-team simulation.

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Track beads as git-backed issues with persistent attribution, supporting Gas Town's bead lifecycle and convoy progress monitoring.

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Dynamic context injection, mode switching (dev/review/research), selective loading, and strategic compaction for token optimization.

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Git-backed state management for safe rollback. Create and restore checkpoints with tagged commits and metadata tracking.

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This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research external skills", "find workflow patterns", "survey the skill landscape", "what skills exist out there", or wants to investigate public repositories for extractable processes, babysitter plugins, and reusable procedural insights. Searches GitHub for SKILL.md files, classifies repos by archetype, and maintains structured research under docs/reference-repos/.

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Strict RED-GREEN-REFACTOR cycle enforcement. Tests are never skipped or deferred. Run mode only, never watch mode. Exit code evidence mandatory.

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Author TOML-based Formula workflow templates that become Protomolecules and active Molecules in Gas Town's durable workflow system.

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Atlas turns your STATED NEED into a real systems atlas by SCANNING your actual sources (Azure via `az`, git repos, local dirs) and process/data mining them, THEN enriching against the Atlas knowledge graph. Use this skill when asked to inventory/map your real systems, scan your cloud + repos + directories, mine the real processes or data they contain, or collect their real constraints/gotchas. (atlas, scan my systems, inventory our azure account, map my repos, real systems atlas, process mining, data mining, collect nuances, system discovery)

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Decompose goals into MEOWs (Molecular Expressions of Work) - trackable atomic units following Gas Town's bead-based work model.

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Continuous monitoring using Deacon/Witness patterns for agent health checks, stuck detection, and automated recovery.

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Reference for querying the Atlas knowledge graph through its MCP tools — the SECONDARY enrichment/comparison layer that adds best-practice context to systems you have ALREADY scanned from your real sources (`az`, repos, dirs). Use when you need to look up nodes, edges, kinds, clusters, stats, or wiki pages in Atlas to compare against your real inventory. (atlas graph, query atlas, atlas mcp, search the graph, graph neighbors, atlas record, atlas kinds, enrichment layer)

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System and API design guidance covering component boundaries, data flow, integration patterns, and scalability considerations.

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Mandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every workflow must load at start and update at end.

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Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy

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Feature specification creation from codebase research. Produces requirements, acceptance criteria, architecture decisions, implementation plans, and risk analysis.

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PreToolUse protection blocking sensitive file access across 195+ patterns in 12 categories with bash pipeline analysis and multi-tool ignore support.

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Session-scoped hook lifecycle management with enable/disable/status controls, execution profiling, and color-coded performance alerts.

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Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.

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Pattern extraction, confidence-scored evaluation, skill creation, organization, versioning, and cross-project export pipeline.

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