GitHub
workflow-or-agent-decider
Decide between a scripted workflow and an autonomous agent harness, then scaffold the chosen path. Use when scoping new agentic systems or tool integrations.
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aufrank AI Skills
GitHub ↗Browse published AI skills maintained by aufrank. Compare skill descriptions and follow each source repository for setup instructions.
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16Repository stars across indexed skills
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16Average repository stars per indexed skill
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GitHub
querying-jira-programmatically
Run Jira MCP searches (Rovo or JQL) via mcpc-backed Python wrappers with cached tool schemas and file-backed outputs. Use when Codex needs deterministic Jira queries using @jira and mcpc (no direct HTTP).
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GitHub
using-mcp-tools-with-mcpc
Use mcpc CLI to interact with MCP servers - call tools, read resources, get prompts. Use when working with Model Context Protocol servers, calling MCP tools, or accessing MCP resources programmatically; prefer...
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GitHub
long-running-harness-kit
Design long-running agent harnesses with resumable checkpoints and initializer/coder handoffs. Use when tasks span multiple sessions or require recovery after interruption.
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GitHub
creating-mcp-code-mode-skills
A meta-skill for authoring high-performance, verifiable, long-running MCP skills using Code Mode. This skill blends Anthropic and OpenAI skill-authoring guidance with Code-Mode-first, MCP-backed execution, dyna...
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GitHub
parallelizing-with-worktrees
Create and manage Git worktrees to parallelize agent tasks safely. Use when you need multiple concurrent checkouts (sub-agents, parallel edits, or isolated experiments) and want deterministic setup/cleanup with...
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GitHub
skills-audit
Audit skill folders for guideline compliance and portability. Use when validating SKILL.md files against skill_development_guidelines.md or checking for non-portable examples, hard-coded paths, or missing refer...
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GitHub
working-with-notion-programmatically
Use mcpc to interact with the Notion MCP server: connect sessions, search workspace content, fetch pages/databases, and run helper scripts for common Notion actions.
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GitHub
querying-notion-programmatically
Run Notion MCP searches for pages/blocks and fetch page comments via mcpc-backed Python wrappers. Use when Codex needs deterministic, file-backed Notion queries (filters come later).
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GitHub
slicing-long-contexts
Use when a prompt or corpus is long/dense (multi-docs, logs, codebases) and you want a reproducible map/reduce pipeline. Trigger this skill to slice inputs, run per-slice codex/gemini subcalls, and aggregate re...
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GitHub
creating-skills
General skill authoring and improvement. Use when creating or updating any skill (with or without MCP), selecting structure, generating scaffolds, or packaging resources (scripts/references/assets/templates) th...
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GitHub
eval-harness-kit
Build and run deterministic evaluation suites for agent workflows (single-turn or agentic). Use when you need reproducible eval runs with manifests, graders, metrics, and JSONL logs for capability or regression...
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GitHub
inspecting-the-environment
Fast environment briefing for agents and subagents. Use at session start to learn OS/shell, container/WSL/VM status, git repo + upstream + dirty state, Python venv status/locations, markdown folders to read, an...
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GitHub
pincer-planning
Bidirectional planning for ambiguous or design-heavy tasks. Use when the user requests help breaking down a problem or formulating a plan, and also when an existing plan has too many gaps or needs refinement; c...
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GitHub
tool-quality-audit
Audit tool integrations for deterministic behavior, error contracts, and logging before agents depend on them. Use when adding or updating tools or MCP servers.
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GitHub
agent-workflow-playbook
Guide plan → instrument → execute → validate with explicit checkpoints and questions. Use for ambiguous tasks or when enforcing a consistent agent workflow.
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