template-agentic-use

Solid

Agentic-use and skill-routing workflow for the Research Project Template. USE WHEN discovering relevant skills, making template easier for agents to navigate, auditing docs/prompts skill coverage, checking .cursor/skill_manifest.json, evaluating external skills, reviewing external agentic operating models such as Steward OS, AutoResearch CLI, LEANN, or Agent Skills for Context Engineering, or improving agent onboarding/routing without changing project behavior.

AI & Automation 19 stars 1 forks Updated today Apache-2.0

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Quality Score: 84/100

Stars 20%
43
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# Agentic use ## Natural invoke - "Discover all relevant skills for working with template/" - "Make this repo easier for agents to navigate" - "Improve skill routing and eval coverage" - "Check whether an external skill should be installed or just referenced" - "Review Steward OS and learn useful skills or ideas for template/" - "Review autoresearch-cli and learn measurement-loop patterns for template/" - "Can LEANN semantic memory help template agents navigate this repo?" - "Install Agent Skills for Context Engineering across Codex, Claude, and Hermes" ## Inputs to confirm - **Scope** - skill discovery only, routing docs, or contract/eval hardening. - **External installs** - default is no install and no vendoring unless explicitly requested. - **Audience** - local agents, maintainers, or new contributors. ## Workflow 1. **Inventory** - run `uv run python -m infrastructure.skills list-json`, `check`, `check-contracts`, `operations-check`, and `runtime-status` when user-level parity is in scope. Use [`docs/_generated/skills_index.md`](../../_generated/skills_index.md) as the human index, `.cursor/skill_manifest.json` as the editor manifest, and `.cursor/operations_manifest.json` as the Codex/MCP operation catalog. 2. **Route locally first** - choose `docs/prompts/SKILL.md` ([template-workflows](../SKILL.md)) for broad template work, then exactly one child skill for implementation. Use this skill only for agent onboarding, routing, skill-surface maintenance, and external...

Details

Author
docxology
Repository
docxology/template
Created
1 years ago
Last Updated
today
Language
Python
License
Apache-2.0

Integrates with

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Router and workflow hub for the Research Project Template — code, tests, manuscripts, pipeline, validation, docs, and reproducibility. USE WHEN the user wants to audit the repo, debug ./run.sh or execute_pipeline.py, add a feature, write tests, scaffold a manuscript, verify claims, fix cross-references, run validation gates, refactor, or prepare a Zenodo release, discover relevant template skills, improve agent routing, review external agentic operating models or retrieval references such as Steward OS, AutoResearch CLI, or LEANN, research a topic, write/review/revise a paper, or run a research-to-publication workflow — even if they never say "prompt", "skill", or docs/prompts. Also USE WHEN intent is ambiguous ("something wrong with my manuscript", "full health check", "fix the pipeline") — pick ONE child skill from the routing table and follow it. Do NOT use for generic homework, unrelated app security scans, or casual PDF summarization.

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