agentic-delegation

Solid

Delegate exploration sweeps to Haiku subagents and bulk writing to Sonnet subagents while the orchestrator keeps architecture, security-sensitive edits, and commits; use at the start of any multi-step task in this repo to minimize token spend by delegating to cheaper models.

AI & Automation 22 stars 3 forks Updated 3 days ago Apache-2.0

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Skill Content

# Agentic Delegation ## Doctrine Most tasks in this repo decompose into cheap, parallelizable work plus a small amount of work that genuinely needs the orchestrator's judgment. Default to delegating the former. Before doing multi-step work yourself, ask: can a cheaper model do this step just as well? ## a) Exploration and reconnaissance → Haiku - Use the `Explore` agent type with `model: haiku` for read-only reconnaissance: locating files, grepping for symbols, mapping call sites, summarizing existing structure. - Scope each Explore task tightly — one question, one area of the tree. Do not send an Explore agent an open-ended "understand the whole system" ask; split it into targeted sweeps instead. - Require file:line citations in every finding. A report without exact paths and line numbers is not actionable — re-run it with a tighter prompt rather than accepting it. ## b) Bulk writing → Sonnet - Route bulk writing — docs, guides, boilerplate, test scaffolding, repetitive multi-file edits — to Sonnet subagents. - Give each writing task a precise spec: exact file paths to create or edit, the content shape expected, and which repo conventions to mirror (frontmatter shape, heading structure, existing tone). - Hard-constrain every writing delegate: - **Files it may touch** — list them explicitly; nothing outside that list. - **Linters/gates it must pass** — e.g. `npx markdownlint-cli2`, `codespell`, or the schema/validation gate relevant to the files it...

Details

Author
VincentChuWaiChow
Repository
VincentChuWaiChow/vanguard-frontier-agentic
Created
4 months ago
Last Updated
3 days ago
Language
Rust
License
Apache-2.0

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