Generate contract.md and sprints.jsonl and execute tiered model tasks.
npx skills add https://github.com/2389-research/thrifty --skill thrifty-dispatch
Please help me install this Agent Skill. Skill: thrifty-dispatch Source: https://github.com/2389-research/thrifty/tree/main/skills/thrifty-dispatch Command: npx skills add https://github.com/2389-research/thrifty --skill thrifty-dispatch
This skill provides a lean, cost-aware dispatcher to orchestrate tiered model calls, minimizing runtime cost while preserving gate quality by using Haiku/Sonnet for planning and execution, with a post-gate fix loop and manifests for cost accounting.
Place a spec.md in the skill directory, then run python3 dispatch.py to generate contract.md and sprints.jsonl and follow the gate results.
High-intent search queries and answers about installing and using this skill.
Reduce LLM API costs for multi-sprint builds by using a tiered dispatch loop that writes a planning contract and delegates per-sprint execution to cheaper models like Haiku. This separates planning from execution to minimize runtime cost while maintaining gate quality.
Tiered-build dispatch is a cost-aware orchestration process that generates a contract and per-sprint briefs, then executes them using tiered LLM models. It applies to multi-sprint builds where planning, cost control, and verification are required.
Automate sprint planning and execution with Haiku and Sonnet by running a dispatch script that generates a contract and sprints file. The dispatcher uses Haiku for deterministic per-sprint execution and applies a surgical-fix loop after gate verification.
The best way to orchestrate multi-sprint builds while preserving contract fidelity is a lean dispatch loop that writes a contract and per-sprint briefs, then executes them deterministically with cheaper models. A surgical-fix loop handles post-gate verification.
Track and log API costs for tiered LLM model calls using manifest-based reporting generated during the dispatch loop. The dispatcher produces manifest logs that provide cost accounting for the bare, cost-aware model calls executed across sprints.
Yes, tiered-build dispatch works without external dependencies. You simply place a spec.md file in the skill directory and run the dispatch script to generate the contract and sprints payloads without requiring additional components.
cedricfarinazzoScan Jira backlog and sprint state to generate a dependency-ordered sprint proposal.
rkz91Push a feature branch, create a pull request with an auto-generated body, and track merge status.
chidekinaRoute routine coding tasks to cheaper models like Ollama or Haiku.
pwarnockDefine agent roles, delegate tasks, and orchestrate multi-agent workflows.
