Skill: mrpixelraf/sprint-contract (version 1.0.0)

--- name: sprint-contract version: 1.0.0 author: Mrpixelraf description: Multi-agent development workflow with Sprint Contracts and independent QA evaluation. Use when building features, fixing complex bugs, or any task that involves spawning sub-agents to do work. Implements the Planner-Generator-Evaluator pattern (inspired by Anthropic's GAN-style harness design) to ensure quality through explicit completion criteria and independent testing. Triggers on development tasks, feature builds, bug fixes, code reviews, or when spawning coding agents. --- # Sprint Contract — Multi-Agent Quality System Based on [Anthropic's harness design for long-running apps](https://www.anthropic.com/engineering/harness-design-long-running-apps): separate the agent doing the work from the agent judging it. ## Core Principle **Never let the builder evaluate their own work on complex tasks.** LLMs reliably praise their own output — even when it's mediocre. An independent evaluator, tuned to be skeptical, catches what self-evaluation misses. ## Architecture ``` Planner (you/human) → Generator (sub-agent) → Evaluator (independent sub-agent) ↑ | └──────────── feedback loop ←──────────────────┘ ``` ## Workflow ### 1. Write a BRIEF.md with Sprint Contract Every task gets a BRIEF.md. The Sprint Contract section is **mandatory** — it lists specific, testable completion criteria. ```markdown # Task Brief ## Background [Why this task exists] ## Objective [What to build/fix] ## Sprint Contract (Completion Criteria) - [ ] Criterion 1 (specific, verifiable) - [ ] Criterion 2 - [ ] ... ⚠️ Write criteria specific to THIS task. No generic checklists. ## Related Files [File paths relevant to the task] ## Constraints [Tech stack, prior decisions, known pitfalls] ## Handoff Requirements Write a HANDOFF.md when done, containing: - What was done (file change list) - Design decisions made (and why) - What's left / known issues - Everything needed for reporting to the human ``` ### 2. Spawn Generator (Builder) The generator receives the BRIEF.md and builds against the Sprint Contract. Key rules for the generator prompt: - Work against the Sprint Contract criteria - Self-check each criterion before handing off - Write HANDOFF.md when done - Write files first, read references second (output > research) ### 3. Spawn Evaluator (Independent QA) After the generator finishes, spawn a **separate** agent as evaluator. The evaluator prompt must include: **The Sprint Contract** — copied from BRIEF.md, to verify each criterion. **4 Evaluation Dimensions** (select what's relevant): | Dimension | What to check | |-----------|--------------| | **Functional completeness** | Every Sprint Contract criterion passes | | **User experience** | Flow is intuitive, no dead ends | | **Visual quality** | Layout, spacing, colors are professional | | **Code/content quality** | No errors, clean logic, no regressions | **The critical prompt line:** > "Your job is to find problems, not to praise. If everything looks fine, you probably didn't test carefully enough. Report issues honestly — better a false alarm than a missed bug." ### 4. Decision Gate Based on evaluator feedback: - **All criteria pass** → Ship it - **Criteria fail** → Feed evaluator report back to generator for fixes - **Architecture issues** → Escalate to human ## When to Use Each Mode | Task complexity | Generator | Evaluator | Example | |----------------|-----------|-----------|---------| | Simple (< 30 min) | Sub-agent | Self-evaluate, mark "⚠️ untested" | Fix a typo, update config | | Medium (30 min - 2 hr) | Sub-agent | Independent sub-agent | New feature, bug fix | | Complex (2+ hr) | Claude Code / ACP | Independent sub-agent + human review | Architecture change, new project | ## Sprint Contract Examples See [references/contract-examples.md](references/contract-examples.md) for project-specific contract templates. ## Key Insights from Anthropic's Research 1. **File-based communication** — Agents talk through files (BRIEF.md, HANDOFF.md), not conversation 2. **Evaluator calibration** — Default LLMs are too lenient; explicitly prompt for skepticism 3. **Sprint scoping** — One feature at a time; don't bundle unrelated work 4. **Opus 4.6 + 1M context** — Context anxiety is gone; sprint decomposition is less critical, but evaluator still adds value at task boundaries 5. **Evaluation criteria shape output** — The wording of your criteria directly steers what the generator produces


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