Decision Brief

    1

    Create a lightweight, evidence-aware decision snapshot from messy workplace context and supporting data.

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    Decision Brief

    Example session with this skill installed

    We're debating between staying on our current RDS instance or migrating to Aurora. AWS costs are up 20%. Aurora has better scaling but migration takes 2 weeks of dev time. What should we do?

    • Read your context and instructions
    • Compiled the decision brief
    • Generated the document

    I have analyzed the infrastructure trade-offs and dev-team capacity based on your constraints.

    Decision Brief: Database Migration Strategy

    CategoryDetails
    RecommendationDefer migration by 3 months. Implement immediate RDS instance optimization and monitoring instead.
    Decision NeededShould we commit 80 hours of engineering time to migrate to Aurora for a projected 15% cost saving?
    Options1. Migrate to Aurora (High effort). 2. Right-size current RDS (Low effort). 3. Purchase Reserved Instances (Zero effort).
    Trade-offsAurora offers superior auto-scaling but the 2-week migration window halts the Q3 feature roadmap. RDS optimization yields lower savings but preserves velocity.
    EvidenceCurrent AWS bill shows 20% spike; RDS CPU utilization peaks at 45%; dev capacity is at 95% for current sprint.
    RisksIf traffic spikes 3x, RDS may require manual intervention. Aurora migration might uncover legacy schema incompatibilities.
    Reversal CostMedium. Reverting from Aurora back to standard RDS requires a full backup/restore and app downtime.
    Next StepRun a cost-benefit analysis on Reserved Instances for the current RDS footprint.

    Next steps

    1. Review the dev-team capacity for the upcoming sprint to confirm the 95% load.
    2. Pull the last 30 days of RDS IOPS data to verify if scaling is actually a bottleneck or just a cost issue.
    3. Schedule a 15-minute sync with the DevOps lead to confirm the Aurora migration estimate.

    decision-brief.pdf

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Messy Slack threads, ticket comments, and scattered data exports make alignment impossible. This skill converts fragmented workplace context and technical evidence into a single, high-signal decision snapshot. ## What it does - **Synthesizes context** by extracting key arguments and data points from project history or ticket threads. - **Evaluates trade-offs** by mapping specific options against their technical or business costs. - **Quantifies risk** by calculating reversal costs and identifying critical gaps in the current evidence. - **Categorizes evidence** by strictly separating source-backed facts from team assumptions. ## How it works 1. Provide the agent with your project context, such as a ticket export or meeting notes. 2. Include any supporting evidence like analytics data, hex outputs, or technical logs. 3. The skill analyzes the inputs to identify the core decision and potential paths. 4. It generates a brief focused on trade-offs, risks, and concrete next steps. ## Frameworks & tools This skill is tool-agnostic and works with text-based data from Jira, Slack, GitHub Issues, and analytics platforms like Hex or Mixpanel. ## Why this beats prompting it yourself Generic prompts often produce summaries that bury the lead or ignore the cost of being wrong. This skill enforces a specific structure that surfaces reversal costs and data gaps, ensuring you don't miss the hidden risks in a recommendation. ## Use cases - **Architecture decisions** where technical trade-offs between two frameworks need to be visible. - **Product prioritization** when competing features have conflicting data signals. - **Incident post-mortems** to decide on long-term infrastructure changes after a failure. - **Technical debt triage** to determine if a refactor is worth the immediate velocity hit. ## Known limitations Does not perform live data fetching or execute external analytics queries. It relies entirely on the text and data provided in the prompt context.

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