Results for “forward-outcomes”

Use when making a forward-looking claim with a checkable outcome (reply within 24h, error rate will drop, this skill will see more use) — record to state/predictions.jsonl with a review horizon so reflection can grade you later. Closes the in-the-moment double-loop.

Create product objectives, key results, initiatives, guardrails, and review cadence.

当意识到当前行为模式可能导致不理想的未来，需要一种具体方法来激发改变动力时

Generates frontend source code files and a PR description from BA, TechLead, PM, and BE artifacts, following a level-based implementation plan.

Facilitate a structured sprint retrospective to surface insights and produce actionable improvements with owners and deadlines.

Generates frontend source code and a PR description from BA, TechLead, PM, and BE artifacts, following a level-based implementation plan.

Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"

Progress Tracking

Find adjacent vendors and subs (not top market primes) who fill a capability gap against a displacement target using USASpending flows and SAM entity signals. Use when user defines a teaming gap and wants vault-ready partner shortlist with citations.

Retro

Form UX

Skeptical pushback on the outline before drafting starts. Asks whether the outline is MECE, BLUF, problem-agitate-solution; whether it covers the topic better than the SERP top-5; whether sections duplicate; whether each section earns its visual. One revision pass on FAIL (BLOG_AGENT_OUTLINE_REVISION_BUDGET, default 1).

Use this skill to evaluate which DataQ challenges have winning evidence and which don't. Covers documented vs anecdotal evidence and the 8 high-success patterns.

Create process maps with steps, decisions, and handoffs. TRIGGERS - Use when user needs help with process-map related tasks.

Run a pre-mortem — imagine the project has already failed one year from now and work backward to find the root causes before they happen. Load when the user asks for a pre-mortem, wants to imagine failure before committing, asks "what could go wrong before we start", "assume this fails — why", "risk analysis before launch", "what kills this project", "what could go wrong", or when deep-thinking diagnoses a pre-mortem frame. Based on Gary Klein's prospective hindsight method, which surfaces failure causes more effectively than forward risk analysis. Most useful right before a major commitment.

Plan team outings with activities and logistics. TRIGGERS - Use when user needs help with team-outing related tasks.

Turn sprint inputs into a kickoff-ready brief with goals, tickets, risks, and team context.

Conduct gap analyses between current and desired states. TRIGGERS - Use when user needs help with gap-analysis related tasks.

Outcome Eval

Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.

Plan team outings with activities and logistics. TRIGGERS - Use when user needs help with team-outing related tasks.

Synthesize retrospectives into themes, root causes, decisions, and team improvements.

当需要系统性地规划个人生活、职业发展或特定项目，以摆脱外部干扰、聚焦核心目标时

Outreach triggered by funding events with post-funding needs analysis and personalized drafts