Agently

Use for portfolio-facing stock risk briefs that separate market facts, interpretation, and non-investment-advice boundaries.

Use for market-entry or go-to-market memos that combine CRM evidence, competitive signals, and executive decision needs.

Use for concise business travel plans that combine policy constraints, local route facts, and traveler priorities.

Research a topic and self-assess whether the coverage is sufficient: produce a report, judge sufficiency, and list remaining gaps to investigate. Use for adaptive/agentic research and iterative investigation.

Produce a deep, structured research report on a topic: decompose into key dimensions, analyze each with evidence and reasoning, synthesize cross-cutting insights, and surface open questions. Use for deep research, analysis, and literature/landscape reviews.

Audit a vendor agreement or contract: extract key clauses, check that required clause categories are present, flag compliance gaps and risks, and emit a structured audit summary. Use for compliance, contract review, audit, and vendor agreement requests.

Analyze an infrastructure incident alert and produce a structured response plan plus an executable on-call runbook. Use for incident, alert, on-call, and runbook requests.

Draft launch communications: an announcement / press release, an internal support FAQ, and a customer-facing feature summary. Use for launch comms, press release, announcement, and messaging.

Identify, categorize, and prioritize product launch risks, producing a risk matrix (probability × impact) with mitigation strategies. Use for launch risk, risk register, and go-to-market risk review.

Analyze product market positioning, competitive landscape, and unique value proposition. Use for positioning, market analysis, and differentiation.

Generate a structured market research brief from a feature idea and supplied business context: market landscape, competitor intelligence, opportunity assessment, and a go-to-market recommendation. Use for market, research, competitor, and product launch requests.

Generate a product launch press kit from a product brief: a market positioning brief and a launch risk register with mitigations. Use for press kit, launch, positioning, and press release requests.

Generate professional software release notes from a commit log: classify changes, write user-facing summaries, draft a publishable announcement, and assess release readiness. Use for release, changelog, version, and deploy requests.

Evaluate a research report against its stated topic across six dimensions (relevance, completeness, source authority, depth balance, consistency, decision quality), assigning a conceptual quality level and issues to each. Use for report evaluation, research review, and quality assessment.

Triage raw security-scan findings (hardcoded secrets, injection patterns, vulnerable dependencies) into a prioritized, actionable security audit report. Use for security audit, code audit, vulnerability triage, and risk review.

Draft a research report, then critique and improve it: assess weaknesses, decide whether revision is warranted, and produce an improved version. Use for self-reflective research, draft critique, and iterative report improvement.

Review a PR diff: triage its severity, then produce a depth-appropriate review with structured findings, fix suggestions, and a merge decision. Use for code review, review PR, and severity triage requests.

Synthesize fetched web sources into a structured research report on a topic: key findings, themes, tradeoffs, and a recommendation, with citations. Use for web research, literature review, and report writing.

Prepare an evidence-backed blog/media interview preparation brief for a specified person by researching public context, reflecting on information sufficiency, and writing the final Markdown deliverable.

Create a professional, dark-themed software/system architecture diagram as a single self-contained HTML file with inline SVG. Use when asked to visualize system components, layers, services, or how parts of a codebase fit together.

Return a structured OK status for model-pool validation.

Check release readiness and record a release note. Use for release and rollback requests.

Reviews a release candidate and produces a go/no-go readiness decision.