Results for “prt”

Generates a pull request title and body from local git history, writing them to a draft file for review before publishing.

Review GitHub PRs and GitLab MRs with structured analysis including blast radius, security scanning, test coverage delta, breaking change detection, and performance impact.

PR Fleet

Discover open PRs in a repository and enqueue one `pr-resolver` task for each.

PR Review Expert

Automate multi-turn adversarial conversations against LLM agents using Microsoft PyRIT, including Crescendo and Tree-of-Attacks-with-Pruning (TAP) attack chains with scorer feedback loops.

Create pull requests following Sentry's engineering practices.

Create pull requests with structured descriptions based on committed branch diffs, following Sentry's engineering practices.

Drafts an IRC §2702-compliant Qualified Personal Residence Trust agreement with safe harbor provisions under Rev. Proc. 2003-42 and Treas. Reg. §25.2702-5(c). Generates trust instrument, signature/notarization blocks, property exhibit, beneficiary schedule, and post-execution checklist. Use when drafting a QPRT for estate planning clients transferring a personal or secondary residence with a retained occupancy term to reduce gift tax valuation.

Gatekeeping Git/PR by classifying change essence and recommending granularity, naming, and strategy. Use when PR preparation or commit strategy is needed.

ALWAYS use this skill when creating or updating pull requests — never create or edit a PR directly without it. Follows Sentry conventions for PR titles, descriptions, and issue references. Trigger on any create PR, open PR, submit PR, make PR,...

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

Implement the NIST Privacy Framework PROTECT function covering PR.AC access control, PR.DS data security, and PR.PO protective policies. Provides technical control implementation guidance, encryption standards, access management architectures, and security-privacy integration patterns.

Create pull requests following Sentry's engineering practices, including drafting descriptions, titles, and issue references.

Master orchestrator to resolve a PR by diagnosing state and delegating to specialized skills.

Extract Kerberos tickets from LSASS memory, inject them into an attacker session, and perform lateral movement to access remote systems as the impersonated user.

Create pull requests following Sentry's engineering practices.

Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

Synthesizes the current conversation into a PRD and publishes it to the project issue tracker with a triage label.

Evaluates speaker verification models by computing true positive rate at fixed false positive rate thresholds, probing embedding space separation of same-speaker versus different-speaker pairs.

Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning.

Creates a GitHub pull request with an auto-generated summary, running mandatory pre-commit and code-quality review gates, plus optional deep-review subagents, and posts findings into the PR body.

Use this skill when selecting a TPR-registered Training Provider for behind-the-wheel ELDT training. Covers the registry, evaluation criteria, and common pitfalls.

Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

Appends a GitHub issue link and its associated Linear ticket to the current PR's description.

Embed before/after screenshots and annotated images in pull request descriptions to help reviewers see visual changes without checking out the branch.

Create, refresh, and rewrite PR titles and descriptions following Sentry conventions, focusing on reviewer-facing content that describes the full branch diff.

Converts existing PRDs into the prd.json format used by the Ralph autonomous agent system, including splitting large features into right-sized stories and creating a progress file.

Proactively hunts for Advanced Persistent Threat activity using hypothesis-driven searches across endpoint telemetry, network logs, and memory artifacts.

Open a GitHub PR with a tight body — why this change, what'll surprise the reviewer, how we know it's correct — or add a pull_request_template to a repo. Use when asked to open, create, or draft a pull request, compose or regenerate a PR description, or scaffold a repo's PR template. Composes the Summary/Gotchas/Verification structure and detects an existing template first.

Opens a GitHub pull request targeting the main branch using the gh CLI and the repository's PR template, after verifying local checks pass.

Moves issues and external PRs through a state machine of triage roles, categorizing, verifying, grilling, and writing agent-ready briefs.

Runs a multi-perspective review of a pull request, including code quality, tests, and potential silent failures, then reports findings ranked by severity.