agentic-pr-discovery

Scan open pull requests and reconcile the needs-review label. Use before running agentic-pr-static-review to find PRs needing a review pass. Outputs JSON with reviewed, needs_review, labelled, clean, incomplete, and error arrays.

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Repository: warpfront/hipfire
Last source activity: July 23, 2026 at 07:16
Detected SKILL.md language: English
Stars: 525
Forks: 54

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npx skills add https://github.com/warpfront/hipfire --skill agentic-pr-discovery

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SKILL.md

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hipfire-arch-port

Port hipfire compute kernels to a new RDNA / CDNA architecture (gfx1201/gfx1200/gfx94x/gfx1150/etc.). Use when adding support for a new GPU arch, fixing arch-specific kernel codegen failures (e.g. "Cannot select intrinsic %llvm.amdgcn.wmma..."), or refactoring rdna-compute arch-conditional dispatch. Captures the workflow for WMMA/MFMA ports, ArchCaps routing, channel/speed validation selection, contributor onboarding, and known correctness traps. Triggers on phrases like "port to gfx12", "9070 XT support", "R9700 support", "WMMA gfx12", "Cannot select intrinsic wmma", "amdgcn.wmma", "new arch port", "cross-arch kernel".

2026-07-26

hipfire-autoheal

Triage and repair hipfire runtime failures such as daemon hangs, stale serve.pid, port 11435 conflicts, ROCm include-path problems, missing precompiled kernels, VRAM OOM, kernel JIT failures, and multi-turn recall regressions. Use after diagnostics identify a likely runtime issue or when the user asks to fix a broken hipfire serve/run flow.

2026-07-26

hipfire-diag

Run and interpret hipfire GPU diagnostics for ROCm/HIP bring-up, missing kernels, test_kernels failures, inference smoke failures, and install/runtime environment problems. Use when a user asks to diagnose hipfire, check GPU readiness, run baseline tests, or explain diagnostic output.

2026-07-26

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name	agentic-pr-discovery
description	Scan open pull requests and reconcile the needs-review label. Use before running agentic-pr-static-review to find PRs needing a review pass. Outputs JSON with reviewed, needs_review, labelled, clean, incomplete, and error arrays.

Agentic PR discovery

This skill is manual-only. It scans open pull requests, including drafts and pull requests from forks, and reconciles the repository-owned needs-review label.

The operator must provide a write-permission operator credential manifest. The repository is read from GITHUB_REPOSITORY unless --repository is provided. Protected configuration is loaded from .github/agentic-review.

Discovery does not check out branches and does not run tests. It uses the bounded GitHub client through:

python3 -m autoresearch.ar.review.cli discover --operator FILE [--repository OWNER/REPO]

The command prints JSON containing the DiscoverySummary fields reviewed, needs_review, labelled, clean, incomplete, errors, and complete. Each item contains a pull request number and reason. It exits with status 1 when the scan is incomplete.

Use preflight.sh before discovery to validate the credential, protected configuration, and read/write API boundary without selecting a model or provider.

agentic-pr-discovery

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Agentic PR discovery

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Agentic PR discovery