Automated summary
A repo-specific workflow that takes a GitHub issue number through fetching, domain classification, investigation, implementation, testing, and commit/close.
Strengths
- Maps investigation to concrete crates and uses scoped `cargo check` and `cargo test -p` before the full workspace suite.
- Includes explicit guardrails: a scope check above five files, dependency approval, `unsafe` safety comments, sibling-pattern checks, and Vulkan lifecycle checks.
- Keeps context lean by discouraging speculative file reads and treating specialist agents as a last resort.
- Ends with a conventional commit and automated issue close, producing a traceable fix.
Limitations
- Hardcodes the `matiaszanolli/ByroRedux` repository, crate names, and domain routing, so it is not reusable elsewhere without edits.
- Assumes `gh` authentication, a working Rust/Cargo workspace, and project conventions in CLAUDE.md; setup failures are not covered.
- The investigation and implementation phases are guidance rather than enforced checks, so correctness depends on the agent following them.
Use when fixing a known GitHub issue in the ByroRedux Rust workspace and you want a consistent fetch-to-commit workflow.
Do not use for another repository, feature work without an issue, or when you need issue triage rather than an end-to-end fix.
Security analysis
CautionThe skill uses well-known developer tools (`gh`, `cargo`) and file edits for a legitimate issue-fixing workflow. There is no obfuscation, secret exfiltration, destructive filesystem command, or attempt to disable safety controls. However, it requires bash/network access beyond its empty declared tool list and performs automatic commits and remote issue closure, so it is best rated caution rather than safe.
- •Declared allowed-tools is empty, but the workflow requires shell execution (`gh`, `cargo`) and network access to GitHub; the permission declaration does not match the skill's actual needs.
- •The skill instructs the agent to commit changes and close a GitHub issue automatically (`gh issue close`), which modifies remote state without explicit confirmation.
- •Repository is hardcoded to `matiaszanolli/ByroRedux`, so the skill is project-specific and could act on the wrong repo if reused.
- •Skill performs side-effecting operations without an explicit confirmation gate: `git commit` and `gh issue close` run automatically as part of the pipeline (only the >5-file scope check in Phase 4 asks the user).
- •Requires shell/network tooling (bash, `gh` CLI, cargo) but declares no `allowed-tools`, so the actual capability surface is undocumented and broader than stated.
- •Hardcodes a specific repository (`matiaszanolli/ByroRedux`), so `gh` commands target that remote regardless of the caller's working repo; harmless here but a pattern that could misfire if copied.
Examples
Fix GitHub issue #142 in matiaszanolli/ByroRedux using the fix-issue pipeline.Run the issue-fix pipeline for issue 318: NIF block parsing regressed on version 20.0.0.4.Use the fix-issue skill on issue 207 — ECS query iteration returns stale components.description: "Fetch a GitHub issue, investigate, plan, implement, test, and commit the fix" argument-hint: "<issue-number>"
Fix Issue Pipeline
Phase 1: Fetch
gh issue view $ARGUMENTS --repo matiaszanolli/ByroRedux --json title,body,labels,state
Save details to .claude/issues/$ARGUMENTS/ISSUE.md.
Phase 2: Classify Domain
Classify the issue — the matched crate becomes the -p test target in Phase 6:
- renderer →
byroredux-renderer— Vulkan, pipeline, GPU memory, sync, shaders, RT acceleration - ecs →
byroredux-core— Storage, queries, world, systems, resources, components - nif →
byroredux-nif— NIF parsing, block types, version handling, import pipeline - animation →
byroredux-core(+byroredux-niffor KF import) — interpolation, blending, animation system - bsa →
byroredux-bsa— BSA/BA2 archive reading, extraction, decompression - esm →
byroredux-plugin— ESM record parsing, cell loading, XCLL lighting - platform →
byroredux-platform— Windowing, input, OS abstractions - cxx →
byroredux-cxx-bridge— C++ interop - binary →
byroredux— Game loop, scene setup, demo code
Phase 3: Investigate
Read only the source files on the code path — don't pre-read a whole crate, and don't re-read files already in context. Trace the path inline.
Specialist agents are a last resort, not a default. Each one is a fresh context window — only delegate when the issue genuinely spans 2+ domains and you can't trace it yourself. When you do, ask the agent for a conclusion (file:line + cause), not file dumps.
INVESTIGATION.md is optional. Skip it for single-site fixes — the commit body covers those. Write it only when the investigation uncovered non-obvious findings worth preserving (cross-file interactions, a wrong-looking-but-correct invariant).
Phase 4: Scope Check
If fix touches >5 files, pause and confirm with the user before proceeding.
Phase 5: Implement
Follow project conventions from CLAUDE.md.
- Shaders: recompile SPIR-V if GLSL changed
- No new dependencies without user approval
- Inner loop =
cargo check -p <crate>(the Phase 2 crate), not the full workspace. It's the fastest signal while iterating. Do not runcargo teston every edit — save it for Phase 6.
Phase 6: Verify
Scope first, widen only at the end. Keep output quiet so test logs don't flood
context — -q prints dots for passes and full detail only for failures.
cargo test -q -p <crate> # the Phase 2 crate — the only suite that can regress for a scoped fix
cargo test -q # full workspace — ONCE, final gate (skip the redundant `cargo check`: test already built everything)
All tests must pass with zero warnings. Run the full suite a single time at the end, not per fix iteration. For a fix confined to one crate with no cross-crate surface, the scoped run is sufficient evidence — note that you scoped it.
Phase 7: Completeness Checks
Before committing, verify:
- [ ] UNSAFE: Any new unsafe blocks have safety comments
- [ ] SIBLING: Same bug pattern checked in related files
- [ ] DROP: Vulkan object lifecycle correct (destroy-before-parent)
- [ ] TESTS: Regression test added if applicable
Phase 8: Commit & Close
Commit with conventional message referencing the issue:
Fix #<number>: <description>
Close the issue:
gh issue close $ARGUMENTS --repo matiaszanolli/ByroRedux --comment "Fixed in <commit-hash>"
From the file to a first result
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mkdir -p '.skill-downloads/end-to-end-github-issue-fix-workflow-mvhm5m0v' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/end-to-end-github-issue-fix-workflow-mvhm5m0v/download' --output '.skill-downloads/end-to-end-github-issue-fix-workflow-mvhm5m0v/SKILL.md.part' && mv '.skill-downloads/end-to-end-github-issue-fix-workflow-mvhm5m0v/SKILL.md.part' '.skill-downloads/end-to-end-github-issue-fix-workflow-mvhm5m0v/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
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4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/end-to-end-github-issue-fix-workflow-mvhm5m0v/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
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