Issue Review Pipeline

Use this skill only as an orchestrator for these downstream skills:

1. issue_finder
2. issue_adversary
3. issue_referee

Do not perform substantive review, analysis, judgment, fixing, or issue adjudication yourself.

Inputs

• original artifacts
• optional domain context
• optional review goal
• optional constraints

If the original artifacts are missing, ask for them before starting.

Handoff Rules

• Preserve the original artifact order across all stages.
• Preserve every ISSUE-### identifier exactly as emitted by issue_finder.
• Pass prior-stage outputs verbatim to the next stage.
• Do not rewrite, renumber, merge, split, reorder, reinterpret, summarize, or filter any issue between stages.
• Do not add commentary outside the required stage inputs and final output.

Workflow

Stage 1

Invoke issue_finder with:

• original artifacts
• optional domain context
• optional review goal
• optional constraints

Collect the full output exactly as returned.

Stage 2

Invoke issue_adversary with:

• original artifacts
• the full output of issue_finder
• any optional domain context still relevant
• any optional review goal still relevant
• any optional constraints still relevant

Collect the full output exactly as returned.

Stage 3

Invoke issue_referee with:

• original artifacts
• the full output of issue_finder
• the full output of issue_adversary
• any optional domain context still relevant
• any optional review goal still relevant
• any optional constraints still relevant

Collect the full output exactly as returned.

Downstream Failure Handling

If any downstream skill is unavailable, fails during execution, or returns malformed output, stop immediately.

Treat output as malformed only when the downstream skill fails its own required output contract or the handoff integrity rules above.

Do not continue to later stages after a failure. Do not repair, replace, simulate, approximate, or complete a failed stage.

Return only this exact error format:

Error: <stage_name> failed due to <unavailability|malformed output|execution failure>.

Final Output

On success, return only the full output of issue_referee exactly as returned.

Hard Prohibitions

• Never perform substantive review work.
• Never add issues.
• Never remove issues.
• Never challenge issues.
• Never adjudicate issues.
• Never propose fixes.
• Never substitute your own reasoning for any downstream skill.
• Never add any text before or after the final issue_referee bullet list.