Pg Shadow Implement | Agent Skills Atlas

About this skill

Shadow-implement a pgsql-hackers thread to calibrate the pg-claude planner suite — read the COVER + discussion only (NOT the attached patch), produce a spec, run pg-feature-brainstorm / pg-feature-plan / pg-implement as-if the user asked for the feature, then fetch the upstream patch, diff against ours, score the gap, and emit comparison.md + skill-gaps.md. This is the "Phase E" calibration loop. Use when the user invokes /pg-shadow , says "shadow-implement that thread", "run Phase E against ", "run a shadow against this hackers thread", or names a pgsql-hackers thread + asks how our planner would handle it. Do NOT trigger for real upstream patches we plan to send (use pg-feature-plan + pg-implement directly), for already-committed threads (re-implementing landed code is meaningless), or for non-PG calibration.

Quick start

Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details

Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 67dca5fb8b9114723d0c206780edd904a88ecca0666e973119ad069722c1873d

About scan coverage and limitations

Original listing metadata

Original name

pg-shadow-implement

Original description

Shadow-implement a pgsql-hackers thread to calibrate the pg-claude planner suite — read the COVER + discussion only (NOT the attached patch), produce a spec, run pg-feature-brainstorm / pg-feature-plan / pg-implement as-if the user asked for the feature, then fetch the upstream patch, diff against ours, score the gap, and emit comparison.md + skill-gaps.md. This is the "Phase E" calibration loop. Use when the user invokes `/pg-shadow <thread-url>`, says "shadow-implement that thread", "run Phase E against <thread>", "run a shadow against this hackers thread", or names a pgsql-hackers thread + asks how our planner would handle it. Do NOT trigger for real upstream patches we plan to send (use `pg-feature-plan` + `pg-implement` directly), for already-committed threads (re-implementing landed code is meaningless), or for non-PG calibration.

About this listing

Category: Product & design
Reported license: PostgreSQL
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.