parallel-review
Skill1.4k starsChanged 17 days agoApache-2.0View on GitHub
Use before merging or shipping anything non-trivial, or when the user asks for a code review, an audit, a pre-release check, or "review this branch". Splits the review across independent agents, one lens each, each required to prove or drop its findings. Triggers on "review this branch", "code review", "pre-merge review", "audit this", "can I deploy", "release check", "is this ready", "review before merge".
4 other projects use a version of this.
Trending
Quiet since December.thin dataabout the whole repository
Most recently taken up by
- stoa-platform/stoatheir own version, first seen Nov 1, 2026
- kostiantyn-matsebora/canopy-examplestheir own version, first seen Oct 11, 2026
- akshaypimprikar/pragmatheir own version, first seen Sep 29, 2026
- bhagyamudgal/skillstheir own version, first seen Sep 9, 2026
Who's talking about danieleteti/delphimvcframework
- Stack Overflow“Web MVC framework for Delphi”Stack Overflow · Nov 14, 2013 · 9 votes
- Stack Overflow“What are the current choices for Delphi Web & Web Service Development”Stack Overflow · Nov 14, 2013 · 6 votes
- Stack Overflow“Delphi serverside framework for managing sessions and respond with JSON to ajax requests?”Stack Overflow · Dec 13, 2010 · 5 votes
- A Hacker News story“DelphiMVCFramework”Hacker News · Feb 26, 2023 · 2 points
- rajasegar/awesome-htmx“added DelphiMVCFramework support in "tools" and "samples" sections”GitHub · Oct 13, 2023 · 1 reactions
The biggest 5 of 12 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 12
Talked about on GitHub, Stack Overflow and Hacker News (12 times).
On GitHub · 6
- Oct 13, 2023added DelphiMVCFramework support in "tools" and "samples" sections — rajasegar/awesome-htmx1 reaction
- Dec 11, 2025Fixes UInt64 to Double conversion on ARM64 — ahausladen/JsonDataObjects0 reactions · 6 comments
- Jul 26, 2024Prebuilt shared libs for Windows and Linux — jbboehr/handlebars.c0 reactions · 1 comment
- Dec 31, 2022Create DelphiMVC Web Demo — sempare/sempare-delphi-template-engine0 reactions · 1 comment
- Aug 10, 2022Compatibilidade com Delphi XE 7 — HashLoad/horse-octet-stream0 reactions · 3 comments
1 more on GitHub
- Dec 6, 2016Would support swagger ? — fabriciocolombo/delphi-rest-client-api0 reactions · 6 comments
On Stack Overflow · 5
- Nov 14, 2013Web MVC framework for Delphi9 votes
- Nov 14, 2013What are the current choices for Delphi Web & Web Service Development6 votes
- Dec 13, 2010Delphi serverside framework for managing sessions and respond with JSON to ajax requests?5 votes
- Jul 3, 2023How to convert my REST API Delphi project which uses MVCFramework to use standard RAD Studio components instead1 vote · 3 answers
- May 27, 2017Delphi FDQuery to Json0 votes
On Hacker News · 1
- Feb 26, 2023DelphiMVCFramework2 points
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 4
- stoa-platform/stoa★ 9same name
- akshaypimprikar/pragma★ 4same name
- bhagyamudgal/skills★ 2same name
- kostiantyn-matsebora/canopy-examples★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository23 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .agents/skills/humanizer/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- clean-user-facing-textSkill
- councilSkill
- debuggingSkill
- delphi-code-coverageSkill
- delphi-code-smellsSkill
- delphiSkill
- dmvcframework-jsonrpcSkill
- dmvcframework-minimal-apiSkill
- dmvcframework-securitySkill
- dmvcframeworkSkill
- dmvcframework-testingSkill
- dmvcframework-uiSkill
- dmvcframework-webappSkill
- find-skillsSkill
- htmx-skillSkill
- humanizerSkill
- impeccableSkill
- project-managementSkill
- stop-slopSkill
- ui-ux-pro-maxSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 55
Read-only: No edits, no commits, no writes.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Parallel review
One reviewer with five concerns finds the first defect, attaches to it, and files everything else as minor. Five reviewers with one concern each do not contaminate one another. That is the whole idea; the rest of this file is how to keep them honest.
Reach for this when the change is big enough that missing something costs more than the review. A two-line fix does not need it.
What you write before you dispatch
The reusable part of a review brief is the method. The part that actually finds defects is the part only you can write, because it comes from this change.
Do not dispatch until you can name, for each lens, two or three things to check hard, specific to this diff. "Look for bugs" produces a report about naming conventions. "Is the UPSERT genuinely the last statement before every commit on both ingest paths?" produces an answer. If you cannot write those, you have not read the change yet. Go read it.
Get the diff first and look at it yourself:
git diff --stat <base>...HEAD
git diff <base>...HEAD -- <the code paths, not generated files or binaries>Scope the agents to source. Sending them lock files, build output, generated HTML or PDFs wastes their context on noise.
The lenses
Five is a default, not a law. Drop the ones that do not apply, add one the change demands (concurrency, migrations, accessibility, protocol compatibility).
| Lens | Its question |
| Correctness | Logic errors, broken invariants, edge cases, error paths that swallow failures |
| Simplification | What can be deleted. Leftovers from removed machinery, abstractions with one caller |
| Doubt | Falsify the change's own claims. Not "is it good", but "which promise can I break" |
| Performance | Cost per request, new serialization points, query plans, what got slower |
| Security | Trust boundaries, authorization (not just authentication), injection, what leaks |
The doubt lens is the one people skip and the one that pays. Give it the list of claims the change makes, in the change's own words, and tell it to attack them.
What every brief must contain
- Read-only. No edits, no commits, no writes. It is a review.
- The context, in a paragraph: what the change does and why. Not the commit log, your own summary.
- The lens, and the two or three change-specific checks.
- The project's own rules that a finding could violate. Do not paste them: say "read AGENTS.md / AGENTS.md and hold findings against it". Copied rules drift from the originals, which is the defect you are reviewing for.
- The evidence bar: for every candidate finding, read the actual code and state a concrete failure scenario, inputs to wrong outcome. Discard whatever cannot be substantiated that way. Mark each CONFIRMED (read it) or PLAUSIBLE.
- The out-of-scope list: known issues, accepted trade-offs, deliberate duplication. Without it several agents rediscover the same known thing and drown the real findings.
- Permission to find nothing. Say it in those words: "an empty list is an acceptable answer". Without it an agent invents a finding rather than come back with nothing.
Dispatch them in a single message so they run concurrently.
Reading what comes back
Agreement across lenses is the strongest signal you get. Two agents that never spoke to each other reaching the same file and line means it is real. Rank those first, whatever severity each one assigned.
A finding is not true because an agent said so. They are confident about things they inferred. Before acting: does the file say what the report says it says? Reports overclaim, especially about what a test covers.
The best findings arrive as questions you cannot answer. "This guard scans
app/ only, and the change added a violation in admin/" is worth more than ten
style notes.
Cheap fixes and real defects arrive mixed together. Fix them in one pass, not one commit per report.
After the fixes
Prove every behavioural fix by breaking the code on purpose. Revert the fix, run the new test, watch it fail, restore. A test written after a fix, never seen red, is a decoration: it can assert the wrong thing and stay green forever. This costs a minute and catches the failure mode that recurs most.
Then re-run whatever gate the project has. If a guard or a pattern was widened, run the evasions against it and confirm the real tree stays clean, so you know you gained coverage instead of noise.
Where this fails
- The agents cannot supply the change-specific checks. They write good general reviews and miss what matters here. That part is yours.
- Cost is real: five agents on a large diff is not free. Match the count to the change.
- They do not know what the project already accepted. That is what the out-of-scope list is for, and forgetting it is the most common way one of these reviews turns into noise.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

