Code Review Checklist
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
AL performance optimization patterns for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection.
$ npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install javiarmesto/ALDC-AL-Development-Collection skill-performance --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/javiarmesto/ALDC-AL-Development-Collection.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skill-performance .claude/skills/skill-performance && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "skill-performance" agent skill from https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performance into .claude/skills/skill-performance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-performance", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performanceType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install javiarmesto/ALDC-AL-Development-Collection skill-performance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/javiarmesto/ALDC-AL-Development-Collection.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/skill-performance .agents/skills/skill-performance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-performance" agent skill from https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performance into .agents/skills/skill-performance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-performance", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install javiarmesto/ALDC-AL-Development-Collection skill-performance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/javiarmesto/ALDC-AL-Development-Collection.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/skill-performance .cursor/skills/skill-performance && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "skill-performance" agent skill from https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performance into .cursor/skills/skill-performance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-performance", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/javiarmesto/ALDC-AL-Development-Collection.git --path skills/skill-performance--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install javiarmesto/ALDC-AL-Development-Collection skill-performance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/javiarmesto/ALDC-AL-Development-Collection.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/skill-performance .gemini/skills/skill-performance && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "skill-performance" agent skill from https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performance into .gemini/skills/skill-performance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-performance", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install javiarmesto/ALDC-AL-Development-Collection skill-performanceInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/javiarmesto/ALDC-AL-Development-Collection.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/skill-performance .github/skills/skill-performance && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "skill-performance" agent skill from https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performance into .github/skills/skill-performance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-performance", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install javiarmesto/ALDC-AL-Development-Collection skill-performance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/javiarmesto/ALDC-AL-Development-Collection.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/skill-performance .opencode/skills/skill-performance && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "skill-performance" agent skill from https://github.com/javiarmesto/ALDC-AL-Development-Collection/tree/main/skills/skill-performance into .opencode/skills/skill-performance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-performance", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skill-performanceAL performance optimization patterns for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection.
Skill Performance is an agent skill from javiarmesto/ALDC-AL-Development-Collection. AL performance optimization patterns for Business Central. Use when optimizing queries with SetLoadFields, working with FlowFields and CalcFields, profiling codeunits, or resolving performance issues.
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Performance optimization. The repository describes itself as: AL development toolkit for Business Central with specialist agents, skills and review workflows for Copilot, Claude Code and Codex. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f99d7d. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are al and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
learn.microsoft.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Skill Performance loads about 2.9k tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 620 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from javiarmesto/ALDC-AL-Development-Collection at commit 4f99d7d, republished under its MIT licence (© javiarmesto). 620 words, ~2,886 tokens.
.claude/skills/skill-performance/SKILL.md (or your agent's skills folder).Identify, analyze, and fix performance bottlenecks in AL code: inefficient queries, FlowField issues, loop anti-patterns, and data-volume problems in Business Central.
This skill should be loaded when:
For BC29 query or isolated-storage concurrency work, read the query/storage
sections of AL18 capability checks.
Confirm supported declarations and test transaction behavior before changing
isolation; DataScope and transaction isolation are different concepts.
Always filter before finding, and load only needed fields. Order matters.
// ✅ Correct: SetRange first, SetLoadFields before Find
Item.SetRange("Third Party Item Exists", false);
Item.SetLoadFields("Item Category Code", Description);
if Item.FindSet() then
repeat
// Only "Item Category Code" and Description loaded from DB
until Item.Next() = 0;
// ❌ Wrong: SetLoadFields after SetRange (ignored), loads all fields
Item.SetLoadFields("Item Category Code");
Item.SetRange("Third Party Item Exists", false);
Item.FindFirst();
// ❌ Wrong: No filter — full table scan
procedure GetCustomersByCity(CityFilter: Text): Integer
var
Customer: Record Customer;
Count: Integer;
begin
if Customer.FindSet() then // loads entire Customer table
repeat
if Customer.City = CityFilter then
Count += 1;
until Customer.Next() = 0;
end;
// ✅ Correct: Filter pushed to DB
procedure GetCustomersByCity(CityFilter: Text): Integer
var
Customer: Record Customer;
begin
Customer.SetRange(City, CityFilter);
Customer.SetRange(Blocked, Customer.Blocked::" ");
exit(Customer.Count());
end;Avoid manual loops for aggregation — push the sum to the database.
// ❌ Loop accumulation — N rows fetched and processed in AL
procedure GetTotalSales(CustomerNo: Code[20]): Decimal
var
Entry: Record "Cust. Ledger Entry";
Total: Decimal;
begin
Entry.SetRange("Customer No.", CustomerNo);
if Entry.FindSet() then
repeat
Total += Entry.Amount;
until Entry.Next() = 0;
exit(Total);
end;
// ✅ CalcSums — single aggregation query at DB level
procedure GetTotalSales(CustomerNo: Code[20]): Decimal
var
Entry: Record "Cust. Ledger Entry";
begin
Entry.SetRange("Customer No.", CustomerNo);
Entry.CalcSums(Amount);
exit(Entry.Amount);
end;For FlowFields accessed outside a page context, always call CalcFields before reading:
Customer.SetLoadFields("Balance (LCY)");
Customer.Get(CustomerNo);
Customer.CalcFields("Balance (LCY)"); // required — not auto-calculated in codePre-load data once, then process in-memory multiple times.
// ✅ Temporary table — structured record data, multi-pass processing
procedure ProcessSalesData(var TempSalesLine: Record "Sales Line" temporary)
var
SalesLine: Record "Sales Line";
begin
SalesLine.SetLoadFields("No.", Quantity, "Unit Price", Amount);
if SalesLine.FindSet() then
repeat
TempSalesLine := SalesLine;
TempSalesLine.Insert();
until SalesLine.Next() = 0;
// Process in-memory — zero additional DB hits
ApplyDiscounts(TempSalesLine);
CalculateTotals(TempSalesLine);
end;
// ✅ Dictionary — key-value lookup cache
procedure CacheCustomerNames(): Dictionary of [Code[20], Text]
var
Customer: Record Customer;
Cache: Dictionary of [Code[20], Text];
begin
Customer.SetLoadFields("No.", Name);
if Customer.FindSet() then
repeat
Cache.Add(Customer."No.", Customer.Name);
until Customer.Next() = 0;
exit(Cache);
end;
// ✅ List — simple value collection
procedure GetBlockedCustomerNos(): List of [Code[20]]
var
Customer: Record Customer;
Result: List of [Code[20]];
begin
Customer.SetRange(Blocked, Customer.Blocked::All);
Customer.SetLoadFields("No.");
if Customer.FindSet() then
repeat
Result.Add(Customer."No.");
until Customer.Next() = 0;
exit(Result);
end;Move database operations outside loops; batch writes.
// ❌ Nested DB call inside loop — O(n²) database hits
if MainTable.FindSet() then
repeat
OtherTable.SetRange(Field, MainTable.Field);
if OtherTable.FindSet() then // DB call per iteration
repeat
// process
until OtherTable.Next() = 0;
until MainTable.Next() = 0;
// ✅ Pre-load into temp table, then join in memory
if OtherTable.FindSet() then
repeat
TempOther := OtherTable;
TempOther.Insert();
until OtherTable.Next() = 0;
if MainTable.FindSet() then
repeat
if TempOther.Get(MainTable.Field) then
// process — no DB hit
until MainTable.Next() = 0;Batch writes — collect changes, write once:
// ✅ Calculate all values first, then single Modify
procedure UpdateCustomerStats(CustomerNo: Code[20])
var
Customer: Record Customer;
TotalBalance: Decimal;
LastPaymentDate: Date;
begin
CalculateCustomerTotals(CustomerNo, TotalBalance, LastPaymentDate);
Customer.SetLoadFields("Balance (LCY)", "Last Payment Date");
if Customer.Get(CustomerNo) then begin
Customer."Balance (LCY)" := TotalBalance;
Customer."Last Payment Date" := LastPaymentDate;
Customer.Modify(true); // single write
end;
end;Scale-aware processing:
procedure UpdatePricesForItems(var Item: Record Item)
begin
if Item.Count() > 1000 then
UpdatePricesInBatches(Item) // job queue / chunked
else
UpdatePricesDirectly(Item);
end;Circular FlowField references cause infinite evaluation (AL0896 error):
❌ Circular dependency:
Table Customer: FlowField "Total Sales" → CalcFormula from Sales Statistics
Table Sales Statistics: FlowField "Customer Balance" → CalcFormula from Customer
Compiler error AL0896: recursive dependency detectedResolution strategies (in order of preference):
CalcSums in codeAvoid FlowFields:
CalcFormula expressionsrepeat...until loops (call CalcFields once, outside loop if possible)Scan the codebase before profiling to identify structural issues:
Patterns to detect manually or with search + problems:
FindSet() / FindFirst() without preceding SetRange / SetFilterSetLoadFields placed after SetRange (wrong order)Get, FindSet, FindFirst) inside repeat...untilCalcFields inside loopsCalcFormula referencing tables that reference back (AL0896)Commit inside loops (locks + performance risk)SetRangeSeverity assessment:
SetLoadFields in high-frequency path, nested loopsCalcSums)Generate CPU profile for runtime bottleneck identification:
Capture a CPU profile in VS Code (VS Code command — not an agent tool)Analyze profile for:
FindSet / Get callsCalcFieldsCompare before/after optimizations by re-profiling after each fix.
⚠️ Human Gate — cleanup: Before clearing codelenses, confirm all findings are documented:
Clear profile codelenses in VS Code ← VS Code command (not an agent tool), only after approvalApply fixes in priority order (critical first). For each fix:
al_buildPerformance targets:
| Metric | Target |
|---|---|
| Page load | < 2 seconds |
| Report generation | < 10 seconds (standard dataset) |
| API response | < 500 ms |
| Batch processing | > 1,000 records/minute |
For significant optimizations, create a triage report at .github/plans/perf-triage-<scope>.md:
# Performance Triage — <Scope>
**Date**: YYYY-MM-DD
**Analyzed**: [path or objects]
## Findings
| Severity | Location | Issue | Recommendation |
|---|---|---|---|
| 🔴 | `File.al:42` | Nested DB call in loop | Pre-load into TempTable |
| 🟡 | `File.al:87` | Missing SetLoadFields | Add SetLoadFields("No.", Name) |
## Changes Applied
1. [Change] — before/after metric
2. [Change] — before/after metric
## Remaining Items
[Issues not yet fixed, prioritized]⚠️ Human Gate — report: Review findings before saving; confirm no sensitive code patterns are exposed.
al-performance.instructions.md (auto-applied to all .al files)skill-debug.mdskill-events.md© javiarmesto, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/skill-performance of javiarmesto/ALDC-AL-Development-Collection.
Open the folder on GitHubat commit 4f99d7d
Skill Performance next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Skill Performance this skilljaviarmesto/ALDC-AL-Development-Collection | 109 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| LLM Torch Profiler Analysissgl-project/sglang | 37k | 2 repos | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Pycrazyguitar/pysheeet | 8.2k | — | ~886 | Automated safety check: Pass | MIT | |
| Cmux Debugging Guidemanaflow-ai/cmux | 28k | 1 repos | ~1.1k | Automated safety check: Pass | Custom licence | |
| Electron Heap Snapshot Analysiskeybase/client | 9.3k | — | ~875 | Automated safety check: Pass | BSD-3-Clause |
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
sgl-project/sglang
Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.
crazyguitar/pysheeet
Comprehensive Python programming reference covering syntax, concurrency, networking, databases, ML/LLM development, and HPC.
manaflow-ai/cmux
Covers debug logging, the Debug menu, profiling rules and runtime pitfalls for working on the cmux macOS terminal app.
keybase/client
Analyzes V8, Chrome and Electron .heapsnapshot files with Node scripts to find memory leaks, detached DOM nodes and the retainer paths that keep objects alive.
ben-manes/caffeine
Runs controlled JMH experiments on the Caffeine cache to find shared contention and hot-path waste, then reviews correctness and returns a reviewable patch.
javiarmesto/ALDC-AL-Development-Collection
Generate, review, and optimize natural language instructions for Business Central agents (Designer or SDK).
javiarmesto/ALDC-AL-Development-Collection
AL API development patterns for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection.
javiarmesto/ALDC-AL-Development-Collection
AL Copilot capability development for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection.
javiarmesto/ALDC-AL-Development-Collection
AL version migration for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection.
javiarmesto/ALDC-AL-Development-Collection
Agent SDK task integration patterns for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection.
javiarmesto/ALDC-AL-Development-Collection
Build, configure, and integrate Business Central agents using the AI Development Toolkit and Agent SDK.
Categories
AL performance optimization patterns for Business Central. An agent skill from javiarmesto/ALDC-AL-Development-Collection. Skill Performance is an agent skill from javiarmesto/ALDC-AL-Development-Collection. AL performance optimization patterns for Business Central.
Skill Performance fits situations like: optimizing queries with SetLoadFields; working with FlowFields and CalcFields; profiling codeunits; resolving performance issues.
Run `npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a claude-code`. Or copy the skill folder (skills/skill-performance in javiarmesto/ALDC-AL-Development-Collection) into .claude/skills/skill-performance in your project. Claude Code loads it when a task matches its description.
Run `npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a codex`. Or copy the skill folder (skills/skill-performance in javiarmesto/ALDC-AL-Development-Collection) into .agents/skills/skill-performance in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add javiarmesto/ALDC-AL-Development-Collection --skill skill-performance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-performance, .gemini/skills/skill-performance, .github/skills/skill-performance and .opencode/skills/skill-performance in your project.
SKILL.md names no scripts, command-line tools or credentials: Skill Performance is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: learn.microsoft.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Skill Performance is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Skill Performance: Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), LLM Torch Profiler Analysis (sgl-project/sglang, 37k stars), Py (crazyguitar/pysheeet, 8.2k stars) and Cmux Debugging Guide (manaflow-ai/cmux, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
javiarmesto (a GitHub user) maintains it in javiarmesto/ALDC-AL-Development-Collection, which has 109 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 7, 2026.
Source: javiarmesto/ALDC-AL-Development-Collection on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.