New Event Source
aws/aws-lambda-dotnet
Add a new AWS event source attribute (e.g., Kinesis, Kafka, MQ) to the Lambda .NET Annotations framework, including the attribute class, source generator integration, CloudFormation writer, unit…
Recommend which integration tests to run, based on the integ ledger (staleness / last result) plus the code areas touched by recent commits.
$ npx skills add go-to-k/cdkd --skill pick-integ -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install go-to-k/cdkd pick-integ --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/go-to-k/cdkd.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/pick-integ .claude/skills/pick-integ && 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 "pick-integ" agent skill from https://github.com/go-to-k/cdkd/tree/main/.claude/skills/pick-integ into .claude/skills/pick-integ/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pick-integ", 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/go-to-k/cdkd/tree/main/.claude/skills/pick-integType 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 go-to-k/cdkd --skill pick-integ -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install go-to-k/cdkd pick-integ --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/go-to-k/cdkd.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/pick-integ .agents/skills/pick-integ && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pick-integ" agent skill from https://github.com/go-to-k/cdkd/tree/main/.claude/skills/pick-integ into .agents/skills/pick-integ/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pick-integ", 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 go-to-k/cdkd --skill pick-integ -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install go-to-k/cdkd pick-integ --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/go-to-k/cdkd.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/pick-integ .cursor/skills/pick-integ && 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 "pick-integ" agent skill from https://github.com/go-to-k/cdkd/tree/main/.claude/skills/pick-integ into .cursor/skills/pick-integ/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pick-integ", 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/go-to-k/cdkd.git --path .claude/skills/pick-integ--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 go-to-k/cdkd --skill pick-integ -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install go-to-k/cdkd pick-integ --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/go-to-k/cdkd.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/pick-integ .gemini/skills/pick-integ && 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 "pick-integ" agent skill from https://github.com/go-to-k/cdkd/tree/main/.claude/skills/pick-integ into .gemini/skills/pick-integ/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pick-integ", 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 go-to-k/cdkd pick-integInstalls 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 go-to-k/cdkd --skill pick-integ -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/go-to-k/cdkd.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/pick-integ .github/skills/pick-integ && 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 "pick-integ" agent skill from https://github.com/go-to-k/cdkd/tree/main/.claude/skills/pick-integ into .github/skills/pick-integ/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pick-integ", 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 go-to-k/cdkd --skill pick-integ -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install go-to-k/cdkd pick-integ --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/go-to-k/cdkd.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/pick-integ .opencode/skills/pick-integ && 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 "pick-integ" agent skill from https://github.com/go-to-k/cdkd/tree/main/.claude/skills/pick-integ into .opencode/skills/pick-integ/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pick-integ", 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.
pick-integRecommend which integration tests to run, based on the integ ledger (staleness / last result) plus the code areas touched by recent commits.
Pick Integ is an agent skill from go-to-k/cdkd. Recommend which integration tests to run, based on the integ ledger (staleness / last result) plus the code areas touched by recent commits. Outputs a prioritized list of /run-integ <name commands. Use before a release, after a batch of merges, or when unsure what integ coverage a change needs.
Its SKILL.md is about 2.6k 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 Testing & QA, covering Integration testing. It works with Amazon Web Services and AWS CloudFormation. The repository describes itself as: Drop-in CDK CLI for existing CDK apps — up to 15x faster deploys via direct AWS SDK calls instead of CloudFormation. The licence is Apache-2.0.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit aefb343. 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.
Shell commands in SKILL.md call:
gitawsFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git and aws, which can reach the network depending on how they are called.
From 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.
Pick Integ loads about 2.6k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 934 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 go-to-k/cdkd at commit aefb343, republished under its Apache-2.0 licence (© go-to-k). 934 words, ~2,624 tokens.
.claude/skills/pick-integ/SKILL.md (or your agent's skills folder).Decide which integration tests to run right now, ranked by two signals: how
stale the last run is (from the committed ledger) and whether recent changes
touch the area a test exercises. It RECOMMENDS only; the orchestrator runs
the chosen tests via /run-integ.
The ranking is a running ORDER, not a budget (AGENTS.md → "Cost is not a tiebreaker"): when several tests plausibly cover the touched code, run all of them, and prefer a broad-set fixture whenever the change is cross-cutting. Priorities decide what runs FIRST; a plan too long for one session is handed forward per "Running a large plan across sessions" — never silently truncated, and the wrap-up names exactly which tests were not run.
base-ref (default origin/main): the diff base. Use
the last release tag when picking post-merge; origin/main for a branch.Ledger docs/_generated/integ-last-run.tsv (committed, one row per
test; written by /run-integ on every run):
integ-destroy gate TTL (14 days) — past that
the marker expires, so a clean result no longer proves today's AWS
behavior.>14d
boolean answers "nothing" or "everything" — always report this tier.result == FAIL — always a candidate.Recent changes: git diff <base-ref>...HEAD --name-only, mapped to
tests via the table below.
Discover the universe + ledger state:
LEDGER="docs/_generated/integ-last-run.tsv"
now=$(date -u +%s)
# Union-merge can leave duplicate rows — LAST row per test wins. The
# header is MULTIPLE `#` lines; skip them all (a single NR==1 guard let
# later header lines through as phantom stale rows).
DEDUPED="$(mktemp)"
awk -F'\t' '/^#/{next} {last[$1]=$0} END{for (t in last) print last[t]}' "$LEDGER" > "$DEDUPED"
# never-run: fixtures with no ledger row
comm -23 \
<(ls -d tests/integration/*/ | sed 's#tests/integration/##;s#/##' | sort) \
<(awk -F'\t' '{print $1}' "$DEDUPED" | sort)
# resolve each row's age ONCE, then slice for the views below.
AGES="$(mktemp)"
awk -F'\t' -v now="$now" '{
cmd="date -u -j -f %Y-%m-%dT%H:%M:%SZ \""$2"\" +%s 2>/dev/null || date -u -d \""$2"\" +%s 2>/dev/null";
cmd | getline t; close(cmd);
printf "%s\t%d\t%s\t%s\n",$1,int((now-t)/86400),$3,$6
}' "$DEDUPED" > "$AGES"
# age histogram — makes a clustered cohort visible even when NOTHING is >14d
awk -F'\t' '{print $2}' "$AGES" | sort -n | uniq -c |
awk '{printf "%6d tests at age %sd%s\n",$1,$2,($2>14?" <-- STALE":($2>=12?" <-- crosses the TTL in "(15-$2)"d":""))}'
# stale (>14d) or failing:
awk -F'\t' '$3=="FAIL" || $2>14 {printf "%s\tage=%sd\tresult=%s\t%s\n",$1,$2,$3,$4}' "$AGES"
# expiring soon (12-14d, not already failing) — the cliff cohort:
awk -F'\t' '$2>=12 && $2<=14 && $3!="FAIL" {printf "%s\tage=%sd\texpires in %dd\n",$1,$2,15-$2}' "$AGES"
# one-line cliff summary for the step 4 header:
awk -F'\t' '$2>=12 && $2<=14 {n[15-$2]++} END{for (d in n) printf "%d\t%d tests expire in %dd\n",d,n[d],d}' "$AGES" |
sort -n | cut -f2-(The date line handles both BSD/macOS -j -f and GNU -d.)
Map recent changes to tests (a changed path pulls in the listed tests; when in doubt, include the broad set):
| Changed path | Integ tests to run |
|---|---|
src/deployment/deploy-engine.ts (and deploy-engine/*.ts, deploy-value-equality.ts, label-routing.ts, split out of it), src/deployment/intrinsic-function-resolver.ts (and the intrinsic-resolver/*.ts modules split out of it), src/deployment/retry.ts, src/deployment/retryable-errors.ts (and retryable-errors/*.ts), src/deployment/rollback-executor.ts (and rollback-executor/*.ts), src/analyzer/dag-builder.ts, src/analyzer/template-parser.ts, src/cli/commands/{deploy,destroy,destroy-runner}.ts, src/provisioning/{provider-registry,register-providers}.ts | BROAD set (bench-cdk-sample, lambda, microservices, multi-resource, multi-stack-deps, drift-revert, drift-revert-vpc, remove-protection, export) — cross-cutting deploy/destroy. Also cross-stack-references for any cross-stack/exports change. |
src/state/**, src/state/export-index-store.ts | schema-v<N>-to-v<N+1>-migration (latest), cross-stack-references, import-value-strong-ref |
src/provisioning/providers/<Svc>* | the matching service integ (iam-managed-policy, dynamodb-*, s3-*, rds-*, kms-encryption, stepfunctions, eventbridge, sns-sqs-event, cognito, wafv2, route53, …). Custom Resource changes → custom-resource-provider. |
src/provisioning/cloud-control-provider.ts | cc-api-fallback, cc-api-fallback-transitions, recreate-via-cc-api |
src/local/**, src/cli/commands/local-*.ts | the matching local-* test; a cross-cutting src/local/ change → at least local-invoke + local-start-api. |
src/cli/commands/{export,import,retire-cfn-stack}* | export, export-nested-stack, migrate-from-cfn, import-nested-stack, import-value-strong-ref |
src/synthesis/macro-* | macro-expansion |
package.json (cdk-local bump) | local-* cluster (the bump's blast radius) |
Mark every name an agent session cannot run, and offer a substitute. A
fixture drives itself from verify.sh, or from run.sh invoked directly;
with neither, /run-integ falls back to a flow needing a bare cdkd deploy,
which the harness refuses — legal only when a human drives the shell. Such a
name is a MAINTAINER-only recommendation, never a lane's. Several BROAD-set
entries are in this state, so derive the split rather than recalling it:
for t in NAME1 NAME2; do # the names about to be recommended
d=<LANE_TREE>/tests/integration/$t
[ -f "$d/verify.sh" ] || [ -f "$d/run.sh" ] || echo "MAINTAINER-ONLY: $t"
doneRank the union of {changed-area} ∪ {failing} ∪ {stale >14d} ∪ {expiring soon} ∪ {never-run}:
Render the plan:
Recommendation: run N integ tests (P0: ..., P1: ..., P2: ...)
Base: <base-ref> (<changed-file-count> files changed)
Ledger: <count> stale (>14d), <count> failing, <count> never-run,
<count> expiring soon (12-14d) — <N> tests expire in <M>d
Age histogram:
<the uniq -c output from step 1, cliff rows annotated>
P0 (changed + stale/failing/never-run):
/run-integ <name> # <why: which changed path + age/result>
P1 (changed, recently green):
/run-integ <name> # verify no regression in <area>
P2 (coverage hygiene):
/run-integ <name> # stale <age>d / expires in <M>d / never-run
Not scheduled this pass (recently green + untouched): <count> tests — list a few.
(A count, not a cap: these are DEPRIORITIZED, not excluded.)Never render "zero stale" on its own — if a cohort sits at 12–14d, the
headline is the cliff ("0 stale, but 105 tests expire in 1d").
A large plan may span sessions. Treat it as a relay whose hand-off points are batch boundaries:
aws s3 ls s3://<bucket>/cdkd/ --recursive | grep state.json
returns 0; no live NAT / RDS / OpenSearch / Redshift / ElastiCache / EC2),
(b) commit the ledger./pick-integ shows no stale tests left; the
committed ledger is the source of truth.FAIL that never reached the fixture's assertions is not a cdkd bug —
open the log before recording it. Two classes: fixture staleness (AWS retired
an engine / instance tier the fixture hardcodes), and a fixture whose own
previous run blocks the next because it pins a name AWS holds a cooldown on
(export recreates one FIXED S3 bucket, and S3's same-name cooldown of up to
~58 min answers OperationAborted before phase 1). Record it as such and
queue the fixture fix. A run whose only purpose is to refresh the
integ-destroy marker takes a SIBLING from the broad set instead; the SWEEP
does not — the FAIL row keeps it a candidate, so re-schedule it after the
window rather than counting it covered..claude/skills / test-only diffs usually need NO integ; say so
rather than padding the list.© go-to-k, Apache-2.0. 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 .claude/skills/pick-integ of go-to-k/cdkd.
Open the folder on GitHubat commit aefb343
Pick Integ 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 |
|---|---|---|---|---|---|---|
| Pick Integ this skillgo-to-k/cdkd | 146 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| New Event Sourceaws/aws-lambda-dotnet | 1.7k | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Review Testshashicorp/terraform-provider-aws | 11k | — | ~908 | Automated safety check: Pass | MPL-2.0 | |
| Review Tests Helpershashicorp/terraform-provider-aws | 11k | — | ~994 | Automated safety check: Pass | MPL-2.0 | |
| Extend Commands APIredis/lettuce | 5.8k | — | ~7.7k | Automated safety check: Notes | MIT | |
| AWS Cdk Developmentzxkane/aws-skills | 367 | 2 repos | ~2.5k | Automated safety check: Pass | MIT |
aws/aws-lambda-dotnet
Add a new AWS event source attribute (e.g., Kinesis, Kafka, MQ) to the Lambda .NET Annotations framework, including the attribute class, source generator integration, CloudFormation writer, unit…
hashicorp/terraform-provider-aws
Review Terraform AWS Provider acceptance and unit test basics: required basic and disappears tests, TestAcc naming, TestCase essentials (PreCheck/ErrorCheck/ProtoV5ProviderFactories/CheckDestroy)…
hashicorp/terraform-provider-aws
Review Terraform AWS Provider test helpers: Exists/Destroy check functions, exportstest.go wiring, create.Error wrapping, data source tests, list resource tests (querycheck + Terraform version…
redis/lettuce
Add or extend Redis commands in the Lettuce client API end-to-end — a new core command, a family of new commands, an extension to an existing command's options, or a module/area command…
zxkane/aws-skills
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python.
tech-leads-club/agent-skills
Answers AWS architecture, security and service-selection questions by searching AWS documentation through MCP tools first, then adapting advice to your stack and team.
go-to-k/cdkd
Proactively hunt for cdkd bugs by deploying real CDK apps that exercise common-but-untested AWS resources, configs, and CloudFormation notations against real AWS, then fix what breaks.
go-to-k/cdkd
Build the current cdkd checkout and use it from another CDK project.
go-to-k/cdkd
Comprehensive PR readiness check before merge. An agent skill from go-to-k/cdkd.
go-to-k/cdkd
Work through already-filed GitHub issues (typically the bug-hunt's output) end to end — triage safely, pick as many FILE-DISJOINT issues as the run can carry, claim each on the issue before starting…
go-to-k/cdkd
Install cdkd and use it safely from an AWS CDK project. An agent skill from go-to-k/cdkd.
go-to-k/cdkd
Run integration tests (deploy + destroy) against real AWS. An agent skill from go-to-k/cdkd.
Works with
Categories
Recommend which integration tests to run, based on the integ ledger (staleness / last result) plus the code areas touched by recent commits. Pick Integ is an agent skill from go-to-k/cdkd. Recommend which integration tests to run, based on the integ ledger (staleness / last result) plus the code areas touched by recent commits.
Pick Integ fits situations like: tasks that involve Integration testing.
Run `npx skills add go-to-k/cdkd --skill pick-integ -a claude-code`. Or copy the skill folder (.claude/skills/pick-integ in go-to-k/cdkd) into .claude/skills/pick-integ in your project. Claude Code loads it when a task matches its description.
Run `npx skills add go-to-k/cdkd --skill pick-integ -a codex`. Or copy the skill folder (.claude/skills/pick-integ in go-to-k/cdkd) into .agents/skills/pick-integ 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 go-to-k/cdkd --skill pick-integ -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pick-integ, .gemini/skills/pick-integ, .github/skills/pick-integ and .opencode/skills/pick-integ in your project.
Going by SKILL.md and its folder, Pick Integ needs the command-line tools its instructions call (git and aws).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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.
Pick Integ is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k 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 Pick Integ: New Event Source (aws/aws-lambda-dotnet, 1.7k stars), Review Tests (hashicorp/terraform-provider-aws, 11k stars), Review Tests Helpers (hashicorp/terraform-provider-aws, 11k stars) and Extend Commands API (redis/lettuce, 5.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
go-to-k (a GitHub user) maintains it in go-to-k/cdkd, which has 146 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 10, 2026.
Source: go-to-k/cdkd on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.