Citus Merge Loop
citusdata/citus
Take a list of citusdata/citus PR links or numbers and merge each one independently: sync it with its base branch, fix a red check-style job with make reindent, retry other red checks a bounded…
Classifies a diff into file tags and hunk tags - new public export, new endpoint, modified auth, SQL string, migration, added dependency, touched prompt - then maps each tag to the quality practices…
$ npx skills add jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers scoping-change-relevance --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/jaktestowac/awesome-copilot-for-testers.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/scoping-change-relevance .claude/skills/scoping-change-relevance && 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 "scoping-change-relevance" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevance into .claude/skills/scoping-change-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scoping-change-relevance", 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/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevanceType 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 jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers scoping-change-relevance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaktestowac/awesome-copilot-for-testers.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/scoping-change-relevance .agents/skills/scoping-change-relevance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "scoping-change-relevance" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevance into .agents/skills/scoping-change-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scoping-change-relevance", 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 jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers scoping-change-relevance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaktestowac/awesome-copilot-for-testers.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/scoping-change-relevance .cursor/skills/scoping-change-relevance && 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 "scoping-change-relevance" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevance into .cursor/skills/scoping-change-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scoping-change-relevance", 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/jaktestowac/awesome-copilot-for-testers.git --path skills/scoping-change-relevance--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 jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers scoping-change-relevance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaktestowac/awesome-copilot-for-testers.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/scoping-change-relevance .gemini/skills/scoping-change-relevance && 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 "scoping-change-relevance" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevance into .gemini/skills/scoping-change-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scoping-change-relevance", 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 jaktestowac/awesome-copilot-for-testers scoping-change-relevanceInstalls 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 jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jaktestowac/awesome-copilot-for-testers.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/scoping-change-relevance .github/skills/scoping-change-relevance && 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 "scoping-change-relevance" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevance into .github/skills/scoping-change-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scoping-change-relevance", 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 jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers scoping-change-relevance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaktestowac/awesome-copilot-for-testers.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/scoping-change-relevance .opencode/skills/scoping-change-relevance && 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 "scoping-change-relevance" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/scoping-change-relevance into .opencode/skills/scoping-change-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scoping-change-relevance", 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.
scoping-change-relevanceClassifies a diff into file tags and hunk tags - new public export, new endpoint, modified auth, SQL string, migration, added dependency, touched prompt - then maps each tag to the quality practices…
Scoping Change Relevance is an agent skill from jaktestowac/awesome-copilot-for-testers. Classifies a diff into file tags and hunk tags - new public export, new endpoint, modified auth, SQL string, migration, added dependency, touched prompt - then maps each tag to the quality practices it makes relevant, producing a defensible per-change check scope instead of running everything or guessing. Use when deciding what to test for a specific pull request, when a full regression run is too slow to gate on, when a pre-push or PR gate needs a scope someone can argue with, or when asked "which checks does…
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `resources/change-scope-template.md`, `resources/relevance-recipes.md` and `resources/tag-rules.md`).
It sits in Development, covering Pull requests. It works with SQL. The repository describes itself as: 👨💻 Instructions, prompts, and chat modes to help You with test automation for GitHub Copilot 🤖. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 8910672. 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:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, 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.
Scoping Change Relevance loads about 2.5k tokens when it runs. Until then it costs about 142 tokens; SKILL.md has 1,189 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 jaktestowac/awesome-copilot-for-testers at commit 8910672, republished under its MIT licence (© jaktestowac). 1,189 words, ~2,500 tokens.
.claude/skills/scoping-change-relevance/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Use this skill to decide, from the diff alone, which quality practices a specific change makes relevant - and to be able to defend the answer.
Running every check on every commit is slow, so teams stop gating on it. Running whatever the author felt like is fast and arbitrary. The middle path is a tag grammar: derive tags mechanically from the diff, map tags to practices with a fixed recipe table, and the scope becomes reproducible. Two people scoping the same diff should land on the same list.
new-public-export is evidence.+ lines. Removed lines matter for deletions of tests and guards, and nothing else here.auth/ is auth-relevant; a file elsewhere that verifies a token is too. Read the hunk.git diff --name-status <base>...HEAD # three-dot: compares against the merge base
git diff <base>...HEAD -- <path> # per-file hunks
git log <base>..HEAD --onelineUse main...HEAD for a branch, HEAD for uncommitted work. Confirm the base ref resolves and the diff is non-empty before going further - a bad ref silently produces an empty scope, which reads as "nothing to check".
Exclude non-source noise from tagging, but list what you excluded: lockfiles are excluded from hunk tagging yet are themselves a added-dependency signal; snapshots, generated clients, and build output are excluded; docs are excluded unless they are the deliverable.
Apply the path rules in ./resources/tag-rules.md to every changed path. File tags describe where the change landed: source, test, config, infra, public-api, schema, auth, critical-path, db-migration, ai, secret-suspect, generated.
A path can carry several tags. A path that looks like both test and source is a test.
For each changed source file, read the added lines and apply the content rules in ./resources/tag-rules.md. Hunk tags describe what changed: new-public-export, new-endpoint, modified-auth, secret-like-string, sql-string, exec-call, db-migration, modified-error-handling, modified-request-schema, added-dependency, modified-prompt, removed-test, loosened-type, new-external-call.
Do this by reading, not only by pattern matching. The patterns are a floor: they catch the common shapes and miss anything expressed unusually. If a hunk introduces a new public capability by any route, it is new-public-export.
Apply ./resources/relevance-recipes.md. Each practice declares the tags that make it relevant; a practice is in scope if any of its declared tags is present. Record, per practice, which tag triggered it - that is what makes the scope reviewable.
Then subtract: a practice not in the project's quality contract is not in scope. If a contract exists (see deriving-a-quality-contract), intersect with it and note practices that would have been triggered but are not contracted. That list is useful evidence next time the contract is reviewed.
Use ./resources/change-scope-template.md. Rank by escalation:
| Rank | Trigger |
|---|---|
| Escalated | modified-auth, secret-like-string, sql-string, exec-call, db-migration, critical-path, new-endpoint |
| Standard | new-public-export, modified-error-handling, modified-request-schema, added-dependency, ai |
| Light | test-only, config-only, docs, formatting |
State the blind spots explicitly: what the tags cannot see. A pure-rename diff that changes behaviour through a config default, a change whose risk lives in the data rather than the code, a removal whose consequence is elsewhere in the system. The tag grammar is mechanical and therefore blind in known ways - name them rather than implying coverage.
git diff main...HEAD --name-status
M src/routes/orders.ts
M src/auth/session.ts
A src/lib/pricing.ts
M package.json
M prompts/summarize.md
D src/routes/orders.test.tsFile tags: src/routes/orders.ts → public-api, source · src/auth/session.ts → auth, source · src/lib/pricing.ts → source, critical-path (pricing) · package.json → config · prompts/summarize.md → ai · src/routes/orders.test.ts → test
Hunk tags: new-endpoint (app.post('/orders/:id/refund')) · modified-auth (session TTL and role check) · new-public-export (export function computeRefund) · added-dependency (stripe) · modified-prompt · removed-test
Scope:
| Rank | Practice | Triggered by |
|---|---|---|
| Escalated | api-testing | new-endpoint, public-api |
| Escalated | sast | modified-auth |
| Escalated | integration-testing | new-endpoint, auth, critical-path |
| Escalated | intent-rationale | new-endpoint, new-public-export on a critical path |
| Standard | unit-testing | new-public-export, removed-test |
| Standard | contract-testing | new-endpoint + wire-schema present in the repo |
| Standard | dependency-audit | added-dependency |
| Standard | llm-eval-suite | modified-prompt |
| Standard | e2e-testing | public-api + critical-path reachable from the UI |
| Light | linting, type-safety | any source |
Flagged: removed-test on the file covering the endpoint being changed. A deleted test is not a neutral edit - require the replacement or a reason.
Blind spots: the stripe integration's failure behaviour is not visible in the diff; whether the refund path is reachable from the UI needs a human to confirm; the prompt change's blast radius depends on which chains consume it.
new-endpoint in a file that already existed. Hunk tags are where the risk is.+ lines. Deleted tests and removed validation are risk-increasing and invisible if you skip removals.package.json change is still a dependency change../resources/tag-rules.md - the file-path and hunk-content rules, with the patterns and the intent behind each tag./resources/relevance-recipes.md - practice → triggering tags, the mapping that turns tags into a check scope./resources/change-scope-template.md - output structure for the scope reportanalyzing-regression-scope - when the question is blast radius and what to retest, reasoned rather than derived from tagsderiving-a-quality-contract - when the set of practices that could be in scope has not been agreed yetverifying-change-coverage - when the scope is known and the question is whether the changed lines are actually executedrecording-change-intent - when the tags mark the change as high-risk surface needing a recorded rationalecode-review-advanced - when the tagged risks should drive a code-level reviewgenerating-quality-gate-workflows - when this scope should drive which CI jobs runThis skill is complete when:
© jaktestowac, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files in skills/scoping-change-relevance of jaktestowac/awesome-copilot-for-testers.
Open the folder on GitHubat commit 8910672
Scoping Change Relevance 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 |
|---|---|---|---|---|---|---|
| Scoping Change Relevance this skilljaktestowac/awesome-copilot-for-testers | 116 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Citus Merge Loopcitusdata/citus | 13k | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | |
| SeekDB Code Reviewoceanbase/seekdb | 3.1k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Reviewtimeplus-io/proton | 2.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| ReviewLeoYeAI/openclaw-master-skills | 2.2k | — | ~2.9k | Automated safety check: Notes | MIT | |
| Review PRapache/shardingsphere | 21k | — | ~6.4k | Automated safety check: Pass | Apache-2.0 |
citusdata/citus
Take a list of citusdata/citus PR links or numbers and merge each one independently: sync it with its base branch, fix a red check-style job with make reindent, retry other red checks a bounded…
oceanbase/seekdb
Reviews seekdb pull requests and diffs for real defects in correctness, resources, concurrency, security and tests, reporting only Blocker or Major findings.
timeplus-io/proton
Review a Proton pull request or diff for correctness, streaming semantics, checkpointing, compatibility, and performance.
LeoYeAI/openclaw-master-skills
Pre-landing PR review. An agent skill from LeoYeAI/openclaw-master-skills.
apache/shardingsphere
Review Apache ShardingSphere or user-authorized downstream pull requests and PR discussions from public or authorized repository evidence.
citusdata/citus
Backport one or more merged citusdata/citus main commits/PRs onto the active release branches.
jaktestowac/awesome-copilot-for-testers
Writes and reviews API automation tests with Playwright Test, covering setup/teardown, assertions, data management, and hybrid API+UI flows.
jaktestowac/awesome-copilot-for-testers
Measures the risk that code shipped without anyone understanding it: a teach-back attestation on high-risk changes, a risk band from changed-code complexity, diff size and whether a human…
jaktestowac/awesome-copilot-for-testers
Creates agent orchestration packs: cooperating .agent.md files with an orchestrator, subagents, matched handoffs, minimal tool grants, and a shared handoff packet contract.
jaktestowac/awesome-copilot-for-testers
Packages repository skills as installable Copilot plugins: marketplace registration, plugin.json manifests, generated skill copies, and the sync check CI enforces.
jaktestowac/awesome-copilot-for-testers
Turns "we will skip this check for now" into a dated, attributed, expiring waiver with a stated reason and owner, inventories the silent skips already hiding in a repo - skipped tests, disabled lint…
jaktestowac/awesome-copilot-for-testers
Requires an externalised rationale for high-risk changes - new public exports, new endpoints, auth edits, migrations, removed guards - recorded as an Intent commit trailer, an ADR reference, or a…
Works with
Categories
Classifies a diff into file tags and hunk tags - new public export, new endpoint, modified auth, SQL string, migration, added dependency, touched prompt - then maps each tag to the quality practices…. Scoping Change Relevance is an agent skill from jaktestowac/awesome-copilot-for-testers. Classifies a diff into file tags and hunk tags - new public export, new endpoint, modified auth, SQL string, migration, added dependency, touched prompt - then maps each tag to the quality practices it makes relevant, producing a defensible per-change check scope instead of running everything or guessing.
Scoping Change Relevance fits situations like: deciding what to test for a specific pull request; A full regression run is too slow to gate on; PR gate needs a scope someone can argue with; asked which checks does this change actually need.
Run `npx skills add jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a claude-code`. Or copy the skill folder (skills/scoping-change-relevance in jaktestowac/awesome-copilot-for-testers) into .claude/skills/scoping-change-relevance in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a codex`. Or copy the skill folder (skills/scoping-change-relevance in jaktestowac/awesome-copilot-for-testers) into .agents/skills/scoping-change-relevance 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 jaktestowac/awesome-copilot-for-testers --skill scoping-change-relevance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scoping-change-relevance, .gemini/skills/scoping-change-relevance, .github/skills/scoping-change-relevance and .opencode/skills/scoping-change-relevance in your project.
Going by SKILL.md and its folder, Scoping Change Relevance needs the command-line tools its instructions call (git).
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.
Scoping Change Relevance is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k 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 Scoping Change Relevance: Citus Merge Loop (citusdata/citus, 13k stars), SeekDB Code Review (oceanbase/seekdb, 3.1k stars), Review (timeplus-io/proton, 2.3k stars) and Review (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jaktestowac (a GitHub user) maintains it in jaktestowac/awesome-copilot-for-testers, which has 116 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 26, 2026.
Source: jaktestowac/awesome-copilot-for-testers on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.