OpenSpec Bulk Change Archiver
Fission-AI/OpenSpec
Archives several completed OpenSpec changes in one operation, checking the codebase to resolve spec conflicts rather than archiving blindly.
Builds and maintains bidirectional traceability between requirements and the tests that verify them: extracts a matrix from an existing codebase, annotates tests with requirement IDs, finds orphan…
$ npx skills add jaktestowac/awesome-copilot-for-testers --skill tracing-requirements-to-code -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers tracing-requirements-to-code --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/tracing-requirements-to-code .claude/skills/tracing-requirements-to-code && 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 "tracing-requirements-to-code" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/tracing-requirements-to-code into .claude/skills/tracing-requirements-to-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing-requirements-to-code", 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/tracing-requirements-to-codeType 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 tracing-requirements-to-code -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers tracing-requirements-to-code --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/tracing-requirements-to-code .agents/skills/tracing-requirements-to-code && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tracing-requirements-to-code" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/tracing-requirements-to-code into .agents/skills/tracing-requirements-to-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing-requirements-to-code", 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 tracing-requirements-to-code -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers tracing-requirements-to-code --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/tracing-requirements-to-code .cursor/skills/tracing-requirements-to-code && 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 "tracing-requirements-to-code" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/tracing-requirements-to-code into .cursor/skills/tracing-requirements-to-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing-requirements-to-code", 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/tracing-requirements-to-code--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 tracing-requirements-to-code -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jaktestowac/awesome-copilot-for-testers tracing-requirements-to-code --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/tracing-requirements-to-code .gemini/skills/tracing-requirements-to-code && 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 "tracing-requirements-to-code" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/tracing-requirements-to-code into .gemini/skills/tracing-requirements-to-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing-requirements-to-code", 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 tracing-requirements-to-codeInstalls 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 tracing-requirements-to-code -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/tracing-requirements-to-code .github/skills/tracing-requirements-to-code && 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 "tracing-requirements-to-code" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/tracing-requirements-to-code into .github/skills/tracing-requirements-to-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing-requirements-to-code", 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 tracing-requirements-to-code -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 tracing-requirements-to-code --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/tracing-requirements-to-code .opencode/skills/tracing-requirements-to-code && 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 "tracing-requirements-to-code" agent skill from https://github.com/jaktestowac/awesome-copilot-for-testers/tree/main/skills/tracing-requirements-to-code into .opencode/skills/tracing-requirements-to-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tracing-requirements-to-code", 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.
tracing-requirements-to-codeBuilds and maintains bidirectional traceability between requirements and the tests that verify them: extracts a matrix from an existing codebase, annotates tests with requirement IDs, finds orphan…
Tracing Requirements To Code is an agent skill from jaktestowac/awesome-copilot-for-testers. Builds and maintains bidirectional traceability between requirements and the tests that verify them: extracts a matrix from an existing codebase, annotates tests with requirement IDs, finds orphan tests and uncovered requirements, verifies that each link is real, and enforces linkage in CI. Use when a suite exists but nobody can say what it proves, when an auditor or stakeholder asks which tests cover a requirement, when a traceability matrix has gone stale, or when a requirement changes and its blast radius must…
Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `resources/extracting-an-rtm.md`, `resources/id-and-annotation-conventions.md` and `resources/orphan-and-drift-detection.md`).
It sits in Development, covering Spec-driven development. The repository describes itself as: 👨💻 Instructions, prompts, and chat modes to help You with test automation for GitHub Copilot 🤖. The licence is MIT.
8 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Tracing Requirements To Code loads about 3.2k tokens when it runs. Until then it costs about 139 tokens; SKILL.md has 1,719 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). 1,719 words, ~3,156 tokens.
.claude/skills/tracing-requirements-to-code/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Use this skill when the tests already exist and the question is what they actually verify.
Traceability is usually taught forward: take a specification, derive requirements, plan tests. That is requirements-test-coverage-mapper, and it is the right skill when you start from a document. This skill handles the other and more common situation: a live codebase, hundreds of tests, requirements scattered across a tracker and three documents, and no reliable statement of which test proves what.
The insistence that makes this worth doing: a traceability link is a claim, not a record. A test tagged @req REQ-014 claims to verify REQ-014, and nothing about writing the tag makes that true. An unverified matrix is worse than no matrix, because it converts ignorance into documented confidence, and it is exactly the artifact people reach for when deciding what not to test.
Before touching tests, fix what a requirement is in this project and where the authoritative list lives:
PROJ-1234)Record the ID scheme, and whether IDs are stable. An ID that changes when a ticket moves project is not usable as a link target, and discovering that after annotating 400 tests is expensive.
./resources/id-and-annotation-conventions.md covers choosing a scheme that survives.
Work through ./resources/extracting-an-rtm.md. The method, in short:
stated (the test or its commit names the requirement), inferred (the behaviour clearly matches), guessed (it plausibly relates).Do not silently promote a guess. A matrix that distinguishes stated from guessed is honest and usable; one that flattens them is a document nobody should trust and everybody will.
Move each defensible link into the code, next to the test it describes.
test('rejects a card that expired last month @req:REQ-014', async ({ page }) => { ... });Per-runner spellings, the machine-readable formats, and the trade-offs between tags, annotations, and comments are in ./resources/id-and-annotation-conventions.md.
Rules that decide whether this survives:
The phase that separates this from bookkeeping. For each link, and at minimum for every link on a high-risk requirement:
A link that survives step 3 with a passing test is a false claim in the matrix. Fix the test or remove the link; do not leave it as documented coverage.
This is the same standard unslop-tests and migrating-tests-to-playwright apply, for the same reason: a test that has never been observed failing has unmeasured value, and a matrix built on such tests inherits that.
Verifying every link in a large suite is not affordable. Verify by risk, record the coverage of the verification itself, and state what was taken on trust.
Cross the two directions and take all four quadrants seriously. ./resources/orphan-and-drift-detection.md has the triage.
| Has a test | No test | |
|---|---|---|
| Has a requirement | Covered, verify the link | Coverage gap |
| No requirement | Orphan test | Out of scope |
designing-functional-tests or requirements-test-coverage-mapper.unslop-tests should judge.Reporting orphan tests as a single count wastes them. Classify each one.
A matrix maintained by hand is a matrix that is true once. ./resources/traceability-automation.md has a generator that parses annotations and emits the matrix, plus the CI gate.
Enforce, in increasing order of strictness, and adopt them in this order:
Introduce a gate against changed files first. A gate that fails on a pre-existing backlog of 300 unannotated tests gets disabled in a week, and then nothing is enforced at all.
When a requirement changes, the matrix is what tells you what to revisit. The procedure is in ./resources/traceability-automation.md:
Requirement changes are the main source of drift, and they are the moment traceability pays for itself. Hand the wider retest question to analyzing-regression-scope.
./resources/traceability-automation.md has the report shape. It states:
./resources/id-and-annotation-conventions.md - choosing a stable ID scheme, per-runner annotation spellings for Playwright, Vitest, Jest, and Cucumber, and the many-to-many cases./resources/extracting-an-rtm.md - building the matrix from an existing codebase: reading assertions rather than titles, confidence labels, and a worked extraction./resources/orphan-and-drift-detection.md - the four quadrants, orphan-test classification, the ways links rot, and the triage table./resources/traceability-automation.md - a generator script, the staged CI gate, the change-impact procedure, and the report templaterequirements-test-coverage-mapper - the forward direction: designing coverage from a PRD before the tests exist. Use that one to plan, this one to verify what was built.verifying-acceptance-criteria - when the question is whether a specific build meets its criteria, rather than which test covers whatanalyzing-regression-scope - when a requirement change needs its full retest blast radius, beyond the linked testsunslop-tests - when an orphan test needs judging on whether it proves anythingdesigning-functional-tests - when an uncovered requirement needs its tests designeddocumenting-test-suites - where the ID convention and the matrix's location belong permanentlyassessing-release-readiness - which consumes the uncovered-requirement list as release evidenceThis 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 4 other files in skills/tracing-requirements-to-code of jaktestowac/awesome-copilot-for-testers.
Open the folder on GitHubat commit 8910672
Tracing Requirements To Code 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 |
|---|---|---|---|---|---|---|
| Tracing Requirements To Code this skilljaktestowac/awesome-copilot-for-testers | 116 | — | ~3.2k | Automated safety check: Pass | MIT | |
| OpenSpec Bulk Change ArchiverFission-AI/OpenSpec | 71k | 3 repos | ~5.6k | Automated safety check: Pass | MIT | |
| Speckit ConstitutionWeihanLi/WeihanLi.Common | 242 | 11 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Speckit Taskstoissueskunstmusik/blue | 154 | 19 repos | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Speckit Analyzekunstmusik/blue | 154 | 18 repos | ~3k | Automated safety check: Pass | GPL-3.0 | |
| Review Spdzhu1090093659/spec_driven_develop | 984 | — | ~1.5k | Automated safety check: Pass | MIT |
Fission-AI/OpenSpec
Archives several completed OpenSpec changes in one operation, checking the codebase to resolve spec conflicts rather than archiving blindly.
WeihanLi/WeihanLi.Common
Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.
kunstmusik/blue
Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.
kunstmusik/blue
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
zhu1090093659/spec_driven_develop
Findings-first code review workflow for AI coding agents. An agent skill from zhu1090093659/spec_driven_develop.
kunstmusik/blue
Execute the implementation planning workflow using the plan template to generate design artifacts.
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…
Categories
Builds and maintains bidirectional traceability between requirements and the tests that verify them: extracts a matrix from an existing codebase, annotates tests with requirement IDs, finds orphan…. Tracing Requirements To Code is an agent skill from jaktestowac/awesome-copilot-for-testers. Builds and maintains bidirectional traceability between requirements and the tests that verify them: extracts a matrix from an existing codebase, annotates tests with requirement IDs, finds orphan tests and uncovered requirements, verifies that each link is real, and enforces linkage in CI.
Tracing Requirements To Code fits situations like: A suite exists but nobody can say what it proves; stakeholder asks which tests cover a requirement; A traceability matrix has gone stale; A requirement changes and its blast radius must be found.
Run `npx skills add jaktestowac/awesome-copilot-for-testers --skill tracing-requirements-to-code -a claude-code`. Or copy the skill folder (skills/tracing-requirements-to-code in jaktestowac/awesome-copilot-for-testers) into .claude/skills/tracing-requirements-to-code in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jaktestowac/awesome-copilot-for-testers --skill tracing-requirements-to-code -a codex`. Or copy the skill folder (skills/tracing-requirements-to-code in jaktestowac/awesome-copilot-for-testers) into .agents/skills/tracing-requirements-to-code 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 tracing-requirements-to-code -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tracing-requirements-to-code, .gemini/skills/tracing-requirements-to-code, .github/skills/tracing-requirements-to-code and .opencode/skills/tracing-requirements-to-code in your project.
SKILL.md names no scripts, command-line tools or credentials: Tracing Requirements To Code is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Tracing Requirements To Code is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k 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 Tracing Requirements To Code: OpenSpec Bulk Change Archiver (Fission-AI/OpenSpec, 71k stars), Speckit Constitution (WeihanLi/WeihanLi.Common, 242 stars), Speckit Taskstoissues (kunstmusik/blue, 154 stars) and Speckit Analyze (kunstmusik/blue, 154 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.