Notebook source register¶
Generated by python scripts/build_notebook_sources.py from the definitions in that script. Do not edit by hand; change the script and re-run it. Hashes and byte sizes are in SOURCES_MANIFEST.json next to this file.
- Generated: 2026-09-18T18:47:17+00:00
- Repository commit for tier G:
6b40b7e909e7(working tree had uncommitted changes) - Tier P included: yes
Tiers: A authoritative (dataset facts), G group (what Group 9 decided and how it works), P practitioner (a member's personal build method; process questions only).
| ID | Tier | Priority | Indexed file (citation title) | Use in the notebook | Origin | Version | Status |
|---|---|---|---|---|---|---|---|
| A1 | authoritative | 1 | A1 MSR 2027 Mining Challenge page.md | Challenge purpose, GitSkills and SpecMine scope, example research directions, dataset links, submission expectations, open-science policy, version guidance. | https://2027.msrconf.org/track/msr-2027-mining-challenge | n/a | fetched |
| A2 | authoritative | 2 | A2 GitSkills preprint arXiv 2608.10906v3.md | GitSkills construction, entities, collection process, fields, sampling, limitations. | https://arxiv.org/abs/2608.10906v3 | arxiv v3 | fetched |
| A3 | authoritative | 3 | A3 SpecMine preprint arXiv 2608.25202v3.md | SpecMine construction, corpus scope, structural features, traceability, limitations. | https://arxiv.org/abs/2608.25202v3 | arxiv v3 | fetched |
| A4 | authoritative | 4 | A4 GitSkills Zenodo record.md | Archived GitSkills release and version identity (metadata only; the 44 GB file is not uploaded). | https://doi.org/10.5281/zenodo.21875637 | version 1.0.0, record 21875637, concept_doi 10.5281/zenodo.21875636 | fetched |
| A5 | authoritative | 5 | A5 SpecMine Zenodo record.md | Archived SpecMine release and version identity (metadata only). | https://doi.org/10.5281/zenodo.22102779 https://zenodo.org/records/22102780 |
version 1.0, record 22102780, concept_doi 10.5281/zenodo.22102779 | fetched |
| A6 | authoritative | 6 | A6 GitSkills dataset card.md | Table-level documentation, column types, schema, license, access. | https://huggingface.co/datasets/mvaccargiu/gitskills | revision ebab17454a7c | fetched |
| A7 | authoritative | 7 | A7 SpecMine dataset card.md | Table-level documentation and access information. | https://huggingface.co/datasets/ShyAgarwal/specmine | revision ca682c69725f | fetched |
| A8 | authoritative | 8 | A8a SpecMine GitHub mirror README.md | Sample scope and loader instructions. | https://github.com/shyamagarwal13/specmine-official/blob/9fbb61541046cb2fb770fa944192a3fc0b64a9b1/README.md | commit 9fbb61541046 | fetched |
| A8 | authoritative | 8 | A8b SpecMine GitHub mirror DATA_DICTIONARY.md | Column-level data dictionary of the released tables. | https://github.com/shyamagarwal13/specmine-official/blob/9fbb61541046cb2fb770fa944192a3fc0b64a9b1/DATA_DICTIONARY.md | commit 9fbb61541046 | fetched |
| A8 | authoritative | 8 | A8c SpecMine GitHub mirror schema loader example.md | schema.sql, load.py, and example.ipynb as text. | https://github.com/shyamagarwal13/specmine-official/tree/9fbb61541046cb2fb770fa944192a3fc0b64a9b1 | commit 9fbb61541046 | fetched |
| A9 | authoritative | 9 | A9 GitSkills sample repository README.md | Inspectable sample: sampling rule, schema, anonymisation, limitations, example queries. | https://github.com/giuseppedestefanis/gitskills-sample/blob/fff3df93beeee51a5444450891751f143e38da3e/README.md | commit fff3df93beee | fetched |
| G1 | group | 10 | G1 Research design P-01.md | What Group 9 studies and why: research question, unit, population, hypotheses, threat model, topic decision. | README.md RESEARCH_QUESTION.md docs/proposals/P-01-jerad-dunne-skill-risk-propagation.md (+2 more) |
commit 6b40b7e909e7 | bundled |
| G2 | group | 10 | G2 Data intake and dictionary.md | How data enters the project, which snapshot is pinned, every derived variable, and what the first inspection found. | data/README.md DATA_DICTIONARY.md results/ANALYSIS_MANIFEST.json (+2 more) |
commit 6b40b7e909e7 | bundled |
| G3 | group | 10 | G3 Rules and validation.md | The risk-signal rules, the annotation guideline, rater protocol, and blindness rule. | rules/skill_risk_rules.yaml docs/validation/README.md docs/validation/ANNOTATION_GUIDELINE.md (+3 more) |
commit 6b40b7e909e7 | bundled |
| G4 | group | 10 | G4 Threats risks and draft report.md | Threats to validity, FMEA risk register, and the living report with unvalidated results. | THREATS_TO_VALIDITY.md docs/lean-six-sigma/FMEA_RISK_REGISTER.md report/draft.md |
commit 6b40b7e909e7 | bundled |
| G5 | group | 10 | G5 Process Scrum and Lean Six Sigma.md | Ceremonies, DMAIC tollgates, KPIs and targets, SIPOC and CTQ, value stream, control plan, kaizen and waste logs. | docs/PROCESS.md docs/lean-six-sigma/README.md docs/lean-six-sigma/DMAIC.md (+7 more) |
commit 6b40b7e909e7 | bundled |
| G6 | group | 10 | G6 Project management and decisions.md | Plan, charter, RACI, roles, sprint plan, decision log, and architecture decisions. | PROJECT_PLAN.md TEAM_CHARTER.md project.yml (+9 more) |
commit 6b40b7e909e7 | bundled |
| G7 | group | 10 | G7 Git documentation and work intake.md | Branch and review rules, onboarding, issue forms (how work enters), PR template, CI, AI-use disclosure, build commands. | CONTRIBUTING.md docs/GETTING_STARTED.md .github/PULL_REQUEST_TEMPLATE.md (+9 more) |
commit 6b40b7e909e7 | bundled |
| G8 | group | 10 | G8 Pipeline API reference.md | Every public function in src/msr_pipeline with its docstring, generated from the code. | src/msr_pipeline/*.py | commit 6b40b7e909e7 | generated |
| P1 | practitioner | 20 | P1 Build method and phase gates.md | How the member builds applications: source-first builds, phases with exit gates. | CSC-580 Project (PPF, personal):docs/00_METHOD.md | n/a | bundled |
| P2 | practitioner | 20 | P2 Intake charter discovery and rules.md | How project information, constraints, and governing rules are gathered before building. | CSC-580 Project (PPF, personal):.claude/skills/ppf-charter/SKILL.md CSC-580 Project (PPF, personal):.claude/skills/ppf-discover/SKILL.md CSC-580 Project (PPF, personal):docs/02_CONSTRAINTS_CARD.md (+1 more) |
n/a | bundled |
| P3 | practitioner | 20 | P3 Git change control and release.md | Commit gates, change-impact classes, promotion, and handoff. | CSC-580 Project (PPF, personal):docs/11_GIT_ALM.md CSC-580 Project (PPF, personal):docs/15_CHANGE_CONTROL.md CSC-580 Project (PPF, personal):.claude/skills/ppf-change/SKILL.md |
n/a | bundled |
| P4 | practitioner | 20 | P4 Testing and validation gates.md | Validators, self-test harness, negative assertions, and what counts as passing. | CSC-580 Project (PPF, personal):docs/13_TESTING_VALIDATION.md CSC-580 Project (PPF, personal):.claude/skills/ppf-validate/SKILL.md |
n/a | bundled |
| P5 | practitioner | 20 | P5 Lessons learned.md | Failures from real builds and the rule each one produced. | CSC-580 Project (PPF, personal):docs/14_LESSONS_LEARNED.md | n/a | bundled |
Not included, by design: the full GitSkills SQLite file (44,388,249,600 bytes on Zenodo), the sample database, and the SpecMine archive. The notebook documents the datasets; it is not a substitute for them.