Public recordAt risk
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-29 21:31 UTC
akpersonal4 / ailang-lang-AILang
akpersonal4/ailang-lang-AILang holds a health index of 48 out of 100, placing it in the At risk band. It scores highest on Vitality (70/100) and lowest on Sustainability & Governance (28/100). It was last updated today. A single contributor accounts for most of its recent work.
48
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
48
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
akpersonal4Personal account
0 followers1 public reposince Dec 2024
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | ailang-lang | 1.1.8 | - | 21 | 0 days ago | programming-languagecompileraibusiness-applicationsdeterministic |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
70
Development activity
57Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 18/18 | Commit volume — 136 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 136 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 4 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 8 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~2.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 8 |
| latest_release_tag | v1.1.8 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.1 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
43
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
28
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
1Critical
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 0/38.3 | PR acceptance — no decided pull requests or no data |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
Ownership & stewardship
19Critical
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 0/25 | Owner reach — 0 followers of akpersonal4 |
| 5.4/25 | Track record — 1 public repos, account ~1 yr old |
Inputs used
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | akpersonal4 |
| public_repos | 1 |
| account_age_days | 583 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 21 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | ailang-lang |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
67
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
65Moderate
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
32
Security posture
32At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.2 |
Excluded from scoring (no data or not applicable): ci_tests, packaging. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
64
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, compiler/docs/AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 81 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.81 |
| agent_instruction_files | AGENTS.md, compiler/docs/AGENTS.md |
| agent_instruction_max_bytes | 8,537 |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — compiler/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | compiler/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (compiler/py.typed) |
| 54.9/55 | Manageable file sizes — 1/404 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 80,378 |
| source_files_sampled | 404 |
| oversized_source_files | 1 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
0GitHub stars
1contributors
136commits, last 12 months
0days since last push
8releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:ailang-lang@1.1.8; advisories assessed against the repository dependency graph instead
More detail
OpenSSF Scorecard 3.2 / 10
3.2aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | watchdog | >=4.0 | pyproject.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"activity": {
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"oid": "5e41da0f59f4a22501fd44062aef341285653256",
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"headline": "release: v1.1.4 - fix MOD003 stdlib module resolution",
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"oid": "dc0fed4a405af2b79f63ba83500a430cec11f297",
"body": "- Add comprehensive release reports (M83K-M91)\n- Add ail_doc_verify, ail_dx_audit, ail_release_verify, ail_stdlib_audit, ail_validate tools\n- Remediate examples with consistent formatting and output\n- Update development status and project memory\n- Add validation pipeline configuration",
"is_bot": false,
"headline": "M92: Release documentation, tools, and example remediation",
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"oid": "cb9451c1a181ab9af9dafc5e73a3f64700d9a40f",
"body": "- Update pyproject.toml to version 1.1.2\n- Sync compiler/_version.py via generate_version.py\n- Update all tool VERSION constants to 1.1.2\n- Update README.md badge to v1.1.2\n- Add v1.1.2 entry to CHANGELOG.md\n- Update documentation version references\n- Add sync_versions.py for comprehensive version sync\n- Add release.py for automated release verification",
"is_bot": false,
"headline": "M91: Version synchronization - all references now v1.1.2",
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{
"oid": "ea86dbea43173e15cce34302b04344e6ab3f99cf",
"body": "- Replace unsupported examples with valid AILang code\n- Update CLI documentation to use supported commands\n- Simplify default project template (hello-world, --full for inventory)\n- Add README files to all 41 example projects\n- Synchronize version references to v1.1.1 across runtime, docs, and tests\n\n[…]\nemove stale documentation comments about missing stdlib features\n- Fix ail init references to use ail new\n- Update VSCode extension package version to 1.1.1\n- Add 6 deliverable reports for M83J review",
"is_bot": false,
"headline": "M83J: Improve first-hour onboarding experience",
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"headline": "Merge branch 'develop'",
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"oid": "931d515a03db9129a96576e769d433679ac33508",
"body": "…uppression\n\nFix 7 issues from independent M83I Enterprise Validation:\n\n1. ail rename path leak: _find_stdlib().parent exposed AILang package\n path instead of user project root. Added _find_project_root() that\n walks CWD upward for ail.toml/.ail markers.\n\n2. Unknown flag handling: ail --invalid-\n[…]\npkg commands (install,\nadd, remove, update, list) and _run_dx_tool that used the same\n_find_stdlib().parent pattern.\n\n16 new regression tests. 1009 tests pass, 0 regressions.\nVersion bumped to v1.1.1.",
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"headline": "M83I: Enterprise validation fixes - path leak, diagnostics, cascade s…",
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"headline": "Release Candidate v1.1.0",
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"committed_at": "2026-07-20T21:41:57Z",
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"oid": "fea9acb1db9f0c87e4035f3fdfe44f0733e5d834",
"body": "- Updated test counts: 1074→1079 (README, DEVELOPMENT_STATUS, ONBOARDING_CHECKLIST, TESTING)\n- Updated DEVELOPMENT_STATUS.md: milestone M82→M83C, Last Updated 2026-07-17/v1.0.11→2026-07-20/v1.1.0\n- Updated DEVELOPMENT_STATUS.md: VS Code Extension v0.3.0→v1.1.0, added M83A-C to Recently Completed\n- F\n[…]\n-ailang/README.md: VSIX 0.1.0→1.1.0, directory name, added v1.1.0 release notes, 11 settings\n- Fixed TESTING.md: test count 360+→1079+, tree diagram typo\n- Added PROJECT_MEMORY.md test count 1074→1079",
"is_bot": false,
"headline": "M83D: Repository Synchronization & Publication Audit",
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"committed_at": "2026-07-20T16:59:59Z",
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"body": "- ail rename: repository-wide identifier rename with semantic awareness\n - symbol graph scanning, dry-run, diff, string scanning\n - rollback bundle, compiler verification, safe identifier validation\n- ail watch: automatic incremental recompilation on file changes\n - filesystem watcher (watchdog), polling fallback\n - SHA-256 change detection, 200ms debounce\n - incremental compilation with dependency invalidation\n- 31 tests (19 rename + 12 watch), all passing",
"is_bot": false,
"headline": "feat(tooling): add ail rename and ail watch",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-13T21:39:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed5ed20d6dc89bf3f1dd084627f8e988cd7dbd4a",
"body": "- for-in syntax: for item in collection { body }\n- IR lowering: recursive helper with parameter threading (M27)\n- capture semantics: free variable detection, return-value capture\n- 16 tests: basic iteration + capture semantics\n- architecture docs: design, capture semantics, evaluation report\n- evaluation: 5-8% LOC reduction (below 20% threshold), zero regressions",
"is_bot": false,
"headline": "feat(language): add experimental for-loop primitives",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-13T21:38:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45345546b3554a49e652fe4f6e5f7c941abfb43f",
"body": "- parser: for-in syntax support (M25/M26), declaration improvements\n- IR: for-in lowering with parameter threading and capture semantics (M27)\n- semantic: experimental-loops flag guard, free variable detection\n- runtime: interpreter updates for new IR nodes\n- diagnostics: multi-error collection, source locations\n- stdlib: list.sum, list.find_by_key, string improvements\n- lexer: tokenization fixes, float literal support\n- tests: lexer, module integration, golden files updated",
"is_bot": false,
"headline": "feat(compiler): stabilize runtime, diagnostics, and stdlib",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-13T21:37:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "212d875547dd1f0c225ea8adc3452df8ce382cee",
"body": "- update changelog and development status\n- synchronize roadmap and project memory\n- update package naming references (kebab → snake_case)\n- update VS Code and package manager architecture docs\n- align language evolution records with current implementation",
"is_bot": false,
"headline": "docs: synchronize M56 and M57 documentation",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-13T21:29:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b38cd7edc22f0b35b4ef9c08387c5d0f9eaf1f93",
"body": "- sync extension version to 0.2.0\n- implement code action TextEdits (import stdlib, remove unused variable)\n- add for keyword to grammar and completions\n- add VS Code documentation (INSTALLATION, FEATURES)\n- add M57 completion report",
"is_bot": false,
"headline": "feat(vscode): complete M57 VS Code extension hardening",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-13T21:15:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7cba4ef109a5331ed59dc0e07fc38d5884bd3ed7",
"body": "- resolve snake_case package naming deadlock (kebab accepted with deprecation warning)\n- implement ail add/remove/update/list commands\n- generate ail.toml and ail.lock via ail new\n- add kebab-to-underscore normalization in package resolver\n- add package management documentation (QUICKSTART, PACKAGES, NAMING_POLICY)\n- add 32 tests for naming, ail new, and package commands",
"is_bot": false,
"headline": "feat(packages): complete M56 external adoption closure",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-13T21:15:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25f7f5d7a44394fd3b4f8ded7830220fe3917fdd",
"body": "…tation\n\nDX Tool Refactoring:\n- ail_benchmark, ail_context, ail_doctor, ail_static_analyzer, ail_package_manager\n refactored to use ail_platform shared library instead of duplicated local helpers\n- ail_package_manager/manifest.py: uses ail_platform.manifest.find_manifest,\n adds tomllib fallback fo\n[…]\nstpaths for benchmarks\n- tests/generated/: cleaned up stale auto-generated test files (44 files)\n- tests/test_ail_context.py: updated test count assertion\n\nNew: apps/mini_crm/ (exploratory AILang app)",
"is_bot": false,
"headline": "DX-014: Repository cleanup — tooling refactoring, governance, documen…",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:26:43Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a23cae6b10267f88792bb80448d24af0b80c5634",
"body": "v0.9.3 — Complete Engineering Benchmark Program (B1-B7)\n\nFramework (benchmarks/framework/):\n- Generic measurement infrastructure: runner, metrics, environment, reporting\n- Deterministic dataset scanning with SHA-256 metadata\n- Immutable historical results with timestamp-based run IDs\n- Summary aggre\n[…]\ndel comparison results\n- INVENTORY_BENCHMARK_HARNESS.md: B2-B6 execution protocol\n- ENGINEERING_BENCHMARK_PLAN.md: B1-B7 design and methodology\n- DEPENDENCY_ORDERING_ANALYSIS.md: tool design rationale",
"is_bot": false,
"headline": "DX-013: Engineering Benchmark Infrastructure & AI Harness",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:26:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "87d38bffdabb1ff2048455aa53352f0bf18689c4",
"body": "v0.9.2 — Empirical AILang vs Python head-to-head comparison\n\nComplete Python 3.12 mirror of the AILang Inventory Management System:\n- Same module structure, same function names, same test logic\n- Same PASS/FAIL test format for direct comparison\n- 2,614 LOC app + 3,644 LOC tests = 6,258 LOC total\n- 3\n[…]\ne per function (recursion + unique var names)\n- Both systems exhibit identical data-bleed bugs (fixed identically)\n- AILang eliminates null-pointer, code-injection, implicit-coercion at language level",
"is_bot": false,
"headline": "DX-012: Python 3.12 Mirror of Inventory Management System",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:25:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3ce2f1df71428d8f1167380f82c1d4bbd48493e9",
"body": "v0.9.1 — Full-featured Inventory Management System in AILang\n\nA comprehensive production-scale AILang application serving as the primary\nvalidation target for the Engineering Benchmark Program (B2-B7):\n\nApplication structure (4,009 LOC app + 4,506 LOC tests = 8,515 total):\n- Product/Category managem\n[…]\nsts passing, 0.219s full build, 0.173s test run\n\nThis is the largest AILang application ever built and validates the language's\nsuitability for real-world CRUD / data-processing applications at scale.",
"is_bot": false,
"headline": "DX-011: Inventory AILang Benchmark — 8,515 LOC Reference Application",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:25:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a8e114e8d11a3d4b711ae92824d476e01e0a6b54",
"body": "…y_key\n\nv0.9.0 — Engineering Optimization Program (Evidence-Driven Stdlib Evolution)\n\nNew stdlib APIs added per benchmark evidence (≥2 apps requesting each):\n- list.sort(values), list.sort_by_key(values, key) — selection sort via Python native\n- list.copy(values) — shallow copy\n- list.filter_by_key(\n[…]\n2 (CSV pipeline): 3→1 iterations (67% improvement)\n- B2 total: 7→5 iterations (29% improvement)\n- AILang vs Python ratio: 1.38x→1.23x (11% closer)\n\nSee docs/HYPOTHESIS_STATUS.md for evidence tracking.",
"is_bot": false,
"headline": "DX-010: Stdlib Expansion — sort, join, copy, get_or_default, filter_b…",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:24:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "75d9c62737cfd7f6161f797c8a2f118433298008",
"body": "v0.8.0 — Compiler Diagnostics Improvement Program\n\nCore diagnostics improvements:\n- file:line:col source locations in error messages (previously line number ranges)\n- Spell-check suggestions for undefined identifiers (SEM002) via difflib\n- Multi-error reporting — all lex/parse/semantic errors collec\n[…]\nStream/Parser/TypeChecker all accept source_path parameter\n- CLI extended with ail build --json and ail order subcommands\n\nSee docs/architecture/ARCHITECTURE_DECISIONS.md ADR-009 for design decisions.",
"is_bot": false,
"headline": "DX-009: Compiler Diagnostics Improvement",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:24:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "52694315552f0cfc75b7841ab7e06cfd1ce4b74f",
"body": "New platform-level shared library providing:\n- diagnostics: shared diagnostic conversion utilities\n- events: event system for tool communication\n- manifest: ail.toml manifest discovery (extracted from package manager)\n- project: project root discovery and file reading utilities\n- report_schema: shar\n[…]\niguration management\n\nAll DX tools (benchmark, context, doctor, static_analyzer, package_manager)\nrefactored to use ail_platform.project.get_project_root() instead of\nduplicated local implementations.",
"is_bot": false,
"headline": "feat: add ail_platform shared library",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-10T14:24:24Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b8c76c5c2e2b0162c84984e642351bcfa5a48d82",
"body": "- --diff mode: unified diff output for unformatted files\n- --quiet mode: suppress all output, exit code semantics only\n- Directory-wide formatting: recursive .ail discovery with skip logic\n- Comment-only file preservation (no AST children case)\n- Lexer stability: 4 infinite-loop paths fixed\n (unrec\n[…]\nde string literals like https://)\n- 165/165 valid .ail files pass format + idempotency (0 failures)\n- 82 tests (50 formatter + 32 CLI) — all passing\n- DEVELOPMENT_STATUS.md updated to v0.5.0 milestone",
"is_bot": false,
"headline": "DX-008: AILang Formatter v0.5.0 — Phase 3 complete",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T17:12:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ef5bd83dceeba4abd84166ff7de01ee26a60afaf",
"body": "…ssion tests\n\n- ARCHITECTURE: docs/architecture/FORMATTER_ARCHITECTURE.md defines the\n canonical formatting specification, current limitations, hardening scope,\n and stability verification as a permanent release gate.\n- BUG FIX: _parse_to_ast() error reporting filtered out 'Expected SEMICOLON'\n d\n[…]\nandard):\n test_error_message_no_semicolon_noise — verifies no SEMICOLON noise\n test_error_message_includes_real_error — verifies real error is present\n- 29/29 formatter tests + 32/32 CLI tests pass.",
"is_bot": false,
"headline": "DX-008: AILang Formatter — SEMICOLON bug fix, architecture doc, regre…",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T16:41:28Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4dec326b8e7287db68a5139e2151b7cf2cdad117",
"body": "Two tests verify that error messages from the formatter don't contain\n'Expected SEMICOLON' noise that obscures the real syntax error.\n\ntest_error_message_no_semicolon_noise:\n- Input: fn main() { let x = ; return x; }\n- Expected: error message mentions 'expression' or 'initializer',\n NOT 'Expected S\n[…]\nctual error, not SEMICOLON\n- Current behavior: PASSES (for this specific input)\n\nBoth tests guard against regression of the formatter's _parse_to_ast()\nerror reporting path (formatter.py lines 76-89).",
"is_bot": false,
"headline": "Add regression tests for SEMICOLON error message pollution",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T16:39:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0024fd7b68fec43ff1f2964e092fa66bb892795f",
"body": "…search, code actions\n\nPhase 1 — Architecture:\n- docs/architecture/LSP_ARCHITECTURE.md: JSON-RPC protocol, workspace model,\n document lifecycle, diagnostics pipeline, feature modules, performance goals,\n testing strategy, implementation status, architecture decisions\n\nPhase 2 — Core Infrastructure\n[…]\nchecklist\n- Documentation Ownership Matrix: Added LSP_ARCHITECTURE.md entry\n\nKey principle: No duplicate compiler logic. LSP reuses Lexer -> Parser ->\nASTBuilder -> SemanticAnalyzer pipeline directly.",
"is_bot": false,
"headline": "DX-007: AILang Language Server — architecture, consolidation, symbol …",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T15:08:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c4eeb497ec709cd90d3de323bf71b1a512172d1d",
"body": "Add:\n- tools/ail_package_manager/README.md — tool documentation\n- docs/releases/v0.3.1/RELEASE_VALIDATION.md — full validation checklist\n- CHANGELOG.md — v0.3.1 entries for DX-006 and M16\n- DEVELOPMENT_STATUS.md — DX-006 implementation status table\n\nAll 8 acceptance tests pass.",
"is_bot": false,
"headline": "DX-006: Steps 10-11 — Documentation + release validation",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:59:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "706ab4bc7f43ea1737a892a42f93d4ae39029b08",
"body": "Create tests/dx_tool_006_acceptance_test.py with 8 tests:\n\n- test_validate_package_name: kebab-case validation\n- test_init_creates_project: ail init creates ail.toml, main.ail, ail.lock\n- test_init_refuses_nonempty_dir: safety check\n- test_parse_valid_manifest: correct parsing\n- test_parse_invalid_m\n[…]\n_parsing: all three source types (string, path, git)\n- test_install_local_dep: end-to-end local dependency install\n- test_lock_file_content: lock file schema verification\n\nAll 8 tests pass on Windows.",
"is_bot": false,
"headline": "DX-006: Step 9 — Acceptance tests (8/8 pass)",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:58:30Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f39cdaea554744fe3ed586a7a105b7bdad4e8e39",
"body": "Implement the package manager core pipeline:\n\n3-4. Local + Git package support (tools/ail_package_manager/cache.py):\n - Local: resolve path, read manifest, compute checksum\n - Git: shallow clone, checkout tag/branch/rev, read manifest\n - Copy to lib/<name>/, clean stale packages\n\n5. Depende\n[…]\nlve → install → lock\n - Handles --no-lock, --offline, --frozen-lockfile flags\n - Exit codes per TOOLING_ARCHITECTURE.md conventions\n\nAlso fixed: BOM handling in manifest parser (Windows compat).",
"is_bot": false,
"headline": "DX-006: Step 3-8 — Installer, Resolver, Cache, Lock",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:54:30Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "dcf6365a3d7085fbe9bd43d1bfbc1ce39f618057",
"body": "Implement the first two layers of the AILang Package Manager:\n\n1. Manifest parser (tools/ail_package_manager/manifest.py):\n - ail.toml parsing via tomllib with full validation\n - Package name validation (kebab-case, max 64 chars)\n - Semver validation (MAJOR.MINOR.PATCH)\n - Dependency parsing\n[…]\n update, list\n - Exit codes per TOOLING_ARCHITECTURE.md conventions\n - Argument structure matching PACKAGE_MANAGER_DESIGN.md\n\nPer CTO direction: DX-006 build order starts from ail.toml foundation.",
"is_bot": false,
"headline": "DX-006: Step 1-2 — Manifest parser + ail init",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:52:18Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "ada6a16dde2626f692360e3b3c877504f14f040d",
"body": "- DEVELOPMENT_STATUS.md: Updated milestone to 'AILang Package Manager'\n- Added naming convention note (product names for users, DX numbers internal)\n- Added project maturity (95%)\n- Updated recently completed with DX-006 implementation start\n- PACKAGE_MANAGER_DESIGN.md: DRAFT → APPROVED",
"is_bot": false,
"headline": "Update status docs for DX-006 implementation start",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:50:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "edd45c7370fa58b2143fa84941dda611cd355344",
"body": "- Add Documentation Ownership Matrix to DEVELOPMENT_STATUS.md\n (15 document types with canonical owners)\n- Add Ownership Matrix reference to Developer Rules\n- Update AUDIT_REPORT.md summary table to reflect M16 completion status\n- Mark R6/R8/R10 as deferred or not-in-scope\n- Add Ownership Matrix to\n[…]\nd)\n- v0.1.0 sprint reports archived (21 files)\n- generated/ added to .gitignore\n- Performance data cross-referenced\n- Language docs assessed (no action needed)\n- Documentation Ownership Matrix created",
"is_bot": false,
"headline": "M16: Finalize — Documentation Ownership Matrix + AUDIT_REPORT.md update",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:48:50Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "75d0cd4fa02550e24957e7149e1e76d503dbcea2",
"body": "Add canonical-source cross-reference in docs/runtime/optimizations.md\npointing to docs/performance/runtime_optimization_001/analysis.md\nas the authoritative profiling investigation.\n\nPart of M16 Documentation Architecture Cleanup.",
"is_bot": false,
"headline": "M16: R7 — Centralize performance documentation",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:46:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04bac2803e0a5df808dce52b38b30e4053276159",
"body": "- generated/ added to .gitignore\n- 9 tracked files removed from git tracking (git rm --cached)\n- Files remain on disk, regeneratable by DX tools\n\nPart of M16 Documentation Architecture Cleanup.",
"is_bot": false,
"headline": "M16: R5 — Add generated/ to .gitignore",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:45:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55bbb118d083c0fc5f4be8fcc639d2adc8b78387",
"body": "Move 21 historical sprint report files from docs/reports/v0.1.0/\nto docs/archive/v0.1.0/. Content already consolidated in\nDEVELOPMENT_STATUS.md, CHANGELOG.md, and PROJECT_MEMORY.md.\n\nPart of M16 Documentation Architecture Cleanup.",
"is_bot": false,
"headline": "M16: R4 — Archive v0.1.0 sprint reports",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:44:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcdc1afecee36381cd5a56567541b0f1c3466519",
"body": "Keep AGENTS.md as canonical AI guidance document.\nArchive MASTER_ENGINEERING_PROMPT.md and FOR_FUTURE_AI.md to docs/archive/misc/.\nUpdate AI_MODEL_GUIDE.md to reference AGENTS.md + Playbook instead of Master Prompt.\nUpdate PROJECT_MEMORY.md directory map and historical references.\n\nPart of M16 Documentation Architecture Cleanup.",
"is_bot": false,
"headline": "M16: R3 — Consolidate AI guidance",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:44:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9bf13acec34cf306b5cfbb26fdd8f3728676cf8c",
"body": "Merge four overlapping status documents into one canonical source:\n\n- DEVELOPMENT_STATUS.md — now canonical; absorbs phase definition,\n forward-looking roadmap, v0.3.1 deliverables, M16 milestone tracking\n- Moved to docs/archive/misc/: PROJECT_PHASE.md, ROADMAP.md, CURRENT_MILESTONE.md\n- Updated RE\n[…]\nreference DEVELOPMENT_STATUS.md\n- Fixed stale milestone reference (DX-005 → DX-006/M16)\n- Added Phase Definition, Forward-Looking Roadmap, M16 sections\n\nPart of M16 Documentation Architecture Cleanup.",
"is_bot": false,
"headline": "M16: R2 — Remove status duplication",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:43:21Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "cd7d6ea800aa724e509e579744078c14e6d257d6",
"body": "Rename docs/adr/ADR-001/002/003 → ADR-010/011/012 to resolve\ncollision with inline ADRs in ARCHITECTURE_DECISIONS.md (which\nuse ADR-001 through ADR-009).\n\n- Renamed files: ADR-001→ADR-010, ADR-002→ADR-011, ADR-003→ADR-012\n- Updated cross-references in RELEASE_VALIDATION.md and AUDIT_REPORT.md\n\nPart of M16 Documentation Architecture Cleanup.",
"is_bot": false,
"headline": "M16: R1 — Fix ADR numbering collision",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:41:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf77b187d070adcb758861a0559c2c169a8015a4",
"body": "Architecture milestone: two design documents created before implementation.\n\nTOOLING_ARCHITECTURE.md:\n- Architecture contract for all DX tools (past, present, future)\n- CLI conventions, exit code policy, JSON/MD report conventions\n- tools/common/ responsibilities and shared utilities\n- Generated fil\n[…]\nil.lock), offline cache, checksum verification\n- Integration with benchmark runner, test generator, LSP, formatter\n- 10 open questions for review before implementation\n\nNo implementation code written.",
"is_bot": false,
"headline": "M15: Tooling Architecture & Package Manager Design (pre-DX-006)",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:31:18Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f11d31277483583c94eb45d5166ec2e3caddb862",
"body": "…xtensions + stdlib string.find/split\n\n- Mark DX-005 (Test Generator) as Complete & Accepted in status docs\n- Update CHANGELOG.md with DX-005 and tools/common/ entries\n- Update CURRENT_MILESTONE.md to v0.3.1 (DX-006 Package Manager)\n- Update ROADMAP.md to v0.3.0 status with completed milestones\n- Up\n[…]\nto stdlib/string.ail\n- Add hashing.py, discover_apps(), list_py_files() to tools/common/\n- Move DIAGNOSTICS_IMPROVEMENT_REPORT.md to docs/reports/v0.1.0/\n- Various data file and governance doc updates",
"is_bot": false,
"headline": "v0.3.0 release documentation: DX-005 Test Generator + tools/common/ e…",
"author_name": "Alec Khan",
"author_login": null,
"committed_at": "2026-07-07T14:27:17Z",
"body_truncated": true,
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},
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{
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{
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"key": "package_maintenance",
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{
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{
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{
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},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:ailang-lang@1.1.8; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-29T21:31:27.032160Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/akpersonal4/ailang-lang-AILang.svg",
"full_name": "akpersonal4/ailang-lang-AILang",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.