Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 08:03 UTC
PVRLabs / aibadger
AI Badger - Local-first tool that extracts focused repo context for any AI chat (Claude, ChatGPT, Grok, etc.) without wasting tokens on irrelevant files.
PVRLabs/aibadger holds a health index of 55 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (76/100) and lowest on Security (29/100). It was last updated today. A single contributor accounts for most of its recent work.
55
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.
55
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
PVR LabsOrganization
1 follower5 public repossince Mar 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/PVRLabs/aibadger | v0.2.8 | - | 17 | 2 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
72
Development activity
60Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 6.2/36 | Commit cadence — 9/52 weeks with commits |
| 18/18 | Commit volume — 198 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 | 198 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 17 releases published |
| 36/36 | Release recency — latest release 2 days ago |
| 27/27 | Release cadence — a release every ~6.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 17 |
| latest_release_tag | v0.2.8 |
| releases_from_tags | no |
| days_since_latest_release | 2 |
| mean_days_between_releases | 6.7 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
33
Popularity & adoption
18Critical
How it's scored
| 17.5/60 | Stars — 13 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 1 |
| stars | 13 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
54
Maintainer resilience (bus factor)
20Critical
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 |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 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 | 10 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): PR acceptance. Remaining weights renormalized.
Ownership & stewardship
38At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 2.2/25 | Owner reach — 1 followers of PVRLabs |
| 6.3/25 | Track record — 5 public repos, account ~0 yr old |
Inputs used
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | PVRLabs |
| public_repos | 5 |
| account_age_days | 123 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 2 days ago |
| 20/20 | Version history — 17 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/PVRLabs/aibadger |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 2 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
60Moderate
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 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pvrlabs.xyz/aibadger/ |
| 10/10 | Repository description |
| 10/10 | Topics — 12 topics |
| 10/10 | Wiki |
Inputs used
| topics | ai, chatgpt, claude, cli, code-review, context, developer-tools, golang, llm, local-first, tui, ai-badger |
| has_wiki | yes |
| homepage | https://pvrlabs.xyz/aibadger/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
29
Security posture
29Critical
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 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 |
| 0/5 | Security-Policy — security policy file not 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 | 2.9 |
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.
70
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 30.4/40 | Legible commit history — 57 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.57 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 527 |
Verify loop (build / test / typecheck)
56Moderate
How it's scored
| 12.6/18 | One-command bootstrap — go.mod (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically 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 | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.5/55 | Manageable file sizes — 1/111 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 143,179 |
| source_files_sampled | 111 |
| oversized_source_files | 1 |
Key facts
13GitHub stars
1contributors
198commits, last 12 months
0days since last push
17releases
1bus factor
0open issues
Gopackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 2.9 / 10
2.9aggregate
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 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 |
| 0 | Security-Policy | security policy file not 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 4
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/charmbracelet/bubbles | v1.0.0 | go.mod |
| Go | github.com/charmbracelet/bubbletea | v1.3.10 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.0 | go.mod |
| Go | github.com/charmbracelet/x/term | v0.2.2 | go.mod |
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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"headline": "bump version: v0.2.7-dev -> v0.2.7",
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"headline": "Fix goal editor backspace routing",
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"headline": "docs: refresh workflow B screenshot",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-10T18:57:35Z",
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"headline": "docs: update article screenshots",
"author_name": "ejboy",
"author_login": "ejboy",
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"headline": "docs: title experiment prompts file",
"author_name": "ejboy",
"author_login": "ejboy",
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"headline": "docs: fix article screenshot rendering on github",
"author_name": "ejboy",
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"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "docs: fix article screenshot rendering on github",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-10T18:23:03Z",
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"body": null,
"is_bot": false,
"headline": "docs: add articles index and update experiment writeup",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-10T18:14:34Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "docs: add Badger design handoff article (#117)",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-10T18:02:51Z",
"body_truncated": false,
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{
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"body": "Plan: binary-summaries",
"is_bot": false,
"headline": "feat: add image metadata to binary asset summaries #114",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T19:25:41Z",
"body_truncated": false,
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},
{
"oid": "c0b33ed3423f95e649eaaee10e09310cf1547363",
"body": null,
"is_bot": false,
"headline": "Support deeper tagged-file completion",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T17:13:21Z",
"body_truncated": false,
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},
{
"oid": "16695dd87c9c77edcad1559d2b9d6bc503e0fbad",
"body": null,
"is_bot": false,
"headline": "Fix resource topology primary language handling",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T16:45:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1aff51a437429feb3c25b38b379ba81dc2b68645",
"body": null,
"is_bot": false,
"headline": "Scan generic schema resources",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T16:22:38Z",
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"headline": "Surface Java co-located resources",
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"author_login": "ejboy",
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"oid": "130f8b3dcccc25d738ff884b03a674d6174da5f6",
"body": null,
"is_bot": false,
"headline": "Surface Go co-located resources",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T16:05:34Z",
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"body": null,
"is_bot": false,
"headline": "docs: rewrite README to improve onboarding and developer conversion",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-07T04:11:12Z",
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"body": null,
"is_bot": false,
"headline": "Add structured headless extraction plan output",
"author_name": "ejboy",
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"headline": "chore: bump to v0.2.7-dev",
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"committed_at": "2026-07-01T22:46:29Z",
"body_truncated": false,
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"body": "…eration\n\nPlan: Release v0.2.6",
"is_bot": false,
"headline": "fix: fetch full history in release workflow for correct changelog gen…",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-01T22:43:05Z",
"body_truncated": false,
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"headline": "release: v0.2.6",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-01T22:39:05Z",
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},
{
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"body": "Show 'Show support for Badger and help others discover it.' before\nasking whether to fetch the supporter scoreboard from GitHub.",
"is_bot": false,
"headline": "feat: add motivation line to badge permission prompt",
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"author_login": "ejboy",
"committed_at": "2026-07-01T21:34:52Z",
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"body": "…clusion\n\n.env.example and similar template files carry no real secrets, but were\ncaught by the .env.* prefix check in matchesSensitiveBase. Add an exact-\nname exemption before the prefix block so these files are extractable.\n\nUpdate docs/privacy.md to reflect the new behavior. Add test coverage\nfor exempted names and confirm other .env.* variants remain blocked.",
"is_bot": false,
"headline": "Exempt .env.example/.env.template/.env.sample from Prompt 2 safety ex…",
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"author_login": "ejboy",
"committed_at": "2026-07-01T16:12:23Z",
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"body": null,
"is_bot": false,
"headline": "fix: reduce idle TUI CPU while waiting for AI response #109",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-01T15:56:53Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Mark truncated context footers",
"author_name": "ejboy",
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"committed_at": "2026-06-25T01:44:38Z",
"body_truncated": false,
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"body": "Add Prompt 2 file header markers for truncated extracted context while preserving existing labels for non-truncated full files, spans, and binary summaries.\n\nCover formatter behavior and headless context output with regression tests.\n\nPlan: Prompt 2 Truncated Context Markers Plan",
"is_bot": false,
"headline": "fix: mark truncated Prompt 2 context #107",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-06-25T01:24:33Z",
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"oid": "8c8f6de0e5a59a44f0263b7bcad653da04aed12c",
"body": "Add scripts/generate-release-notes.sh and wire it into the release\nworkflow instead of softprops generate_release_notes.",
"is_bot": false,
"headline": "feat: automate release notes generation by issue grouping",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-06-24T18:26:01Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "fix: remove redundant release trigger from workflow",
"author_name": "ejboy",
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"committed_at": "2026-06-24T18:21:37Z",
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"body": null,
"is_bot": false,
"headline": "chore: bump to v0.2.6-dev",
"author_name": "ejboy",
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"headline": "release: v0.2.5",
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"is_bot": false,
"headline": "Use resolved external labels in Prompt 2",
"author_name": "ejboy",
"author_login": "ejboy",
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"headline": "fix: reject absolute external FILE selectors #105",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-06-24T17:50:56Z",
"body_truncated": false,
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},
{
"oid": "9b05295fa3700e5a096e11a2be2cebb9b1385138",
"body": "resolveCommandPath was passing paths starting with \"..\" to\nresolveFuzzyPath, which extracted just the basename and matched\nagainst local project files. This caused external FILE: requests\nlike \"../internal/docs/architecture.md\" to silently resolve to\nlocal files with the same basename instead of falling through to\nexternal context resolution.\n\nFix by skipping fuzzy resolution when the path starts with \"..\".\n\nPlan: Tolerant FILE resolution for external context roots",
"is_bot": false,
"headline": "fix: prevent resolveFuzzyPath from stripping parent-dir paths #105",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-06-24T17:39:45Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "Add tolerant external FILE resolution",
"author_name": "ejboy",
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"body_truncated": false,
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{
"oid": "8559c6a7f5106b32cf62279a1d6f5b2d41a27bdc",
"body": "Document badger followup and /followup in the usage guide.\n\nPlan: 2026-06-23-followup-focus-plan",
"is_bot": false,
"headline": "docs: add followup CLI and slash command to usage docs #99",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-06-23T02:05:22Z",
"body_truncated": false,
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},
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"body": "Add the followup focus preset, prompt constraints, CLI startup handling, workflow display name, and TUI /followup command.\n\nPlan: 2026-06-23-followup-focus-plan",
"is_bot": false,
"headline": "feat: add followup focus prompt contract and UI #99",
"author_name": "ejboy",
"author_login": "ejboy",
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{
"oid": "5a9fec745f7708b0e439e68dac1f1476d0a0167c",
"body": null,
"is_bot": false,
"headline": "Unify startup launch context",
"author_name": "ejboy",
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"body_truncated": false,
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},
{
"oid": "a408d5a3c28a8f573d1de6b3f36aa459359fc506",
"body": null,
"is_bot": false,
"headline": "docs: synchronize protocol, usage, and privacy with engine behavior",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-30T01:37:04Z",
"body_truncated": false,
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},
{
"oid": "a7d7e3922a7addc9bfae28149af271a471195ea1",
"body": null,
"is_bot": false,
"headline": "Limit Node source root scans per directory",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-30T01:18:46Z",
"body_truncated": false,
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},
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"oid": "809ca5e8cb58d1cf488e2e3346b4e4822096a089",
"body": "Plan: scanner-performance-optimization",
"is_bot": false,
"headline": "scanner: apply shallow Node marker discovery #29",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T21:18:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": "Plan: scanner-performance-optimization",
"is_bot": false,
"headline": "scanner: apply shallow Go marker discovery #29",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T21:12:36Z",
"body_truncated": false,
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},
{
"oid": "b9d48267957dfa71e94a8a6e2dbd18c919ef2793",
"body": "Plan: scanner-performance-optimization",
"is_bot": false,
"headline": "scanner: add bounded marker discovery helper #29",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T21:08:54Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "b4df24ad0ba5063a4fcbb1e92629592cc5d97a5a",
"body": null,
"is_bot": false,
"headline": "Bump version to v0.2.5-dev",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T18:57:56Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "release: v0.2.4",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T18:57:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46df43f93787b75ea36d7c9151d6a2c0cea0890b",
"body": "Drop 7 formatter-output tests now covered by the hybrid-ops-app\nblack-box certification fixture. Keep scanner-level unit tests\n(capping, binary omission, multi-lang ops scripts) that test\ninternal logic not reachable through the binary interface.\n\nPlan: 2026-05-29-shallow-ops-deploy-topology-plan",
"is_bot": false,
"headline": "test: remove per-language formatter tests covered by cert fixture #100",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T18:35:02Z",
"body_truncated": false,
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},
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"oid": "f9622ccb9a29a0e09d80363b35aa6842c3fdef8a",
"body": "Plan: 2026-05-29-shallow-ops-deploy-topology-plan",
"is_bot": false,
"headline": "Attach ops resources to topology",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T18:14:56Z",
"body_truncated": false,
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},
{
"oid": "d53d78ddc2b03825196fd2ef25c40fcc93c6182b",
"body": "Plan: Add Shallow Ops/Deploy Discovery To Project Topology",
"is_bot": false,
"headline": "Add shallow ops resource scanner for #100",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T18:03:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1b7f69ff9b32b83931ad31fcdd63171a493bde3",
"body": null,
"is_bot": false,
"headline": "Add ops deploy filegroup helpers",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T17:47:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "61327e267ee6f712cd7529ec543b3b56ad5c0f5b",
"body": null,
"is_bot": false,
"headline": "test(scanner): add .gitignore and .dockerignore to omission tests",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T17:38:08Z",
"body_truncated": false,
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},
{
"oid": "2dc5e869f54b51aae76e9f4fc7bc2e72099015a7",
"body": "These toolchain-ignore files describe what *not* to scan -- the opposite\nof what topology is for. They carry near-zero signal for AI understanding\nof project structure. Route them to the same omission path as lock files\nand checksum files (isOmittedNoiseName), and remove them from\nisTextControlFile and classifyByName since they no longer reach those\ncode paths.",
"is_bot": false,
"headline": "Omit .gitignore and .dockerignore from topology output",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T17:19:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83c3583917c764a8b68368712c4fe39646db1a23",
"body": null,
"is_bot": false,
"headline": "Improve root package top-file budget",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T16:54:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cad8d6c305ee19f9c5540420bb0ce3a481ccc005",
"body": "Replace multi-line formatted PATH instructions with a one-line\nPowerShell command users can select, copy, and paste directly.",
"is_bot": false,
"headline": "Show single-line PATH command for easy copy-paste",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T04:34:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4af756ab6cf751e1fed660af00fb70a2f756927a",
"body": "Change default install directory from $HOME/.local/bin to\n%LOCALAPPDATA%\\Programs\\Badger, a Windows-native user-local path.\n\n- New default: Join-Path $env:LOCALAPPDATA \"Programs\\Badger\"\n- BADGER_INSTALL_DIR env var still overrides the default\n- Print full installed binary path\n- Normalize trailing backslashes before PATH comparison\n- Print detailed manual PATH setup instructions (no auto-modify)\n- Update docs to reflect the new default",
"is_bot": false,
"headline": "Improve Windows installer PATH behavior",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T03:54:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "036108cbf0b34e8f8cd5287580d4ea89941d365d",
"body": "After the user presses S to open the GitHub repo, the action row\ngains [R]efresh. Pressing R re-fetches the supporter list and\nupdates the table in place, keeping the previous data on error.",
"is_bot": false,
"headline": "badge: add [R]efresh action after starring",
"author_name": "ejboy",
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"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 70,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.57,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 527
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "57 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 30.4,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 57,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
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],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
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"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
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{
"code": "toolchain_convention",
"params": {
"files": "go.mod"
}
}
],
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},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"largest_source_bytes": 143179,
"source_files_sampled": 111,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/111 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 111,
"oversized": 1
}
}
],
"max_points": 55
}
]
}
],
"description": "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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-23T08:03:23.916499Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PVRLabs/aibadger.svg",
"full_name": "PVRLabs/aibadger",
"license_state": "standard",
"license_spdx": "MIT"
}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 — Go.