Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 05:04 UTC
futurastudio / ai-spend-agent
Your AI bill in one view — npx aibill. Local-first CLI that reads the Claude Code/Codex logs on your machine: real usage by project, plan value multiple, dead context, paste-ready fixes. Weekly artifacts coming: limits, wrapped, context health, secrets. Nothing leaves your laptop.
futurastudio/ai-spend-agent holds a health index of 55 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (81/100) and lowest on Community & Adoption (35/100). It was last updated 5 days ago. 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
futurastudioPersonal account
0 followers3 public repossince May 2025
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 |
|---|---|---|---|---|---|---|
| npm | ai-spend-agent | 0.5.4 | 3,120 | 19 | 5 days ago | aispendcostfinopsopenaianthropicclaude-codecodexcopilotcursorllmtokenbillingclimcpclaude-code-skillsdead-context |
| npm | @agent-finops/core | 0.5.4 | 3,494 | 19 | 5 days ago | — |
| npm | aibill | 0.5.4 | 1,446 | 9 | 5 days ago | aispendcostfinopsclaude-codecodexcli |
| npm | @agent-finops/report | 0.5.4 | 3,218 | 19 | 5 days ago | — |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
69
Development activity
56Moderate
How it's scored
| 36/36 | Push recency — last push 5 days ago |
| 3.5/36 | Commit cadence — 5/52 weeks with commits |
| 16.2/18 | Commit volume — 62 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 | 62 |
| human_commit_share | 1 |
| days_since_last_push | 5 |
| active_weeks_last_year | 5 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 18 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 6 days ago |
| 27/27 | Release cadence — a release every ~1.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 18 |
| latest_release_tag | v0.5.4 |
| releases_from_tags | yes |
| days_since_latest_release | 6 |
| mean_days_between_releases | 1.6 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
35
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
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 |
Ecosystem adoption (downloads)
68Moderate
How it's scored
| 54/80 | Monthly downloads — 11,278 downloads/month across npm |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | ai-spend-agent, @agent-finops/core, aibill, @agent-finops/report |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 11,278 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
46
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 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 38.2/38.3 | PR acceptance — 25/25 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 25 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
21Critical
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 futurastudio |
| 6.7/25 | Track record — 3 public repos, account ~1 yr old |
Inputs used
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | futurastudio |
| public_repos | 3 |
| account_age_days | 429 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 4 package(s) on npm |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 19 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | ai-spend-agent, @agent-finops/core, aibill, @agent-finops/report |
| ecosystems | npm |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
81
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 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ai-spend-agent.vercel.app |
| 10/10 | Repository description |
| 10/10 | Topics — 13 topics |
| 10/10 | Wiki |
Inputs used
| topics | ai, anthropic, claude-code, cli, codex, cost-optimization, cursor, developer-tools, finops, github-copilot, llm, mcp, openai |
| has_wiki | yes |
| homepage | https://ai-spend-agent.vercel.app |
| 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?
40
Security posture
25Critical
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 |
| 2.5/2.5 | CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/15 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 |
| 1/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 10 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 2.5 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 13 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:ai-spend-agent@0.5.4 runtime dependency closure — what installing the published package pulls in — 13 packages. Reachability is not analyzed.
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.
58
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 62 of 62 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
55Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 31 of the last 62 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 2/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json |
| agent_commit_share | 0.5 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
98Excellent
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 53.2/55 | Manageable file sizes — 2/61 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 86,100 |
| source_files_sampled | 61 |
| oversized_source_files | 2 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — samples |
Inputs used
| example_dirs | samples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
0GitHub stars
1contributors
62commits, last 12 months
5days since last push
18releases
1bus factor
0open issues
npmpackage ecosystems
Data collection warnings
- Could not fetch npm package '@agent-finops/mcp' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 2.5 / 10
2.5aggregate
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 |
| 10 | CI-Tests | 15 out of 15 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/15 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 |
| 2 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 2 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 10 existing vulnerabilities detected |
Direct dependencies 15
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | zod | ^4.1.0 | package.json |
| npm | next | 16.3.0-preview.3 | apps/web/package.json |
| npm | react | 18.3.1 | apps/web/package.json |
| npm | react-dom | 18.3.1 | apps/web/package.json |
| npm | ai-spend-agent | 0.5.4 | packages/aibill/package.json |
| npm | @agent-finops/core | 0.5.4 | packages/cli/package.json |
| npm | @agent-finops/report | 0.5.4 | packages/cli/package.json |
| npm | yocto-spinner | ^1.2.0 | packages/cli/package.json |
| npm | zod | ^4.1.0 | packages/core/package.json |
| npm | @agent-finops/core | 0.5.4 | packages/mcp/package.json |
| npm | @modelcontextprotocol/sdk | ^1.29.0 | packages/mcp/package.json |
| npm | zod | ^4.1.0 | packages/mcp/package.json |
| npm | @agent-finops/core | 0.5.4 | packages/report/package.json |
| npm | cli-table3 | ^0.6.5 | packages/report/package.json |
| npm | picocolors | ^1.1.1 | packages/report/package.json |
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
Dependency advisories 0
Installing npm:ai-spend-agent@0.5.4 pulls in 13 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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"headline": "feat(pricing): Gemini/DeepSeek/Kimi/Grok list prices; honest coverage…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-20T03:29:04Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ef5d87ca0305cdf30651e683315ef37249fb83ad",
"body": "feat(web): liquid-glass redesign with fluid-interface animations",
"is_bot": false,
"headline": "Merge pull request #21 from futurastudio/feat/liquid-glass-landing",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-10T04:12:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dec4fdbe496f97f67ac4886b958d5a7edf613c0f",
"body": "Applies Apple fluid-interface principles (emilkowalski/skills apple-design):\n- Glass material ladder (.glass/.glass-heavy/.glass-well) — translucent\n layers with backdrop blur+saturate, 1px specular top edge; material\n weight encodes hierarchy (nav heaviest, inputs recessed)\n- Ambient aurora field\n[…]\ndown (active scale), hover lift on cards\n- prefers-reduced-motion: cross-fades only, no drift/elasticity\n- Display tracking tightened (-0.025em)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(web): liquid-glass redesign with fluid-interface animations",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-10T04:11:46Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "3031d505165d42ddb3ddd7e2f4645f42b54c06c6",
"body": "….5.1\n\n0.5.1: apply-prompt hardening — owning projects + prohibitive approval gate",
"is_bot": false,
"headline": "Merge pull request #20 from futurastudio/fix/apply-prompt-hardening-0…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-10T02:24:38Z",
"body_truncated": false,
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},
{
"oid": "c254c8260280427f88ef79a6796ce108b71b26a7",
"body": "…e (0.5.1)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(apply): owning projects per MCP server + prohibitive approval gat…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-10T02:13:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c1b683aef0929eeb8f71672a4680a886c86b9546",
"body": "chore(web): regenerate hero demo from 0.5.0 CLI (final pre-launch refresh)",
"is_bot": false,
"headline": "Merge pull request #19 from futurastudio/chore/regen-demo-0.5.0",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-10T01:41:41Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "b2d468d416e8bf7200f65d67fa045813be60ada8",
"body": "…resh)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(web): regenerate hero demo from 0.5.0 CLI (final pre-launch ref…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-10T01:38:55Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "632c1ea7bb8cb3e2334a02e5ee2192d4dee648f6",
"body": "0.5.0: the HTML report is now actually shareable",
"is_bot": false,
"headline": "Merge pull request #18 from futurastudio/feat/shareable-report-0.5.0",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-06T00:48:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb678808838124d5c2ab6b3cac8f2dec8c78363c",
"body": "44KB agency board pack -> ~23KB share-first page built from the readout's\nown engines: value multiple hero, TL;DR, by-project/model, named dead\ncontext, deduplicated cut list, plan check, npx aibill footer. Agency\nreport kept for connected/mapped data; regression test bars agency\nframing from the shareable report.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(report): compact shareable HTML report for local-log users (0.5.0)",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-06T00:45:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "26242398545ea0b41bc9fc98c2bd1c284b676d3b",
"body": "0.4.4: one freshness rule — artifact can never disagree with the readout",
"is_bot": false,
"headline": "Merge pull request #17 from futurastudio/fix/fresh-artifact-0.4.4",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T23:37:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68359286d0e5df8f2a10a234688ec9a4bfd5b859",
"body": "… plural fix (0.4.4)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(consistency): report/apply re-read logs fresh; aibill everywhere;…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T23:36:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f260eb8683c829ece7747f2deb0c9c2e638787e4",
"body": "0.4.3: TL;DR opener — decide in five lines whether to read sixty",
"is_bot": false,
"headline": "Merge pull request #16 from futurastudio/fix/tldr-digest-0.4.3",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T23:25:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "84c95c7dcaaf31ee17221898da79e2baf4d1026e",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(readout): TL;DR opener + plan-check line wrapping (0.4.3)",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T23:22:48Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e569dd44bdeecac696a8018b93ed4ca0fd28a616",
"body": "….4.2\n\n0.4.2: apply artifact rebuilt from the readout's own engines",
"is_bot": false,
"headline": "Merge pull request #15 from futurastudio/fix/apply-artifact-rewrite-0…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T23:08:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a6933194a5d1212f4b507f154c7c792b8e4e14a7",
"body": "…xt items (0.4.2)\n\nThe old artifact came from the agency workflow engine: generic advice a\ncoding agent can't act on, unmapped-client noise, numbers conflicting with\nthe readout. Now: named MCP removals with config paths and commands,\nheavy-context guidance, config-only constraints, per-removal rollback,\nnpx aibill verify. Agency artifact kept for attributed data.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(apply): local-log artifact built from cut list + named dead-conte…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T23:06:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4026971b09f54072c425356832fb573dbd2968b6",
"body": "0.4.1: npx aibill (npm blocked aispend/aireceipt as typosquats)",
"is_bot": false,
"headline": "Merge pull request #14 from futurastudio/fix/aibill-alias-0.4.1",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T22:48:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3a8d6236ea2a64840d132b8edf7640380a9ba52",
"body": "…t (0.4.1)\n\nai-spend and ai-receipt exist on the registry (not ours); npm refuses\nunscoped near-matches. aibill + ai-bill are both free. Readout/README updated\nso no printed command points at an unpublished package.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(brand): npx aibill — npm similarity rule blocked aispend/aireceip…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T22:46:44Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b4281b1c42f8b3c594ed5317392a71d623077b9c",
"body": "0.4.0: npx aispend / npx aireceipt aliases + apply command",
"is_bot": false,
"headline": "Merge pull request #13 from futurastudio/feat/aliases-0.4.0",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T22:43:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d105961b88abd78825f19e35a79a268c77f00af",
"body": "- aispend (promoted, speakable) and aireceipt (brand) alias packages: 4-line\n wrappers over the exported runMain — one CLI, several names\n- apply = short form of apply-artifact; readout APPLY step is npx aispend apply\n- CI smoke-tests both alias bins\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(brand): npx aispend + npx aireceipt aliases, apply command (0.4.0)",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-05T22:37:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4aaf2d5a814f7855a1d01981c7c0105d6696d697",
"body": "0.3.0: subscription-first readout for the launch audience",
"is_bot": false,
"headline": "Merge pull request #12 from futurastudio/feat/subscription-first-0.3.0",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-04T14:55:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d28a4040e42b92fcb51ef72036a2ac2498b19131",
"body": "…-default table, hard limit evidence (0.3.0)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(persona): subscription-first readout — value-led header, project…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-04T14:51:22Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b46f5e8495acbe479ebac64a3e8e7c5c797be9c5",
"body": "0.2.2: focused drill-downs, inline apply-artifact prompt",
"is_bot": false,
"headline": "Merge pull request #11 from futurastudio/fix/drilldown-artifacts-0.2.2",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-04T14:43:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab0174f8b39d0f8c70bbaa5af1a77109b69e855b",
"body": "…t open hints (0.2.2)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ux): focused --group-by view, inline apply-artifact prompt, repor…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-04T14:38:16Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "76c6587be6af535e55bb26f9790887b4bdb53b5e",
"body": "0.2.1: complete the apply/verify loop for quickstart users",
"is_bot": false,
"headline": "Merge pull request #10 from futurastudio/fix/loop-completion-0.2.1",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T04:14:00Z",
"body_truncated": false,
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},
{
"oid": "04b00187167d28016b5ac420da16ace5656c4351",
"body": "…$1 cuts; (home) project label (0.2.1)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(loop): report/apply-artifact work after quickstart; collapse sub-…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T04:07:08Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b0b61ec73649647956d9d6899f650e698c15dfe9",
"body": "0.2.0: local plan detection — the tool knows who it's talking to",
"is_bot": false,
"headline": "Merge pull request #9 from futurastudio/feat/plan-detection-0.2.0",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T01:10:42Z",
"body_truncated": false,
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},
{
"oid": "3b69a421b20c79f2c6d87e5b4840f52bcdf4777a",
"body": "- core planDetection: Claude Max/Pro tier + ChatGPT plan read from the agents'\n own local config (whitelisted fields only, tokens never read, no network)\n- plan check speaks in facts (detected plan, real value multiple) and warns\n when usage runs past the detected tier (trim first, upgrade second)\n[…]\ncaveat\n keys off detection; unknown tiers named honestly without invented prices\n- --plan <id> explicit override; doctor reports detected plans\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(plan-detection): the tool knows who it's talking to (0.2.0)",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T01:05:30Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "cf2c32494df62f69284c23f859ed226443a12e8d",
"body": "chore(web): regenerate demo recording from 0.1.5 CLI output",
"is_bot": false,
"headline": "Merge pull request #8 from futurastudio/chore/regen-demo-0.1.5",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:27:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bc80c3c604c0e47c3eab2e9d780ac5ce28161ffc",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(web): regenerate demo recording from 0.1.5 CLI output",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:26:29Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7366dcf6f76cfdd5c1185e09f40076f778b55b25",
"body": "fix(web): don't lose signups when waitlist table lacks source_ref",
"is_bot": false,
"headline": "Merge pull request #7 from futurastudio/fix/waitlist-source-ref-fallback",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:19:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed833e4a2796861837149b9e9de23e0f4073aa69",
"body": "The production Supabase table predates the attribution column, so every\ninsert 400'd (PGRST204) and the API returned 503. Retry the insert\nwithout source_ref and log the ALTER statement to run — a signup with\nlost attribution beats a lost signup.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(web): don't lose signups when waitlist table lacks source_ref",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:14:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f30cc246c7f2489d85ce8db5cf2572fe3918b15c",
"body": "….1.5\n\n0.1.5: npx-safe commands, plan value multiple, honest flat-plan framing",
"is_bot": false,
"headline": "Merge pull request #6 from futurastudio/fix/npx-paths-value-framing-0…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:08:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "227f01ca28e7134f624d99f7d8f9a222f156baa3",
"body": "Landing: real terminal demo video, hero copy, waitlist hardening",
"is_bot": false,
"headline": "Merge pull request #5 from futurastudio/feat/launch-landing-demo",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:06:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "effafe698a83c4f7c6a9679e341fccd189faaabe",
"body": "…-plan savings framing (0.1.5)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(readout): npx-prefixed commands, plan value multiple, honest flat…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-03T00:06:23Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e02e20c5b1f76e90424364f88637d44a0c943ecd",
"body": "- Hero demo is now a real terminal recording (webm/mp4 + poster),\n regenerated from the actual CLI by scripts/record-demo.sh so it can\n never drift from the product. Removes the hand-coded TerminalDemo\n mockup (it had already drifted: non-deduplicated savings figure).\n- Hero subheadline leads wit\n[…]\nction, masked email in\n server logs.\n- README: animated demo gif up top; AI Receipt SVG moved next to the\n report-card feature it illustrates.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(web): VHS terminal demo, hero copy, waitlist hardening",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-02T23:50:55Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "fb6d3ca573350b8feddd5e78cf30545ee0b5d7a5",
"body": "0.1.4: readout restructured as diagnose→recommend→apply→verify + coding-agent accuracy",
"is_bot": false,
"headline": "Merge pull request #4 from futurastudio/fix/readout-loop-0.1.4",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-02T23:32:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0269fd684781d837aaa79505259e251e23bedba9",
"body": "…t accuracy (0.1.4)\n\n- terminal readout restructured as numbered stages: 1·DIAGNOSE 2·RECOMMEND 3·APPLY 4·VERIFY\n- APPLY surfaces apply-artifact (copy-paste prompt); VERIFY surfaces re-run/watch + connect\n- no result-cache advice for local agent session aggregates (aggregation != repetition)\n- sessi\n[…]\n plan-check headlines state their projection basis (active days) + list-price transparency\n- <$0.01 display for tiny real amounts; bump to 0.1.4\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(readout): diagnose/recommend/apply/verify structure + coding-agen…",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-02T23:30:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "024b3a9a291f591b0e130956076c3c321d3bb01d",
"body": "Launch hardening 0.1.3: precision, reliability, safety + CI/release floor",
"is_bot": false,
"headline": "Merge pull request #3 from futurastudio/fix/launch-hardening-0.1.3",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-02T22:43:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1bb46fa840bdbdadd36c7290ce60644a0b0f63d",
"body": "Honest numbers:\n- replace undocumented savings multipliers with documented impactRatios\n- derive provider completeness from record confidence (Copilot/Cursor -> estimated)\n- demo-only sample dead-context; real readouts get an honest 'none found'\n\nReliability:\n- discovery walk survives dangling symli\n[…]\nuild hooks + engines.node>=22 in all packages; CHANGELOG backfilled\n- bump to 0.1.3; CLI npm README; drop unused picocolors; exclude tsbuildinfo\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(launch): precision, reliability, and safety hardening for 0.1.3",
"author_name": "futurastudio",
"author_login": "futurastudio",
"committed_at": "2026-07-02T22:02:24Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f11cc9f7d3426a0a26e200301823c4e8db27a6bc",
"body": "… 0.1.2\n\nThe repo logic was hardened in 9ea5d7a, but the user-facing demo surfaces still\nshowed the old impossible ~$1,151.45/mo additive savings. Sync them:\n\n- apps/web/components/Terminal.tsx: ~$1,151.45/mo \"identified savings\" ->\n ~$539.70/mo recommended-plan savings (deduplicated) + ~$611.75/mo\n[…]\nupdated) for republish.\n\nNo \"1151.45\" remains anywhere in tracked sources. typecheck/build clean,\n152 tests pass, npm audit clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
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"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/15 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 1,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "10 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:ai-spend-agent@0.5.4 runtime dependency closure — what installing the published package pulls in — 13 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "npm:ai-spend-agent@0.5.4",
"assessed": 13
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 13,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 13,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"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": "moderate",
"name": "AI Readiness",
"value": 58,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "62 of 62 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 62,
"sampled": 62
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"apps/web/tsconfig.json",
"packages/cli/tsconfig.json",
"packages/core/tsconfig.json",
"packages/mcp/tsconfig.json",
"packages/report/tsconfig.json",
"tsconfig.json"
],
"agent_commit_share": 0.5,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json"
}
}
],
"max_points": 11
},
{
"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": "31 of the last 62 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 31,
"sampled": 62
}
}
],
"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 2",
"points": 2,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 98,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 86100,
"source_files_sampled": 61,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "TypeScript (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "TypeScript"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/61 source files over 60KB",
"points": 53.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 61,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"samples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
}
}
],
"max_points": 40
}
]
}
],
"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": [
"Could not fetch npm package '@agent-finops/mcp' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T05:04:57.520943Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/futurastudio/ai-spend-agent.svg",
"full_name": "futurastudio/ai-spend-agent",
"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 — npm.