lmtani/pumbaa holds a health index of 71 out of 100, placing it in the Good band. It scores highest on AI Readiness (84/100) and lowest on Community & Adoption (45/100). It was last updated 13 days ago. A single contributor accounts for most of its recent work.
71
overall / 100
Good
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
71
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 63 is calibrated to 71 on the published index scale (record calibration 2026-08-02).
Direct dependencies free of known advisories — 1 affected: google.golang.org/grpc v1.80.0 (critical 9.1)
0/25
Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40
No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
source
osv
advisories
6
affected_packages
5
assessed_packages
114
unassessed_packages
0
affected_by_severity
critical 1, unknown 4
direct_affected_packages
1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 114 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
Manageable file sizes — 1/299 source files over 60KB
Inputs used
primary_language
Go
largest_source_bytes
368,163
source_files_sampled
299
oversized_source_files
1
Key facts
22GitHub stars
2contributors
75commits, last 12 months
13days since last push
31releases
1bus factor
0open issues
Gopackage ecosystems
Data collection warnings
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks
9Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 1Patch 7
Each point covers 3 days.
OpenSSF Scorecard 4.5 / 10
4.5aggregate
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).Scorecard v5.5.0 · 2026-08-01 20:02 UTC
Full resolved dependency set from the GitHub dependency graph: 23 direct and 91 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
This repository publishes no package the index resolves, so its own dependency graph was assessed — 114 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 1 are direct.
Package
Version
Relation
Severity
Advisories
Fixed in
google.golang.org/grpc
v1.80.0
direct
critical
2
1.82.1
go.opentelemetry.io/otel
v1.43.0
indirect
unknown
1
1.44.0
golang.org/x/crypto
v0.52.0
indirect
unknown
1
—
golang.org/x/net
v0.55.0
indirect
unknown
1
0.56.0
golang.org/x/text
v0.37.0
indirect
unknown
1
0.39.0
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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{
"oid": "e5e49f1a35520b79cf63bfadeaef07896ebe0cb3",
"body": "…runs (#55)\n\n* feat(wdl): call graph and task specs for cache reasoning\n\nDeciding whether a task can be served from the call cache needs two things\nthe parser already had the data for but never exposed: which calls consume\nwhich other calls' outputs, and the parts of a task definition that Cromwell\n\n[…]\nto the metadata port for that: asking the server for\nsubmittedFiles:inputs alone costs about a twenty-fifth of the bytes of full\nmetadata, which is what makes scanning thirty runs take under a second.",
"is_bot": false,
"headline": "feat(cache): forecast which tasks a submission would reuse before it …",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-18T21:15:50Z",
"body_truncated": true,
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{
"oid": "8b21070fd43f1b14b6199e70029badea1d69df22",
"body": "…ng (#54)\n\n* refactor(tests): move shared test_data into package-local testdata dirs\n\nThe top-level test_data/ directory was shared by only three packages.\nMoving fixtures next to their consumers follows the Go testdata\nconvention, makes pkg/wdl self-contained as a public library, and\nremoves the ru\n[…]\n pumbaa hits, and\nserves the real task logs off disk via a relocatable __FIXROOT__ token.\ndemo.gif is re-recorded here against that same stub so the committed\nasset matches what the workflow produces.",
"is_bot": false,
"headline": "docs: professional README with a demo GIF, plus testdata and CI tooli…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T21:53:37Z",
"body_truncated": true,
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},
{
"oid": "1bd3c9dd68cd792c589350e8365ec004b2461df7",
"body": "…tting (#53)\n\n* feat(submit): scaffold inputs from the WDL and preflight before submitting\n\nPumbaa is strong once a run exists, and weakest where newcomers spend most\nof their pain: getting to a correct submission. The only guard rail was a\nmissing-required-inputs check; everything else — a typo'd k\n[…]\nromwell.\n\nWired as a new preflight check, run only when -d is given; submit passes its\ndependencies bytes through. A missing import blocks (Cromwell would fail to\nparse); an unreadable zip only warns.",
"is_bot": false,
"headline": "feat(submit): scaffold inputs from the WDL and preflight before submi…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T18:55:29Z",
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{
"oid": "f7b4e850ac60cad909a9404fae1d7e54ea84683e",
"body": "* chore: remove dead code and refresh the improvement backlog\n\nReachability analysis (deadcode from the CLI entry point) cross-checked\nagainst test usage found code with no callers anywhere:\n\n- examples/mock_report and recommendation's MockLLMGenerator: the example\n was referenced by nothing and wa\n[…]\n\nagent's action table and its live E2E/cost-validation tests, and the\nprompts package. Generic Go/BubbleTea boilerplate was trimmed — the\nguide now optimizes for what a session actually needs to know.",
"is_bot": false,
"headline": "chore: remove dead code and refresh the improvement backlog (#52)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T13:29:36Z",
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"oid": "052b73cc00457ded71adb9d447dd6be8ecb93bdb",
"body": "…e tests (#50)\n\n* refactor(telemetry): move the telemetry contract to ports\n\nThe Service interface (and its Event/CommandContext types) lived in\ninfrastructure, making telemetry the last interfaces->infrastructure\ndependency. The contract now lives in ports — the same pattern already\nused for the se\n[…]\narrying start/vmStartTime\nand cost rate with no end timestamps, a queued attempt with no\ntimestamps at all, two levels of expanded subworkflow metadata, and\nnumeric cpu/preemptible runtime attributes.",
"is_bot": false,
"headline": "refactor: telemetry port, consolidated agent prompts, mapper edge-cas…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T12:25:53Z",
"body_truncated": true,
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"oid": "5a235f1080a07444d11d6b05623248628798a534",
"body": "… chat agent (#51)\n\nThe agent could list log paths and dump raw metadata, but debugging a\nfailed run took many calls and the metadata of a subworkflow-heavy run\nis megabytes — far beyond what a model context handles. Four actions\nclose the gap, each a thin adapter over domain logic:\n\n- failures: ded\n[…]\nction table now builds from a Deps struct and skips actions whose\ndependencies are absent. The agent's system instruction routes failure\ndebugging through failures -> read_log instead of raw metadata.",
"is_bot": false,
"headline": "feat(agents): failures, read_log, cost and preemption actions for the…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T12:19:29Z",
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"oid": "586c9fddeab4a7343112be611a034c4cd9eefb2b",
"body": "…ns (#49)\n\nThe chat package had zero tests across ~2,100 lines, including the\ncustom agent loop. The recent split into focused files and the\nports.ChatSessionStore interface made the pure logic and state\ntransitions cheap to test:\n\n- stream: tool-call execution path (the same one the agent loop uses\n[…]\nk lookup and context-label tagging, using the\n ADK in-memory service plus a small ChatSessionStore fake.\n\nCoverage goes from 0% to ~36% of the package, concentrated on the\nlogic that breaks silently.",
"is_bot": false,
"headline": "test(tui): cover the chat screen's agent loop, update flow and sessio…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T01:51:58Z",
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"oid": "c4900d015d8add2c73e8d92fe8351c063439fe7d",
"body": "…#48)\n\nThe lint target had been permanently red — 118 findings once the per-linter\noutput cap is lifted — so it protected nothing and new debt accumulated\nunnoticed. This zeroes every finding and adds a lint job to CI (pinned to\nthe same golangci-lint version as local runs) so the count stays at zer\n[…]\nted lipgloss Copy and filepicker Height\n replaced by their current APIs, lowercase error strings, tagged switches,\n redundant nil-before-len checks removed.\n- unused: two dead struct fields removed.",
"is_bot": false,
"headline": "chore(lint): zero all golangci-lint findings and enforce lint in CI (…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-17T01:39:59Z",
"body_truncated": true,
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"oid": "4630407b260c9976276245acb19076c2ca295ceb",
"body": "The cost breakdown keyed shards by ShardIndex alone, so the same task\nrunning in many subworkflow instances (each at shard -1 of its own\ninstance) collapsed into a single shard: a task with 59 executions showed\n\"shards=2\". Shard keys now carry the subworkflow instance path.\n\nThe preemption summary h\n[…]\nuseful. It now walks\nloaded subworkflows with instance-scoped task keys, keeping retry chains\nfrom different instances separate, and skips unloaded subworkflow calls\ninstead of treating them as tasks.",
"is_bot": false,
"headline": "fix(domain): scope shard aggregation by subworkflow instance (#47)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-16T21:32:46Z",
"body_truncated": true,
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{
"oid": "4e8bccd4d1ccd8f32b0081f3891f3b71aa110c3e",
"body": "…units (#46)\n\nThe per-task breakdown summed two different units into one \"$\" total:\nattempts with a real vmCostPerHour contributed dollars, while attempts\nwithout cost data contributed a cpu × mem × hours pseudo-value. On backends\nthat report no cost, the whole total was fiction with a dollar sign.\n\n[…]\nes otherwise. The modal shows dollar rows and ~estimate\nrows distinctly, with bars scaled within each unit, and the opt-in API\nvalidation test now compares only the dollar total (the comparable part).",
"is_bot": false,
"headline": "fix(cost): keep real dollars and resource-hour estimates in separate …",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-16T21:23:13Z",
"body_truncated": true,
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{
"oid": "22fb89b64fa490bd51ead95925e076b973a0aa50",
"body": "…ual for running tasks (#45)\n\n* refactor(application): remove infrastructure imports from use case layer\n\nResourceVisualizationUseCase reached into infrastructure for two concrete\nhelpers: recommendation.NewFileDebugWriter and templates.RenderReport.\nIntroduce ports.ResourceReportRenderer (implement\n[…]\n attempt with broken timestamps cannot accrue forever. Replaying the\nsame metadata now yields a total in line with the cost API.\n\n* docs: record technical improvement backlog from the internal/ review",
"is_bot": false,
"headline": "refactor: enforce hexagonal boundaries in internal/ and fix cost accr…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-16T13:32:35Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6642e020e17c52a2d67a5903f8717c3a83fbc6af",
"body": "Resolves all 14 open Dependabot alerts: 13 in x/crypto (SSH auth\nbypass via unenforced @revoked status, key constraint enforcement,\nserver deadlock, panics and DoS) and 1 in x/net (HTML parser DoS).\nx/sys, x/term and x/text were bumped as transitive requirements.",
"is_bot": false,
"headline": "fix(deps): bump golang.org/x/crypto to v0.52.0 and x/net to v0.55.0",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-16T11:31:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68a6a7e8816daad99a4f98d1d5b7a7ffcc93a015",
"body": "…ts (#44)\n\n* refactor(tui): unify navigation, preserve screen state, and improve UX affordances\n\nNavigation architecture:\n- Navigation messages now live in tui/common (NavigateToDebugMsg,\n NavigateToChatMsg, NavigateBackMsg); screens emit them via commands and\n AppModel is the single handler. The \n[…]\n* fix(debug): show real keys in help overlay ($ cost, ctrl+c quit)\n\n* refactor(cli): remove no-op --verbose flag from metadata command\n\nThe flag was parsed but never used; calls were always displayed.",
"is_bot": false,
"headline": "feat(tui): unified navigation, streaming chat, run diff, and task cos…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-07-07T22:43:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "22ca35e5748c22d4a204f88e1715a5d556ce76cc",
"body": "When a run reused a task via Cromwell call caching, its wall-clock is\njust the cache-copy time (~seconds), which the diff would report as a\nbogus \"N× faster/slower\". The comparison now resolves cache provenance\nand compares real work instead.\n\n- recover the real duration, docker, status and attempt \n[…]\n note\n\nLayers stay separated: cache-result parsing, call lookup and the recovery\nvalue objects are pure domain; fetching and chasing chains is the use\ncase; the flag and annotations are the interface.",
"is_bot": false,
"headline": "feat(cli): cache-aware comparison in workflow diff",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-13T14:02:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ffc627adcc6f470e3c3967e04422e9a41d2b9d30",
"body": "Adds `pumbaa workflow diff <id-a> <id-b>` (alias `compare`) to answer\n\"what changed between these two runs?\".\n\n- domain: pure CompareWorkflows(a, b) producing a RunDiff — flattens\n inputs/options JSON to dot/bracket paths and reports only changed\n keys (added/removed/modified); flags the WDL sourc\n[…]\n the full RunDiff for scripting.\n\nDuration changes are only surfaced when both ≥1.5× and ≥30s apart, so\nshort tasks do not show as noise. A TUI dashboard entry point can reuse\nthe same use case later.",
"is_bot": false,
"headline": "feat(cli): compare two workflow runs with `workflow diff`",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-13T14:02:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c8f453b1769e6bdb669134fa4f0c50f086c94b94",
"body": "F opens a modal grouping every failed task in the loaded tree by error\nsignature: messages are normalized (paths, UUIDs, shard/attempt numbers\nstripped) so the same root cause across hundreds of shards collapses\ninto one entry, e.g. \"187× Job exit code 137 at <path>\" with the first\ntask names listed\n[…]\n causes\nare taken from the deepest causedBy chain, and the raw summary can be\ncopied with y. Falls back to workflow-level failures when no failed\ncall carries a message (e.g. input validation errors).",
"is_bot": false,
"headline": "feat(tui): aggregated failure summary modal (F) in debug view",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-13T14:02:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "adb3a435bbea408ed3130ec23b64e3ea5a7079ee",
"body": "y now opens a small modal listing the copyable values for the selected\nnode instead of copying only the Docker image:\n\n- workflow/subworkflow: workflow ID, workflow root, workflow log,\n inputs/options JSON\n- task/shard: stderr/stdout paths, call root, command line, Docker\n image, monitoring log, Batch job ID, workflow ID\n\nNavigate with arrows + enter, or press 1-9 to copy an item directly.",
"is_bot": false,
"headline": "feat(tui): contextual copy menu on y in debug view",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-13T14:02:41Z",
"body_truncated": false,
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},
{
"oid": "fa823d862c7a1175a161eab17699601ae69af86f",
"body": "- w in the debug view re-fetches workflow metadata every 30s while the\n workflow runs, preserving tree expansion, cursor position and loaded\n subworkflows (re-fetched after each refresh)\n- status transitions since the last refresh are surfaced in the footer\n (e.g. \"TaskX: Running → Failed\"); watc\n[…]\now reaches a terminal state\n- header shows a WATCH badge while active\n- w in the dashboard toggles auto-refresh of the workflow list on the\n existing 30s tick, skipped while a modal or filter is open",
"is_bot": false,
"headline": "feat(tui): watch mode with auto-refresh in debug and dashboard",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-13T14:02:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "860c8497053b32646ed8cc1c1fdfd04e755ddff4",
"body": "- f expands only the paths leading to failed or preempted/retried calls,\n auto-fetching failed subworkflows that were not loaded yet (chained fetches)\n- ] / [ jump to next/previous failed task, expanding ancestors and\n wrapping around the tree\n- collapsed nodes show a red ✗N badge with the count of failed\n descendants, so failures buried in scatters/subworkflows stay visible;\n the ⟳N badge also counts recovered preemptions (status Done after a retry)",
"is_bot": false,
"headline": "feat(tui): failure-oriented navigation in debug tree",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-13T14:02:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44e798c049f3b3edd0e3d93374a28fb829d7c69c",
"body": "The details panel title used TitleStyle, whose MarginBottom(1) made the\npanel one line taller than its height budget. The whole view exceeded\nthe terminal height and the terminal scrolled the header bar (workflow\nname, status, duration, cost) off the top of the screen.\n\nUse a margin-free panel title\n[…]\nncate the\nheader bar's left side ANSI-aware when it alone exceeds the terminal\nwidth. A debug-view smoke test now guards the height/width budget at\nseveral terminal sizes, mirroring the dashboard one.",
"is_bot": false,
"headline": "fix(tui): debug header bar pushed off-screen by details title margin",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-12T18:18:07Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ac1313fadf85bc1acf43dc80d54b8e964eeae916",
"body": "Pressing < and > moves the split between the execution tree and the\ndetails panel in 5% steps (clamped to 20-70%), instead of the fixed\n40/60 ratio. The chosen ratio survives terminal resizes since panel\nwidths are now derived in one place from the stored percentage.",
"is_bot": false,
"headline": "feat(tui): resizable tree/details split in debug view",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-12T18:13:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7cf903e1b1a836407da269fe6daba50e6e50865",
"body": "Pressing / (name) or l (label) now shows a one-line filter bar above\nthe table and narrows the visible rows on every keystroke, instead of\nreplacing the whole list with a blind input modal. Enter keeps the\nprevious behavior of applying the filter server-side; esc restores the\nunfiltered list. The ma\n[…]\nnarrowing the list.\n\nAdd a ? help overlay with the full keyboard reference, mirroring the\ndebug screen, and reorder footer hints so the most-used ones survive\nthe fit-to-width cut on narrow terminals.",
"is_bot": false,
"headline": "feat(tui): live inline filtering and help overlay on dashboard",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-12T18:10:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "77c3845001c6f2b00175e5cc7b2407bd170ef925",
"body": "…glyphs\n\nReplace the 4-line boxed headers on dashboard, debug and chat with a\nsingle header bar (brand chip + breadcrumb + badges), freeing 3-6 rows\nof useful content per screen. Layout math is centralized in\ncommon/layout.go so header, panels and footer always add up to the\nterminal height - previo\n[…]\nad of wrapping, and table rows are truncated ANSI-aware so\nnarrow terminals no longer overflow. The chat breadcrumb also reflects\nstandalone mode instead of always claiming Dashboard > Debug ancestry.",
"is_bot": false,
"headline": "feat(tui): single-line header bars, richer status colors, width-safe …",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-12T18:05:17Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bd3ffdc44c42c873404ed44628876dad43342750",
"body": "Replace ~110 hardcoded hex colors across dashboard, debug and chat\nwith semantic tokens in common/colors.go using lipgloss.AdaptiveColor,\nso the TUI stays readable on light and dark terminals and theme\nchanges happen in one place. Dedupe debug/styles.go into aliases of\ncommon styles and drop dead st\n[…]\n and truncate by display width so\nmulti-byte names no longer break column alignment, make truncation\nhelpers rune-safe, and honor the labels column max width (previously\nignored, overflowing the row).",
"is_bot": false,
"headline": "refactor(tui): unify adaptive color palette and fix text truncation",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-06-12T17:45:29Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "481392c2bae635d669409dbfd73369bf05b0f527",
"body": "Both the CLI inputs use case and the TUI debug Inputs modal now read\nfrom `submittedFiles.inputs` (the exact JSON the user submitted to\nCromwell) instead of the post-parse `inputs` map. The parsed map can\ninclude defaults and type coercions applied by Cromwell, hiding what\nwas actually submitted.",
"is_bot": false,
"headline": "feat(workflow): return raw submitted inputs file in inputs view",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-26T14:02:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a27acda5791c41a12f3ec99510fa5772f1597064",
"body": "Press 'u' in the dashboard to navigate directly to a workflow by its\nUUID. Invalid IDs show a human-friendly message (\"Invalid workflow ID\",\n\"Workflow not found\", \"Cannot connect to server\") in an animated\nyellow notification bar that auto-clears after 3 seconds.\n\nAlso migrates all existing statusMsg usages (abort, labels, metadata\nerrors) to the same animated notification pattern for consistency.",
"is_bot": false,
"headline": "feat(tui): add go-to-workflow-by-UUID with animated status notifications",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T23:32:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5cc6f661e62919ff8076ba3ea38603415b72db51",
"body": "The footer showed \"l label\" and \"L labels\" which were nearly\nindistinguishable. Use distinct verbs to clarify intent:\n- / search name, l search label (read-only filter operations)\n- L edit labels (write operation on selected workflow)\n\nAlso make the filter modal title contextual (\"Search by Name\" vs\n\"Search by Label\") and improve input placeholders.",
"is_bot": false,
"headline": "fix(tui): disambiguate label-related key bindings in dashboard",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T19:32:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "def5471d6f5351d5dfbd3854ccb9fcc27937048c",
"body": "…ields\n\n- Run gofmt -r 'interface{} -> any' across all internal packages\n- Remove deprecated DebugMetadataReady and NavigateToDebugID fields\n from dashboard model\n- Remove dead fallback branches that were guarded by nil checks on\n metadataFetcher, which is now always initialized",
"is_bot": false,
"headline": "chore: replace interface{} with any and remove deprecated dashboard f…",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T19:04:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe87aa92d9cd861aabf22c91b003cf4e9d24bf29",
"body": "- Replace 4 setter calls with single NewModelWithRepository constructor\n that accepts WorkflowRepository directly, eliminating the ceremony in\n app.go\n- Extract duplicate initializeChatDependencies from DebugHandler and\n DashboardHandler into shared initChatDependencies in chat_deps.go",
"is_bot": false,
"headline": "refactor(handler): simplify dashboard init and extract shared chat setup",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T18:52:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdf00c8d25ccb93e08fc5111245d6a35d26fcc4f",
"body": "- Resolve WorkflowQuerier/WorkflowQueryer naming confusion: keep\n WorkflowQuerier as query-only, remove WorkflowQueryer duplicate\n- Split dashboard fetcher into separate querier and aborter fields\n- Compose MetadataParser into WorkflowMetadataFetcher, removing the\n standalone interface and redunda\n[…]\n Add WorkflowReader (5-method read-only port) for agent tools and\n chat handler, replacing the full WorkflowRepository dependency\n- Simplify container wiring by removing duplicate CromwellClient args",
"is_bot": false,
"headline": "refactor(ports): clean up port interfaces for clarity and ISP compliance",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T18:14:17Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ce156a18d6b02fb125cf3a7dad391a339887bddd",
"body": "…ient\n\nRemove direct Cromwell imports from TUI debug, CLI handlers, and agent\ntools by routing all access through existing port interfaces. This\neliminates duplicate interface definitions and redundant client\ninstantiation, keeping infrastructure/cromwell referenced only from the\nDI container root.\n\n[…]\nor subworkflow parsing\n- Replace tools/cromwell.Repository with ports.WorkflowRepository\n- Reuse injected repository in debug, dashboard, and chat handlers\n- Make domain error messages engine-agnostic",
"is_bot": false,
"headline": "refactor(arch): decouple handlers and tools from concrete Cromwell cl…",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T13:55:04Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5be20148ea1e680ae0a7b41d8caffcb635af2172",
"body": "Parses the WDL to identify required inputs (non-optional, no default)\nand checks them against the provided inputs JSON, preventing unnecessary\nround-trips to the server when required inputs are missing.",
"is_bot": false,
"headline": "feat(submit): validate required WDL inputs before submitting to Cromwell",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-11T12:45:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79a86042b0d3e6925397d048a59e79534d2bb3cc",
"body": "Includes migration from tablewriter v0 to v1 API in presenter.",
"is_bot": false,
"headline": "build(deps): update all Go dependencies",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-04-03T13:10:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e31a96e62f4de405c207cdcb4784d9431d607076",
"body": "…(#41)\n\nBumps [go.opentelemetry.io/otel/sdk](https://github.com/open-telemetry/opentelemetry-go) from 1.38.0 to 1.40.0.\n- [Release notes](https://github.com/open-telemetry/opentelemetry-go/releases)\n- [Changelog](https://github.com/open-telemetry/opentelemetry-go/blob/main/CHANGELOG.md)\n- [Commits](\n[…]\ndk\n dependency-version: 1.40.0\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump go.opentelemetry.io/otel/sdk from 1.38.0 to 1.40.0 …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-01T11:28:04Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0eedd5ae537e56e5bb78737a021593f403149802",
"body": null,
"is_bot": false,
"headline": "fix(tui): More consistent behavior of returning and closing (esc)",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-02-02T22:33:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b2806a8a66dd52c74f86fa8d0227dabd4a92529",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of https://github.com/lmtani/cromwell-cli",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-20T17:49:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa8b6e2817dc1f5d415b67a4ef201cbe7770a6b7",
"body": null,
"is_bot": false,
"headline": "chore: exit behavior",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-20T17:48:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "99de80c50f55d15641527959392109c076a5ea52",
"body": "* feat(update): include release notes in update warning\n\n* refactor(llm): organize directories\n\n* refactor: use common factory",
"is_bot": false,
"headline": "refactor: organize llm and recommendation packages (#40)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-20T17:36:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "12789f22bb50e3997eba07f89de5ceb0a2aa5f24",
"body": null,
"is_bot": false,
"headline": "feat(update): include release notes in update warning",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-20T15:17:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5fbf8609de6042940ac43d9ff23ad77cf43b4d36",
"body": "…ommendations (#39)\n\n* feat: linear regression\n\n* fix: keep only valid data\n\n* feat: specify input names in formulas\n\n* feat: AI based sugestions\n\n* refactor: use LLM to categorize task priority\n\n* refactor: better prompt\n\n* refactor: ui\n\n* feat(cli): add --no-llm\n\n* default view\n\n* refactor: add do\n[…]\n: add mock for llm response\n\n* docs: update resource analysis\n\n* docs: add LLM disclaimer\n\n---------\n\nCo-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(analyze): Add resource analysis report with LLM optimization rec…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-20T13:50:01Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "9569a926a48347e46897d1aed64cf37b5d127b9e",
"body": null,
"is_bot": false,
"headline": "docs(resources): Add new section about resource analysis",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-16T14:52:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02b9f71b78bc933368acee98dbb7a416dc8cb98a",
"body": "…n dashboard (#37)\n\n* feat(resources): Add command to summarize resources used in each task of workflow\n\n* refactor: normalize memory and disk values\n\n* feat: aggregate metrics from multiple workflows\n\n* refactor: add disclaimer and charts with percentage of uses",
"is_bot": false,
"headline": "feat: add resource reporting engine and interactive HTML visualizatio…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-16T13:56:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a814b45716905d935cc542247e2f5c4ea4ede353",
"body": null,
"is_bot": false,
"headline": "feat(version): notify users when a new pumbaa release is available (#36)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-16T13:41:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24dbc53b2b56753cc49b168349ebf4a2fa50d700",
"body": "Refactors the TUI architecture from three separate packages that communicated\nvia flags and tea.Quit to a unified single-application design using message-based\nnavigation within a single tea.Program instance.\n\nKey changes:\n\nArchitecture:\n- Add AppModel as the central coordinator for Dashboard, Debug\n[…]\nrumbs show current location\n- Centralized dependency injection reduces code duplication\n- Cleaner separation between CLI handlers and TUI logic\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(tui): unify TUI screens into single AppModel with navigation",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-15T19:03:54Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e6b637c71c5f41029badec9cee7f2d86436af428",
"body": null,
"is_bot": false,
"headline": "feat(CLI): commands for querying inputs/outputs of a workflow",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-15T15:26:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b97fcf210ccc9bb3efdb2ccfea3a2a046cf8c2be",
"body": null,
"is_bot": false,
"headline": "fix(submit): Remove hardcoded v1 in submit usecase",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-15T14:52:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee80dc6286ae9219ebd0fe3b97e4864cf9aac8a2",
"body": null,
"is_bot": false,
"headline": "fix(CI): update env vars",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T19:41:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ffa692090d6b67ad1a6fb26cebfcbc44365ce43",
"body": null,
"is_bot": false,
"headline": "refactor(telemetry): Remove Sentry",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T19:28:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3bd334f2062cedb234b6a972335392c0e898f026",
"body": null,
"is_bot": false,
"headline": "refactor(tui): remove duplicated code",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T17:15:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2720fb82d3b6a032c9680fd60854de53ca062ad4",
"body": null,
"is_bot": false,
"headline": "docs(README): Keep it short",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T17:00:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8d4742df49293c64bf9398c01575d448ab4e020",
"body": null,
"is_bot": false,
"headline": "docs: Add section describing AI chat with context",
"author_name": "Lucas Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T16:56:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "617a77bc458d6efacb6e5e33ff656d88fdddb248",
"body": "* feat(chat): add session summaries and session switcher modal\n\n- Add summary column to sessions table with auto-migration\n- Implement SessionInfo type for session metadata display\n- Add UpdateSummary and ListWithSummaries methods to SQLiteService\n- Create modal system for chat TUI (modal_kind.go, m\n[…]\n for closing modals end screens\n\n* refactor: include placeholder for session summary\n\n* refactor: Create registry for gemini models\n\n---------\n\nCo-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(AI): Add session summary and seach function (#35)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T16:24:42Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "930c296b11d32f7aa98b2836d3649d518aabcc20",
"body": "* refactor: remove interface declared in tui package\n\n* refactor: dependency injection for dashboard and debug tuis\n\n* refactor: tui decoupled from cromwell implementation\n\n* refactor: compose WorkflowRepository\n\n* refactor(application): simplify use cases by returning domain entities directly\n\n* do\n[…]\n* refactor: Use renderModalViewportContent for all modals\n\n* feat(search): add search for the call tree\n\n* docs: remove agent guide\n\n---------\n\nCo-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Code refactor and some new features (#34)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2026-01-13T14:22:47Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6caf7010db6ae6cec9e719bc9ff6bb5155d2d599",
"body": "… (#33)\n\n* refactor: introduce `StorageBackend` interface and refactor `FileProvider` to delegate to local and GCS backends.\n\n* feat: implement help overlay and add context to clipboard copy messages",
"is_bot": false,
"headline": "refactor(FileProvider): add storage backend to adopt strategy pattern…",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2025-12-27T12:14:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d3c7a11c500c82c11935d842d3a1778d8461c31",
"body": null,
"is_bot": false,
"headline": "feat(chat): add metrics on token usage (#32)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2025-12-27T12:12:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "abd78029de31ceb4de36a6a893ca46353aeff5ae",
"body": null,
"is_bot": false,
"headline": "refactor(Debug): remove very simple usecase (#31)",
"author_name": "Lucas Mitsuo Taniguti",
"author_login": "lmtani",
"committed_at": "2025-12-27T12:11:13Z",
"body_truncated": false,
"is_coding_agent": false
},
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{
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{
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{
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{
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{
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{
"name": "rsc.io/omap",
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{
"name": "rsc.io/ordered",
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"avatar_url": "https://avatars.githubusercontent.com/u/12699242?v=4"
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{
"type": "User",
"login": "deepsourcebot",
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{
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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{
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{
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{
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{
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{
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},
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]
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"key": "community_health",
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{
"key": "license",
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"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"points": 18,
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"details": [],
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{
"key": "code_of_conduct",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "issue_template",
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"status": "missed",
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"key": "pr_template",
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}
],
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},
{
"key": "governance",
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"weight": 0.23,
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"key": "maintainer_resilience",
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"key": "bus_factor",
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{
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}
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{
"key": "contributor_breadth",
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],
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{
"key": "openssf_scorecard_contributors",
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"points": 3,
"status": "partial",
"details": [],
"max_points": 10
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]
},
{
"key": "responsiveness",
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"notes": [
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"code": "excluded_no_data",
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{
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],
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"components": [
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{
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{
"key": "newcomer_pr_acceptance",
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
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{
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{
"key": "track_record",
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]
},
{
"key": "package_maintenance",
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"components": [
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"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 13 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 13
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "28 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 28
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 77,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
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},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
},
{
"key": "tests_present",
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"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
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{
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},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
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"cli",
"workflow",
"bioinformatics",
"wdl"
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"has_wiki": false,
"homepage": "https://lmtani.github.io/pumbaa",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://lmtani.github.io/pumbaa",
"points": 15,
"status": "met",
"details": [],
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},
{
"key": "repository_description",
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"detail": null,
"points": 10,
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"details": [],
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},
{
"key": "topics",
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"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "weak",
"name": "Security",
"value": 49,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": null,
"notes": [],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 4.5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": "5 existing vulnerabilities detected",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "good",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 114 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
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"params": {
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}
},
{
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"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 114
}
},
{
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"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 66,
"inputs": {
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"advisories": 6,
"affected_packages": 5,
"assessed_packages": 114,
"unassessed_packages": 0,
"affected_by_severity": "critical 1, unknown 4",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: google.golang.org/grpc v1.80.0 (critical 9.1)",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
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"packages": "google.golang.org/grpc v1.80.0 (critical 9.1)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
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"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
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"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory has been public longer than 90 days",
"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
"params": {
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}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"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": 114,
"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
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"commit_weight_rule": {
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"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 2
},
"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": "excellent",
"name": "AI Readiness",
"value": 84,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"name": "Agent instructions",
"detail": "CLAUDE.md",
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"details": [
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"code": "file_list",
"params": {
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}
],
"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": "97 of 98 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 97,
"sampled": 98
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 77,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
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"bootstrap_files": [
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"typecheck_configs": [],
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"toolchain_manifests": [
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"dependency_bot_commit_share": 0.02
},
"components": [
{
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"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
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}
],
"max_points": 18
},
{
"key": "automated_tests",
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"points": 22,
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},
{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"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": "4 of the last 100 commits agent-authored or agent-credited",
"points": 8,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 4,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "2 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 2,
"sampled": 100
}
}
],
"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": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 368163,
"source_files_sampled": 299,
"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": "1/299 source files over 60KB",
"points": 54.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 299,
"oversized": 1
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}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"cli",
"library",
"tui"
],
"scores": {
"cli": 6,
"tui": 4,
"library": 6
},
"primary": "cli",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 6
},
{
"tier": "dependencies",
"label": "cli",
"source": "dep:github.com/urfave/cli/v2",
"weight": 4
},
{
"tier": "dependencies",
"label": "tui",
"source": "dep:github.com/charmbracelet/bubbletea",
"weight": 4
},
{
"tier": "tags",
"label": "cli",
"source": "tag:cli",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-08-01T20:02:43.378650Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lmtani/pumbaa.svg",
"full_name": "lmtani/pumbaa",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}
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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 v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
