Public recordAt Risk
Software health reportschema 0.31.0 · metrics 2.5.0 · 2026-08-05 09:24 UTC
nijuyonkadesu / revdict
reverse dictionary with some tiny ML models. Accurate ig,
nijuyonkadesu/revdict holds a health index of 21 out of 100, placing it in the At Risk band. It scores highest on Engineering Quality (48/100) and lowest on Community & Adoption (12/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.
21
overall / 100Software 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.
21
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 27 is calibrated to 21 on the published index scale (record calibration 2026-08-02).
Ownership
nijuyonkadesuPersonal account
29 followers62 public repossince Jun 2021
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
35
Development activity
58Moderate
How it's scored
| 36/36 | Push recency — last push 2 days ago |
| 3.5/36 | Commit cadence — 5/52 weeks with commits |
| 18/18 | Commit volume — 191 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 | 191 |
| human_commit_share | 1 |
| days_since_last_push | 2 |
| active_weeks_last_year | 5 |
Release discipline
1Critical
How it's scored
| 0/27 | Ships releases — no releases published |
| 0/36 | Release recency — no releases |
| 0/27 | Release cadence — no releases |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 0 |
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?
12
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
25At Risk
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 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 | no |
| readme_badges | 0 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
21
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
1Critical
How it's scored
| 0/42 | Issue resolution — no issues or no data |
| 0/30 | PR acceptance — no decided pull requests or no data |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
55Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 10.6/25 | Owner reach — 29 followers of nijuyonkadesu |
| 23.3/25 | Track record — 62 public repos, account ~5 yr old |
Inputs used
| followers | 29 |
| owner_type | User |
| is_verified | — |
| owner_login | nijuyonkadesu |
| public_repos | 62 |
| account_age_days | 1,883 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
48
Engineering practices
30At Risk
How it's scored
| 0/24 | CI workflows |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | no |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
13
Security posture
13Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — no data |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | License — license file not detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — no data |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — no data |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 1.3 |
Excluded from scoring (no data or not applicable): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.
AI Readiness
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.
46
Agent context & guidance
40Weak
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 — 83 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.83 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 30 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0.3 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models
54Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.1/55 | Manageable file sizes — 1/60 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 64,722 |
| source_files_sampled | 60 |
| oversized_source_files | 1 |
Key facts
0GitHub stars
1contributors
191commits, last 12 months
2days since last push
0releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- Could not fetch pypi package 'revdict' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 1.3 / 10
1.3aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| n/a | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| n/a | Packaging | packaging workflow not detected |
| n/a | Pinned-Dependencies | no dependencies found |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| n/a | Token-Permissions | No tokens found |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Direct dependencies 8
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | torch | >=2.9 | pyproject.toml |
| PyPI | nltk | >=3.9 | pyproject.toml |
| PyPI | sentence-transformers | >=5.0 | pyproject.toml |
| PyPI | transformers | >=5.0 | pyproject.toml |
| PyPI | nrclex | >=4.1 | pyproject.toml |
| PyPI | numpy | >=1.26 | pyproject.toml |
| PyPI | rich | >=13.9 | pyproject.toml |
| PyPI | prompt_toolkit | >=3.0.52 | pyproject.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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},
{
"oid": "888982dd890ba3313dd8512e064c4d9f4135ed6f",
"body": null,
"is_bot": false,
"headline": "fix: make TUI progress event driven",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-08-02T08:28:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "16ffe9874867dcfd854848c127000b085557e6ce",
"body": null,
"is_bot": false,
"headline": "feat: integrate native TUI search workflow",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-08-02T08:13:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff38dbfe7ef2770ce35b5e44435c9f8c4bec52a1",
"body": null,
"is_bot": false,
"headline": "Merge feat/python-native-tui",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-08-02T07:19:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11ea0191bd26b3a524dee26e5a4cf7d4277ce318",
"body": null,
"is_bot": false,
"headline": "feat: add native Python search TUI",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-08-02T07:19:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "290ee19bcfb423b8854897a93e02e9ea76323c58",
"body": "The revdict-tui subprocess model was spawning too aggressively and\ncaused server load problems. Scrapping it entirely: deletes tui/,\nremoves the --tui-query CLI flag and its tests, and drops the\nAdvanced TUI section from the README.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Remove the Go TUI (tui/) and its --tui-query support",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-23T05:12:33Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e0a6f1c9b19c3d4aa9c35bac702dde24a979b572",
"body": "… path\n\nAlso folds in the stale go-install-cache workaround discovered while\nsetting up revdict-tui locally today, so it doesn't need rediscovering.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "README: document local-clone install/update alongside the git install…",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T07:02:08Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7556ff2bea9bbcb16269d88f746c47d950b2ed2e",
"body": "…to-dismiss with distinct styling\n\nReplaces the static \"Searching...\" text with bubbles/spinner (MiniDot),\nticking only while a query is in flight and halting cleanly once it\nsettles (self-perpetuating TickMsg loop is broken by not forwarding\nticks once querying goes false).\n\nErrors now render rever\n[…]\nration-guarded timer so a newer error\n(or an unrelated copy confirmation) can never be wiped out by an older\nerror's stale dismiss firing late.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Animate the querying indicator with a real spinner and make errors au…",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T06:51:18Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "8d484abc8c1a4692eede3afceee01f220e54ec26",
"body": "Without this, the pending debounce for the just-cleared text gets\nignored as stale once it fires (query no longer matches the empty\ninput), so nothing else would ever clear the flag -- \"Searching...\"\ncould linger indefinitely over an idle, empty search box.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Clear the querying indicator when Esc clears the search query",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T05:56:56Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c2c2c62c485e371222b477538eed10f8f10053e5",
"body": "Adds a querying bool to Model, set true at every debounceCmd call site\nand cleared once a result/error lands for the current, settled query\ntext (superseded/cancelled queries deliberately leave it showing).\nView() appends \"Searching...\" to the persistent filter-summary line\nwhile querying, so the user knows a keystroke registered instead of\nseeing an ambiguous blank moment before results appear.",
"is_bot": false,
"headline": "Show a loading indicator while a query is in progress",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T05:56:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "185d932cc7a3ea02a60749f69c0e79058105c96f",
"body": "…follows the terminal's own theme\n\nThe focused-field, selected-option, and selected-row highlights used\nlipgloss.Color(\"212\"), a 256-color-cube index. Terminal theme engines\n(Ghostty, Rosé Pine, base16, etc.) only remap the base 16 ANSI colors,\nso these highlights never changed under theme switching\n[…]\nmatching the technique\nbubbles/cursor.Model already uses for its static cursor, so it adapts\nto any theme with no app-side color configuration.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Use reverse-video highlights instead of a hardcoded color so the TUI …",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T04:52:48Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c3fc5a8b1b712f701a62a73f8cde21b1fb1d90af",
"body": "Two related gaps: the filter panel rendered its 7 fields identically\nregardless of which one had keyboard focus, so a user pressing Tab had\nno way to tell which field their keystrokes were going to; and neither\nthe panel's selected radio options nor the results list's selected row\nused any color, re\n[…]\npanel shows the highlighted\nlabel visibly moving between fields, and the results list's selected row\nrenders with the bold/color-212 SGR codes.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Highlight the filter panel's focused field and the selected results row",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T04:46:19Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "309f8dd74aebb0e1d1d94045f721a3b8af67a0a4",
"body": "textinput.New() defaults the cursor to bubbles' CursorBlink mode, which\nrequires cursor.BlinkMsg to be routed into textinput.Model.Update() to\ntoggle its internal Blink flag between hidden/shown render states. This\napp's Update() never forwards arbitrary message types to m.input.Update()\noutside the\n[…]\ned by reading bubbles v1.0.0's\ncursor.go and by a live tmux capture showing the reverse-video SGR code\nnow present around the cursor character.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Make the search box cursor always visible instead of permanently blank",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T04:45:12Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "dba8cc57d90c9cee55912efd7331e95b5cbc44ee",
"body": "Every newer debounced keystroke cancels the previous in-flight query via\nm.cancelInFlight, which SIGKILLs the real revdict subprocess. That error\nwas being wrapped into a queryErrorMsg and shown to the user even though\nit's routine, expected debounce/cancel behavior, not a real failure --\nand the ex\n[…]\n the\nmessage (returns nil, a supported bubbletea no-op) when the context was\ncancelled, while still surfacing genuine errors on a live context.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Suppress cancelled-query errors instead of surfacing \"signal: killed\"",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T04:44:43Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6ea256e48b0abbd84f5698ee2564c22565a30051",
"body": "helpText is 31 lines; View() returned it unconditionally regardless of\nm.height. On a terminal shorter than that (including the canonical\n80x24), the alt-screen buffer's natural scroll cuts off the TOP of the\ncontent -- the title and the Enter/Esc keybindings -- while the\nquery-syntax legend at the \n[…]\n visible. Clamp to the first\nm.height lines instead, so the most-needed content stays visible and\nexcess is truncated from the bottom. Guard m.height > 0 so an unsized\nmodel still shows the full text.",
"is_bot": false,
"headline": "Top-anchor the F1 help overlay so it clamps to the terminal height",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T04:07:02Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3fbea219e1ef4cf2411fdc95fe440338d8a6e597",
"body": "refreshPreview() only rendered headword + definition, silently dropping\nthree of the four fields the design spec (line 61) promises the preview\npane shows for the highlighted result. Extend it to include stress (when\npresent), synonyms, and examples, each guarded against being nil/empty so\nrows without that data still render cleanly.",
"is_bot": false,
"headline": "Render examples, synonyms, and stress in the preview pane",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T04:06:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0fb360f98918a993c42e83856c121e83e0fd2ab",
"body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "gofmt: sort model.go's import block",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T03:47:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "91074d14d8b5446c067f6c4d328d992355e8b670",
"body": null,
"is_bot": false,
"headline": "Wire the real revdict-tui entrypoint and document installation",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T03:44:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "770738d5f9a8f2cc368e1881f636a578ceb0cfc3",
"body": "Adds screenHelp (F1 to open, Esc to close) with static keyboard/query-syntax\nhelp text, Ctrl-R to quick-cycle through sortModes without opening the\nfilter panel, and a new tui/internal/clipboard package providing an\nOSC-52-based Copy(text string) error. The real clipboard wiring into\nModel.onCopy is deferred to the next task in this plan, per the brief's\nown Interfaces note; onCopy still defaults to a no-op so this file has no\nclipboard dependency of its own.",
"is_bot": false,
"headline": "Add the help overlay, sort-mode quick-cycle, and clipboard copy",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T03:37:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7a25ce82439439ff2001a75bf544eef506dfbed",
"body": "filterSummary was joined into View() unclamped, unlike the per-row\nresults list which already uses truncateToWidth to avoid lipgloss\nword-wrapping overlong lines and blowing the height budget\nvisibleRowRange() depends on. A long phonetic-filter value (e.g.\nrhymes-with) could soft-wrap the summary line in a real terminal,\nsilently consuming extra vertical lines -- the same corruption class\ntruncateToWidth exists to prevent.",
"is_bot": false,
"headline": "Truncate the filter-summary line to terminal width to prevent soft-wrap",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T03:29:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd6372cb53b5a941c40f4be2f1d22680ae88b0a4",
"body": "… and strengthen the Esc-closes-panel test\n\n- View() now renders a permanent \"sort:... cat:...\" line between the\n search box and results (FilterState.summary()), per the design spec's\n requirement that active filters stay visible even with the panel\n closed. Adjusted visibleRowRange's height acc\n[…]\nthened TestEscInPanelClosesItAndReturnsToSearch to move the\n sort selection before pressing Esc and assert m.filters.Sort picks up\n the change, so a dropped toFilterState() assignment would fail it.",
"is_bot": false,
"headline": "Add persistent filter-summary line, force-quit Ctrl-C from the panel,…",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-22T03:24:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6f00a81b25c365d77deb34c4629cca8a9fa9dbaa",
"body": null,
"is_bot": false,
"headline": "Add the filter/sort/category panel overlay",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T06:28:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2756c7335ddf86bdbe75afcc4c1d0a7eaa322ffe",
"body": "Model.Update's queryResultMsg case unconditionally cleared statusMessage\non every successful result, added to auto-dismiss a stale query-error\nbanner. But statusMessage doubles as Enter's one-shot copy feedback\n(\"Copied: X\"), so a query in flight when the user copies a row could\nresolve right after \n[…]\net by queryErrorMsg and cleared by Enter's copy handling, so\nqueryResultMsg only auto-clears statusMessage when it's actually\nholding an error.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix a successful query result silently clearing a copy confirmation",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T06:17:04Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e543f0cdcbbc72786b58b0a21a9baaeffbe21994",
"body": "- Restore tea.Batch in the typing fallthrough (was dropped to dodge a\n test-only BatchMsg unwrapping issue); fix the test to unwrap\n tea.BatchMsg instead, since the real bubbletea runtime already does\n this before Update ever sees it.\n- Thread the originating query string through queryResultMsg/\n\n[…]\n fakeExecutor to capture the context.Context it was called\n with, and add a test proving a superseded query's context is\n actually cancelled.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix review findings in debounced live-query wiring",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T06:03:44Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4766e60efb68273bcf687c8cd322c7f0fac2f6f8",
"body": "Adds NewLiveModel, FilterState, and the debounce/query-dispatch\nmessages and commands per Task 5 of the Go TUI plan. Every keystroke\nschedules a 100ms debounce; a stale debounce (superseded by a newer\nkeystroke) is dropped, and an in-flight query is cancelled via\ncontext.CancelFunc when a fresh one \n[…]\nl's Update has no default case,\nso the resulting BlinkMsg/pasteMsg it would eventually produce was\nalready dropped on arrival in Task 4's code.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Wire the main screen to debounced, cancellable live queries",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T05:50:30Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b97121925b3fe458e819a24b9756c6d78cdb2774",
"body": "…them\n\nView() rendered each results row through lipgloss's Width().Render(),\nwhich word-wraps any line wider than the results column rather than\nclipping it -- turning one logical row into 2+ physical lines and\ndefeating visibleRowRange's height clamp (the exact terminal-corruption\nfailure mode visi\n[…]\nthe row-building loop and truncate\neach formatted row line to it (rune-safe, ellipsis on truncation) before\njoining into resultsView, so every row is guaranteed to render as\nexactly one physical line.",
"is_bot": false,
"headline": "Truncate overlong results rows instead of letting lipgloss word-wrap …",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T05:35:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5a3c80071297c56693ab214e3ea8693a2a81fd8f",
"body": null,
"is_bot": false,
"headline": "Add the main screen (static rendering, fixed test data)",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T05:19:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae57697dc506c0e79efe341e527aa695007e4f5a",
"body": "Query discarded the subprocess's stdout on error, so callers only ever\nsaw the useless Go exec error instead of the \"revdict: error: ...\"\nmessage revdict already prints for things like an invalid sort mode.\nFold that stdout text into the returned error when present, falling\nback to the original erro\n[…]\n.Output() actually behaves (stdout carries the\nmessage, err is generic), so the test wasn't exercising the real\nfailure mode this bug produced.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Surface the real revdict diagnostic instead of a bare \"exit status 1\"",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T05:09:45Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7e22aea8865179776cfbda38f63379304c83e3a8",
"body": null,
"is_bot": false,
"headline": "Add the query-client package",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T04:58:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "402994f2ebde25e19a507021a5fe449494c804ec",
"body": null,
"is_bot": false,
"headline": "Initialize the tui/ Go module skeleton",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T04:52:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c226ef249fd0093153a82b4bbfe1d48e80c0aa7e",
"body": null,
"is_bot": false,
"headline": "Add --tui-query CLI flag for the Go TUI",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T04:47:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "235bd02f84852c97993709cc145d173baba1a154",
"body": "- Task 1's baseline count was off by one (8 new tests, not 7).\n- Add Model.visibleRowRange() (Task 4) to clamp the manually-rendered\n results list to available terminal height, plus tests, so a large\n result set on a short terminal can't overflow the screen.\n- Add tea.WithAltScreen() (Task 8) so t\n[…]\n without corrupting\" global constraint, and add an explicit smoke-check\n for it to Task 8's manual verification and the final reviewer's note.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix test-count drift and add resize/overflow safeguards to the TUI plan",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T04:44:26Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "969820ac258b6a5be271d5955e3f336166543875",
"body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add Phase 6 (Go TUI) implementation plan",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T04:38:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b8dc7efded85427f10675f868229d985e0b99d49",
"body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add Phase 6 (Go TUI) design spec",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T04:18:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "1cccc8c8e345244b5f9f6db6dbaa31513904122a",
"body": null,
"is_bot": false,
"headline": "Document the most_formal/oldest/most_modern/most_lyrical sort modes",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T01:43:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2c6f4d16af3b0515fc48302fa969abd7de7469a",
"body": "Ranks candidates by average consonant-cluster length derived from\nbuild_candidate's phonemes list (Task 1) -- a phonetics-based axis\ndistinct from Task 2's register-tag-driven sorts. Missing/empty\nphonetics ranks last (float(\"inf\")); a phoneme run with no consonant\nclusters (e.g. \"aye\") ranks first (0.0).",
"is_bot": false,
"headline": "Add the most_lyrical phonetics-driven sort mode",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T01:36:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c3f02d61887fdac065dc257e2f32a99df88186f",
"body": null,
"is_bot": false,
"headline": "Add most_formal/oldest/most_modern register-tag-driven sort modes",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-21T01:31:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b41475de811543af4f80fb30fb207ec73e7fae9a",
"body": "Phase 5's tag/phonetics-driven sorts (most_formal/oldest/most_modern/\nmost_lyrical) need to read these fields straight off the candidate dict,\nso build_candidate() now returns them along with the existing 9 keys,\nmaking 11 keys total. Tags and phonetics are per-sense, so they must\ncome from the exact matched sense's row, never a headword-keyed relookup.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Carry the matched sense's tags/phonetics onto every candidate",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
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"body": "Both flags resolve their target word's pronunciation as a noun by\ndefault (the CLI doesn't collect a part of speech for the target),\nwhich has real behavioral consequences for a heteronym like \"record\"\n-- a known, deliberate design decision that was never documented.\nNote it in the README's Phonetic\n[…]\npredicted (G2P)\npronunciation, which isn't always linguistically correct, so an\noccasional odd match is expected rather than necessarily a bug.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Document --rhymes-with/--sounds-like's noun-default target resolution",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-20T13:46:00Z",
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"body": "resolve_phonetic_target() deliberately raises ValueError when\n--rhymes-with/--sounds-like is used and stressmark is unavailable\n(stressmark isn't a declared dependency, so this is the literal state\nof any fresh checkout without the sibling repo's editable install).\nNothing in cli.py's dispatch path \n[…]\nsly left unguarded after\nparse_args), and add an except ValueError clause alongside the\nexisting except _ArgumentError, formatted the same way.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Catch ValueError from unresolvable phonetic targets in main()",
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"body": "filter_by_phonetics (search.py) and run_structural's inline phonetic\nblock (structural_search.py) both gated filtering on any([syllables,\n...]), and Python's any() treats 0 as falsy. That made syllables=0\nlook like \"no filter requested\" and skip filtering entirely, even\nthough matches_syllable_count\n[…]\nplicit None check; the\nother 4 phonetic arguments are strings/lists where empty is never a\nreal value, so truthiness is still correct for them.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix syllables=0 being silently treated as no-op in phonetic filtering",
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"body": null,
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"headline": "feat: add 5 phonetic filter CLI flags and document them in the README",
"author_name": "nijuyonkadesu",
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"body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: thread 5 phonetic filter fields through the daemon wire protocol",
"author_name": "nijuyonkadesu",
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"body": null,
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"headline": "feat: apply phonetic filters to structural/expand/phrase_contains modes",
"author_name": "nijuyonkadesu",
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"body": "…rk isn't installed\n\nAdd a portability guard to test_search_rhymes_with_resolves_the_target_and_filters,\nmatching the pattern in test_phonetics.py. Without this guard, the test hard-fails\nwith ValueError on environments where stressmark isn't installed (it's not a declared\ndependency). Now it skips cleanly, consistent with the codebase's existing precedent.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
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"body": null,
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"headline": "feat: add phonetics.py matching predicates for the 5 phonetic filters",
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"body": "…a at index-build time",
"is_bot": false,
"headline": "feat: precompute phonetics (syllables, rhyme key, meter) into metadat…",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-20T09:49:49Z",
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"body": "… when no primary stress is marked\n\n_phonetic_primary_index's no-\"1\" fallback returned raw index 0, which could\nland on a consonant (e.g. \"the\" -> phonemes ['DH', 'AH0'] -> primary_vowel\n\"DH\"). Filter to digit-ending (vowel-bearing) phonemes first, mirroring\nstressmark.engine.stress_positions_for_pron's own convention.",
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"headline": "fix: fall back to the first real vowel, not a raw phoneme-list index,…",
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"headline": "feat: add models/phonetics.py, a stressmark-wrapping phonetic resolver",
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"headline": "Add Phase 3 (category tagging) plan doc",
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"body": "…wiktionary path in test\n\nrun_structural relies on callers (search()) to validate category against\ncategory.CATEGORIES before dispatch; note that contract inline instead of\nleaving it implicit.\n\ntest_wiktionary_source.py hardcoded the cached Wiktionary dump path as a\nliteral that duplicated paths.RAW_WIKTIONARY_PATH. Import and reuse the\nreal constant so a future change to the cache layout fails the test loudly\ninstead of silently skipping it forever.",
"is_bot": false,
"headline": "docs: document run_structural's category-validation contract, dedupe …",
"author_name": "nijuyonkadesu",
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"body": "The README claimed idiom_slang comes back empty on an old (pre-reindex)\nindex, same as old. That's wrong: matches_category() also matches\nidiom_slang on pos == phrase/proverb, a field that predates this branch,\nso idiom_slang already returns those matches on an old index and only\ngains its tag-based\n[…]\nch fallback\nand is genuinely empty until reindexed.\n\nAdds a test pinning down the real pre-reindex shape: a record with no\n'tags' key at all (not just an empty list) still matches idiom_slang\nvia pos.",
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"headline": "feat: add --category CLI flag and document it in the README",
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"body": "…odes",
"is_bot": false,
"headline": "feat: apply category filtering to structural/expand/phrase_contains m…",
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"body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: apply category filtering to search()'s meaning/combined-mode path",
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"is_bot": false,
"headline": "feat: add category.py with the 7 category buckets and matching predicate",
"author_name": "nijuyonkadesu",
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"headline": "data: capture Wiktionary's per-sense tags field into metadata",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-20T05:10:23Z",
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"oid": "c4c1f40eb0e3da8d8196874981f251be42c1deb2",
"body": "Bite-sized implementation plan already executed in the prior 5 commits,\nmatching the same documentation convention as the Phase 1 plan doc.",
"is_bot": false,
"headline": "Add Phase 2 (sort modes) plan doc",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T14:52:08Z",
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"oid": "72272593a79e47002ddcbab522d4f4f3833f0484",
"body": "…aths\n\nThreads the sort_mode parameter (built in Tasks 1-3: sort.py's registry,\nsearch()'s sort_mode param, and the daemon wire protocol) the rest of the\nway out to the CLI: a new --sort flag on the query parser, validated\nagainst sort.SORT_MODES, flowing through _get_search_result ->\n_local_search_\n[…]\n as the 12 enumerated\n_get_search_result mocks) and corrects one new test's expected exception\ntype (_QuietArgumentParser.error() raises cli._ArgumentError, not\nSystemExit, for invalid-choice errors).",
"is_bot": false,
"headline": "Add --sort CLI flag, threaded through the daemon and local-fallback p…",
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"headline": "Thread sort_mode through the daemon wire protocol, backward compatible",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T14:05:57Z",
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"oid": "efbfbcbde620d0456dacd513d110a74cc10339b0",
"body": "search() now accepts an optional sort_mode parameter and applies\nsort.apply_sort() at both of its return points (the early\nstructural/expand/phrase_contains dispatch, and the final\nmeaning/combined candidate list), so every query mode gets the Task 1\nsort registry for free. Default sort_mode=None preserves today's\noutput exactly, since apply_sort() no-ops on None/\"relevance\".",
"is_bot": false,
"headline": "Wire sort_mode through search() for both meaning and structural modes",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T13:50:24Z",
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"oid": "85bcaa69ec910a31482d5f13c061965615022191",
"body": "…idate fixture\n\nThe test now uses two candidates with distinct frequencies to verify that\ncase-insensitive .lower() lookups actually occur. The original single-candidate\nversion would pass identically even if .lower() were deleted from the sort key,\nproviding zero regression protection. The revised \n[…]\n fail under that\nregression because \"other\" (frequency 1.0) would rank ahead of \"Common\" if its\nlookup incorrectly returned 0.0 instead of 5.0.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Strengthen the case-insensitive frequency-lookup test with a two-cand…",
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"oid": "112aa559c1eb990d99c7ff49a8de67a763ef5b7b",
"body": "Implements Task 1 of Phase 2: a new sort.py module providing:\n- SORT_MODES tuple with 7 sort modes (relevance, alpha, alpha_desc, shortest, longest, most_common, least_common)\n- apply_sort() function to sort candidates by the specified mode\n- Case-insensitive text comparisons and alphabetical tiebre\n[…]\nies\n\nAll 12 tests passing. Implementation follows TDD: tests written first,\nconfirmed to fail, then implementation added and confirmed to pass.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add sort mode registry and apply_sort() for candidate re-ordering",
"author_name": "nijuyonkadesu",
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"oid": "b0e63936d92e199cfced010265e94fc171926499",
"body": "TODO.md captures the new feature spec (query syntax, advanced filters,\ncategories, sort/ranking); the roadmap doc maps it onto the existing\narchitecture and sequences it into phases; the Phase 1 plan is the\nbite-sized implementation plan already executed in the prior 11 commits.",
"is_bot": false,
"headline": "Add OneLook-feature-parity roadmap and Phase 1 (query syntax) plan docs",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T12:25:40Z",
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{
"oid": "3dc6f20fa1cff03ac3084a0f91f435c5a8ca924e",
"body": "… helper, README gaps, test accuracy fix\n\n- Extract build_candidate() in search.py so search() and structural_search.run_structural() share one implementation of the plan's locked candidate dict shape instead of two hand-synced copies; drop the now-dead tag_emotion/stress/get_classifier imports this\n[…]\no-interactive is genuinely parsed as a flag (before --) and the query captured after -- is a clean \"-abcd\" instead of \"-abcd --no-interactive\".\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Address final whole-branch review findings: shared candidate-building…",
"author_name": "nijuyonkadesu",
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"oid": "218cc673a6ed11590351bb509e32fdf0d4276467",
"body": "Mock _index_exists/_get_search_result so the test's pass/fail no longer\nsilently depends on a real index being built on the machine running the\nsuite -- without this it would return 1 instead of 0 on a fresh\ncheckout/CI with no index, for a reason unrelated to the '--' argparse\nbehavior it's meant to lock in. Mirrors the mocking convention every\nother cli.main(...) test in this file already uses once it reaches past\nthe index-exists check.",
"is_bot": false,
"headline": "Make the leading-dash CLI regression test hermetic",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T11:31:33Z",
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{
"oid": "f1c36779783df6a0330f7a100a3a6122ebfbee6c",
"body": null,
"is_bot": false,
"headline": "Document the query syntax DSL and lock in the leading-dash CLI edge case",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T11:25:13Z",
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{
"oid": "112533f7095a9a275be442e8b360651cf2902b3e",
"body": "Task 7's combined-mode search() has an elif branch (search.py:231-236)\nthat fires when a structural clause matches more than retrieval_pool_size\nrows: it subsets embeddings/embedding_norms by restrict_row_indices, runs\ncosine_top_k on the subset, then must remap cosine_top_k's LOCAL indices\nback to \n[…]\nlueword42\". A remap bug\nthat used the local index directly would instead surface \"blueword21\"\n(global row 42), which the assertion would catch.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add large-match-count regression test for combined-mode index remapping",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T11:16:43Z",
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"oid": "9172726d1786df7fb154fafab1e1ca8a082b07ee",
"body": "…pool\n\nAdds structural_search.matching_row_indices() to map every headword\nmatching a combined-mode query's pattern clauses to its metadata row\nindices, and wires it into search(): the pattern clause structurally\nfilters the candidate pool first, then the existing embed/rerank\npipeline runs only ove\n[…]\n-match dictionary lookup for combined-mode queries\nand guards the reranker call against an empty definitions list so a\npattern with zero structural matches returns an empty result instead\nof crashing.",
"is_bot": false,
"headline": "Implement combined pattern:meaning mode by restricting the retrieval …",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T11:05:56Z",
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"oid": "403c4e46e7aff7f66aa47f0b9211a5dea69960cc",
"body": "search() now parses every query via query_syntax.parse_query first and\ndelegates structural/expand/phrase_contains modes entirely to\nstructural_search.run_structural, bypassing the embed/rerank pipeline.\nPlain meaning-mode queries (and combined-mode, pending Task 7) continue\nthrough the existing embed/rerank/exact-match body unchanged, now driven\nby a meaning_query variable (parsed.meaning_text) instead of the raw\nquery parameter.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Dispatch structural/expand/phrase-contains queries in search()",
"author_name": "nijuyonkadesu",
"author_login": "nijuyonkadesu",
"committed_at": "2026-07-19T10:52:30Z",
"body_truncated": false,
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"oid": "3695872d768783952e9d43c2e32a4ba864ee03bd",
"body": "Renames search.py's _get_classifier to get_classifier (pure rename, no\nlonger search.py-private since structural_search.py needs it too), and\nadds structural_search.py with matching_headwords() (structural/expand/\nphrase_contains mode matching over the word_index) and run_structural()\n(builds full candidate records in the same shape search() already\nreturns, ranked by literary_frequency since there's no embedding score\nfor these modes). Not yet wired into search() -- that's Task 6.",
"is_bot": false,
"headline": "Add structural_search: headword matching and full candidate building",
"author_name": "nijuyonkadesu",
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"committed_at": "2026-07-19T10:44:19Z",
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],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 55,
"inputs": {
"followers": 29,
"owner_type": "User",
"is_verified": null,
"owner_login": "nijuyonkadesu",
"public_repos": 62,
"account_age_days": 1883
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "29 followers of nijuyonkadesu",
"points": 10.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 29,
"login": "nijuyonkadesu"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "62 public repos, account ~5 yr old",
"points": 23.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 62
}
},
{
"code": "account_age_years",
"params": {
"years": 5
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "weak",
"name": "Engineering Quality",
"value": 48,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 13,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"dangerous_workflow",
"packaging",
"pinned_dependencies",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 13,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 12,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 6,
"scorecard_aggregate": 1.3
},
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 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 workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 not detected",
"points": 0,
"status": "missed",
"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": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"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": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "weak",
"name": "AI Readiness",
"value": 46,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.83,
"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": "83 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 83,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "weak",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 47,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.3,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "30 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 30,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 64722,
"source_files_sampled": 60,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/60 source files over 60KB",
"points": 54.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 60,
"oversized": 1
}
}
],
"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": {
"top": [
"application"
],
"labels": [
"cli"
],
"scores": {
"cli": 10
},
"primary": "cli",
"evidence": [
{
"tier": "declared",
"label": "cli",
"source": "pypi.console_scripts",
"weight": 10
}
],
"artifacts": [
{
"path": "pyproject.toml",
"labels": [
"cli"
],
"ecosystem": "pypi"
}
],
"confidence": "high",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Could not fetch pypi package 'revdict' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-08-05T09:24:40.154498Z",
"schema_version": "0.31.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/nijuyonkadesu/revdict.svg",
"full_name": "nijuyonkadesu/revdict",
"license_state": "absent",
"license_spdx": null
}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 v2.5.0, schema v0.31.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.