Public recordAt risk
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 18:26 UTC
AhmiDarrow / RemedyAI
AhmiDarrow/RemedyAI holds a health index of 44 out of 100, placing it in the At risk band. It scores highest on Vitality (69/100) and lowest on Security (24/100). It was last updated today. A single contributor accounts for most of its recent work.
44
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
44
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
AhmiPersonal account
0 followers5 public repossince Jan 2014
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | remedy-ai | 0.13.0 | 2,102 | 37 | 0 days ago | aiagentframeworkskillmemorylearningllmtools |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
69
Development activity
55Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 0.7/36 | Commit cadence — 1/52 weeks with commits |
| 18/18 | Commit volume — 131 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 | 131 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 1 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 13 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~0.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 13 |
| latest_release_tag | v0.12.3 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.1 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
30
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
44At risk
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
55Moderate
How it's scored
| 44.3/80 | Monthly downloads — 2,102 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | remedy-ai |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,102 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
32
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
1Critical
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 0/38.3 | PR acceptance — no decided pull requests or no data |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
Ownership & stewardship
35At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 0/25 | Owner reach — 0 followers of AhmiDarrow |
| 17.7/25 | Track record — 5 public repos, account ~12 yr old |
Inputs used
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | AhmiDarrow |
| public_repos | 5 |
| account_age_days | 4,583 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 37 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | remedy-ai |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
58
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
55Moderate
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
24
Security posture
24Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 17 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 2.4 |
Excluded from scoring (no data or not applicable): ci_tests, packaging. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
56
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.99 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
56Moderate
How it's scored
| 12.6/18 | One-command bootstrap — desktop/src-tauri/Cargo.toml (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — desktop/tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock, package-lock.json, uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | desktop/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | desktop/src-tauri/Cargo.toml |
| dependency_bot_commit_share | 0 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (desktop/tsconfig.json) |
| 54.3/55 | Manageable file sizes — 4/337 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 95,797 |
| source_files_sampled | 337 |
| oversized_source_files | 4 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
1GitHub stars
1contributors
131commits, last 12 months
0days since last push
13releases
1bus factor
0open issues
npm, PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:remedy-ai@0.13.0; advisories assessed against the repository dependency graph instead
More detail
OpenSSF Scorecard 2.4 / 10
2.4aggregate
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 17 existing vulnerabilities detected |
Direct dependencies 19
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @codemirror/lang-markdown | ^6.5.1 | desktop/package.json |
| npm | @codemirror/state | ^6.7.1 | desktop/package.json |
| npm | @codemirror/view | ^6.43.6 | desktop/package.json |
| npm | @fontsource/inter | ^5.3.0 | desktop/package.json |
| npm | @tauri-apps/api | ^2.11.1 | desktop/package.json |
| npm | @uiw/react-codemirror | ^4.25.11 | desktop/package.json |
| npm | react | ^19.2.7 | desktop/package.json |
| npm | react-dom | ^19.2.7 | desktop/package.json |
| npm | react-markdown | ^10.1.0 | desktop/package.json |
| npm | rehype-highlight | ^7.0.2 | desktop/package.json |
| npm | remark-gfm | ^4.0.1 | desktop/package.json |
| PyPI | aiohttp | >=3.14.2 | pyproject.toml |
| PyPI | fastapi | >=0.139.2 | pyproject.toml |
| PyPI | packaging | >=24.0 | pyproject.toml |
| PyPI | pydantic | >=2.13.4 | pyproject.toml |
| PyPI | python-multipart | >=0.0.9 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3 | pyproject.toml |
| PyPI | rich | >=15.0.0 | pyproject.toml |
| PyPI | uvicorn | >=0.51.0 | pyproject.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"activity": {
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"kind": "patch",
"published_at": "2026-07-25T18:01:31Z"
},
{
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"kind": "patch",
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},
{
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{
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"kind": "patch",
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{
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"kind": "patch",
"published_at": "2026-07-24T22:01:10Z"
},
{
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],
"recent_commits": [
{
"oid": "6f239af811a7f16fe80005b9b0e41b25d1e9038f",
"body": "Build-class tool plane: precise file_edit, repo_search, mission controller,\nsilent job_run explore/verify, optional web_fetch. Work-alone policy steers\nthe mission/verify loop. Agency battery fixtures + F1 chapter 18-agency.",
"is_bot": false,
"headline": "feat: 0.13.0 coding agency — file_edit, repo_search, missions, jobs",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
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"is_bot": false,
"headline": "release: 0.12.3 agent peel complete (post-turn, local tools, llm, his…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
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{
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"is_bot": false,
"headline": "refactor(agent): extract session history and workspace binding",
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"headline": "refactor(agent): extract LLM post_chat, tools payload, fallback",
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{
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"body": null,
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"headline": "refactor(agent): extract local_discover/comfyui/vision tools",
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"body": null,
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"headline": "refactor(agent): extract post-turn prep to agent_post_turn",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T17:46:20Z",
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},
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"oid": "da2254eb2293f7b19933020c021fc6c47b1ac46a",
"body": "NSIS /NOAUTOLAUNCH so POSTINSTALL does not start the app; updater script\nowns one relaunch. Move turn context assembly to agent_context (mypy).",
"is_bot": false,
"headline": "fix: single autoupdate relaunch; extract agent_context (0.12.2)",
"author_name": "Ahmi",
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"is_bot": false,
"headline": "fix: 0.12.1 progress UX, shell gates, partner memory, full-access chip",
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{
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"body": "Inject budget-capped partner memory each turn; quiet heuristic distillation\nof preferences; /forget /pin /whoami; project-scoped facts; hybrid search;\nskill cost ranking; autonomous continuity when the user steps away.",
"is_bot": false,
"headline": "feat: Partner Memory 0.12 — never-forgets path + work-alone agency",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T16:47:50Z",
"body_truncated": false,
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},
{
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"body": "Bind each stream turn to the session project_path (no-project = full\naccess). Sidebar multi-select, bulk move API, drag onto folders, load\nmore, optional new-in-project sets Settings default. Drop deprecated\nLicense classifier; tests for bulk move and workspace binding.",
"is_bot": false,
"headline": "feat: session tool jail, multi-select/DnD, pagination (0.11.7)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T16:10:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb990325d6f596b560d2c912dedafcbdc9828c72",
"body": "Sidebar nests chats under project folders (No project first) with add\nproject, new-in-project, and move. Unset project path grants full\nuser-machine access with a Settings warning. Session API clears/attaches\nproject_path correctly. Tests cover session project API and grouping.",
"is_bot": false,
"headline": "feat: project-tree sessions, empty project full access (0.11.6)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T16:01:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71722e87486296eb2690cf76193a8ab94304d961",
"body": "Short action messages (proceed/continue/go ahead) re-enable tools so the\nagent stops narrating stubs. Plan mode auto-exits on build kicks; composer\nstays typable while streaming; Shift+Tab toggles Plan/Build.\n\nTool process Min/Med/Full/Full+: chat answers are never truncated; Full\nshows complete process args/results expanded. Polish assistant chat\ntypography and thinking strip. Docs and tests updated.",
"is_bot": false,
"headline": "fix: unblock proceed kicks and never hide Full model output (0.11.5)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T15:16:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a245718fee5164d6546b0bde440a0d3278c1bfd6",
"body": "Ship remedy-bbpe-v2 as the default clean-room BPE pack (4000 merges from\nfirst-party repo + multi-provider tool/skill battery). Keep v1 for fallback.\nAdd train/eval scripts, file_read offset/limit, OpenAPI/Helper model fixes,\ndocs/wiki/README/CHANGELOG, version sync, and lint/mypy polish for CI.",
"is_bot": false,
"headline": "feat: NanoToken BPE v2 (battery-trained) and 0.11.4 polish",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T07:39:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef4bd8ae63f936406ef1bb891840ca63b5bbdbd0",
"body": "Byte-level BPE engine and remedy-bbpe-v1 pack trained on first-party\nsynthetic corpus. Provider/model assignment selects our pack only; calibrate\nfrom usage; heuristic fallback. No third-party tokenizer deps or foreign merges.",
"is_bot": false,
"headline": "feat: Remedy-owned NanoToken BPE (clean-room, swarm assigns packs)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T06:40:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4445203fd3212272edccb2fc9170d900ab005882",
"body": "Per-session llm_provider persistence + switch toast/models refresh; shared\nSkillRegistry and speculative worker queue; list_dir pagination; skill packs\nAPI and budget banner; untrusted access scope; usage CSV export; client\nNanoToken-aligned estimates; CHANGELOG 0.11.3.",
"is_bot": false,
"headline": "feat: complete remaining plan — session LLM, skills scale, untrusted",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T06:16:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39cff8cf5b776738a1ce3af0fa401afd0d826aba",
"body": "Background project list_dir/git warm for Scout; partner-status failover\nhints with status-bar chip; offline token family weight packs with optional\nJSON overrides under ~/.remedy/token_tables/.",
"is_bot": false,
"headline": "feat: Scout warm-up, Health failover UX, NanoToken family packs",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T06:11:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49ed35fb1f09039dfb4b1fec152aad4c4d31c4cc",
"body": "Silent continuity workers: goal stale detection, tool-intent scout hints,\nprovider health/429 tracking with dashboard widgets and agent instrumentation.",
"is_bot": false,
"headline": "feat: Goal, Scout, and Health nanoswarm bots",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T06:08:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b323d0ed309fd5de0d61c56e6a9de12440e2242e",
"body": "Guard risk scores enrich approval reasons; Helper offline /helper tips and\nerror explain; archive unused learned skills (90d); message estimate cache\nand family overheads for multiprovider accounting.",
"is_bot": false,
"headline": "feat: Guard + Helper nanoswarm, bulk archive, NanoToken cache",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T06:03:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "119384e5b25b61ae4d411fbada0ee9ce2ec9c516",
"body": "Snappier streaming (RAF tokens + plain-text while streaming), per-tab LLM\noverride without rewriting global default, per-model enable in provider\ncatalog, Pack nanobot context hints, and Skills panel archive/filters for\n100+ libraries.",
"is_bot": false,
"headline": "feat: stream RAF batching, session LLM tabs, pack bot, skill archive",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T06:00:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a17a4ef04c87e398707199998b7c3c805e4a207",
"body": "Session-scoped pattern bots, durable usage ledger, mid-session provider/model\nswitch with remeasure, connected provider picker, Usage & Continuity dashboard,\nskill active budget/archive status, and security hardening for webhooks and\nvision zip extract.",
"is_bot": false,
"headline": "feat: multiprovider NanoToken, session LLM switch, usage dashboard",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T05:57:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b1ab22ac117bd41e631944b816239b400108542",
"body": "Restore GET {base}/models for OpenAI-compatible clouds (DeepSeek/xAI and\nothers); migrate retired deepseek-chat/grok-3* ids; rewire ContextSnapshot\nto shared swarm bots; pattern→remedies, skill rank warm, learn pre-gate;\noperator docs 17-nanoswarm (not session branding).",
"is_bot": false,
"headline": "fix: live provider models + smarter nano swarm continuity",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T05:07:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9111275906dbcfdc9e4858e086e7ef7c7a640bc",
"body": "- Scrub legacy HKCU Run via winreg (no PowerShell Bypass on launch/poll)\n- NSIS DeleteRegValue for Run scrub on install/uninstall\n- Sidecar PyInstaller version-file + icon; bundle publisher metadata\n- Docs: Defender threat inventory; troubleshooting/install/README\n- Tests for PE version resource; ship as 0.11.1 for PyPI",
"is_bot": false,
"headline": "release(0.11.1): Windows Defender posture + PE identity",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T04:44:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c219dcf20ad2046af52c3374517beaf647e93f85",
"body": "Desktop Release failed tsc: SettingsPanel used formatDownloadGb without\nimporting it from api/vision (SetupWizard already imported it).",
"is_bot": false,
"headline": "fix: import formatDownloadGb in SettingsPanel for desktop build",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T04:05:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5b62aded02df0e565f9114c4b0436a8ba3dd47c7",
"body": null,
"is_bot": false,
"headline": "fix: ruff SIM105 in vision install for CI",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T04:02:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "349c6b157c1b3b550e5e97d1d9a900855d45e432",
"body": "…lity\n\nShip Remedy as a silent local continuity system: ContextSnapshot, intent\npolicy packs, quality remedies, structural tool prune, speculative prep,\nand project learning. First-run download for pinned Qwen vision (not\ninstaller-bundled); auto-start with app; Full+ for advanced diagnostics\nonly. Docs/wiki philosophy, clean-home smoke, packaging guards; 707 tests.",
"is_bot": false,
"headline": "release(0.11.0): continuity layer, local vision download, session qua…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T04:02:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f60059cb39111e3738888f48c6c6f869b58676b9",
"body": "…n wipe\n\nDecouple start-in-tray from launch-at-login; simplify setup free providers;\nmove usage ticker to session sidebar; uninstall stops llama-server and removes\nvisual decoder tree. Tests: 671 green. PyPI remedy-ai 0.10.45.",
"is_bot": false,
"headline": "release(0.10.45): setup free UX, tray start fix, usage sidebar, visio…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T01:38:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8db97d2004af6d20fe0b5d3d7b5d3a059bb74864",
"body": "Decouple start-in-tray from launch-at-login so Windows startup does not\nforce a minimized tray-only window. Prefer desktop.json for tray prefs and\nshow/focus the window when start_in_tray is off.\n\nMove usage/cost ticker into the session sidebar footer. Simplify setup free\nprovider path (Demo + Ollama cards, free-key dropdown). Ensure uninstall\nstops llama-server and removes ~/.remedy/vision on config/full wipe.",
"is_bot": false,
"headline": "fix: setup free UX, usage sidebar, tray start, vision uninstall wipe",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T01:34:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "578c05128898b18deac7909003d7e8232a947a21",
"body": "Add force-promote/quarantine skill overrides, CodeMirror SKILL.md editor,\nexport/import skill packs, interactive Time Travel timeline (chat + file undo),\nand a hideable live token/cost ticker. Fix vision/status event-loop freezes,\ncache secrets/config, and write durable logs under ~/.remedy/logs.\n\nPyPI: remedy-ai 0.10.44. Tests: full suite green (670).",
"is_bot": false,
"headline": "release(0.10.44): skills HITL, time travel, token cost ticker, perf",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-25T00:27:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "679fc1d2cba56158f60fe09fef7ff38b78befb9b",
"body": "Bump after CI type-check failures. Includes vision shutdown-on-exit, github\nskill, MCP host, plan/checkpoints. Full suite green (mypy, ruff, 647 tests).\nPublished to PyPI as remedy-ai 0.10.43.",
"is_bot": false,
"headline": "chore(release): 0.10.43 rebuild — mypy CI fix + package republish",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T23:23:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "810b979aae002887653287551181085f934753a6",
"body": "Fix type issues introduced by agent tool extracts and plan/MCP paths so\nuv run mypy matches GitHub Actions.",
"is_bot": false,
"headline": "fix: resolve mypy errors breaking CI",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T23:22:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6bfb9e28223a0de999b410e49ee6590a16bb6445",
"body": "Include llama-server cleanup in the 0.10.42 release: API lifespan/atexit\nstop_server, kill PID from vision.json (process tree), desktop quit posts\n/api/vision/stop and taskkills orphan llama-server. Docs and tests updated.\nPublished to PyPI as remedy-ai 0.10.42.",
"is_bot": false,
"headline": "fix(0.10.42): stop vision decoder on Remedy shutdown",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T23:15:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cea979097963f329cbbc64d3880e08da12190469",
"body": "Ship a bundled github skill (gh/PR/CI workflows), package remedy-mcp as a\nstdio MCP host, and complete the personal-partner plan/checkpoint/learning\nroadmap. Plan mode now enforces tool allowlists; mid-task checkpoints and\nskill re-use metrics surface in the desktop UI. Agent tool registration is\nsplit into focused modules. Full suite green (642 tests); ruff clean.",
"is_bot": false,
"headline": "feat: 0.10.42 — github skill, MCP host, plan mode, checkpoints",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T23:01:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c43b7ddceab4c127b221962a4e49032bae1b8848",
"body": "Simplify Setup wizard and free-provider chips; collapsible Settings sections;\nrename Web→WebUI and harden SPA packaging/bootstrap; bottom status dock for\nserver + visual decoder download progress. Demo/LLM7 zero-setup free path.",
"is_bot": false,
"headline": "feat(desktop): 0.10.41 — setup UX, free try, WebUI fix, status dock",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T21:52:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ca5950e9468ad5afaa5fd18239ff79e64cc74a2",
"body": "Add opt-in llama.cpp + Qwen2.5-VL 3B image→text bridge so text-only chat\nmodels can use screenshots/OCR. Includes install cancel/resume, force_decode\ntoken-saving mode, CUDA runtime switch, wipe integration, desktop UX,\nAPI routes, agent tool, help/manual, and full test coverage.",
"is_bot": false,
"headline": "feat(vision): 0.10.40 — local visual decoder for text-only models",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T20:55:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b40671f1a01889dc9c26adf48581f2c2744c7c9",
"body": "Expand bundled comfyui skill to install portable ComfyUI, fetch Flux.2 Klein\nmodels, start, workflow, and generate into chat. status/locate guide empty\nmachines; seeded skills refresh on bundled version bump; docs and tests.",
"is_bot": false,
"headline": "feat(comfyui): 0.10.39 — from-scratch bootstrap skill + seed upgrades",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T19:21:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96d81b75d881a5258c36e12566489885b020ec32",
"body": "Allow OPTIONS through API auth so Tauri webview CORS preflight succeeds\nfor /auth/xai/login (0.10.37 looked like a dead server). Expand Tauri\nCORS origins; wait for local API before device login; tests + docs.",
"is_bot": false,
"headline": "fix(desktop): 0.10.38 — xAI OAuth CORS preflight on fresh install",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T19:06:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ba3f42ca515d19ddc0b030577b4f826a9f4e07d",
"body": "Add scripts/check_docs.py (help, versions, catalog, slash cmds, hotkeys,\ntest-count claims) with CI + pytest smoke. Put the security model near the\ntop of the README. Align uv.lock package version with 0.10.37.",
"is_bot": false,
"headline": "docs: surface local-first security and add docs-sync CI gate",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:52:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ab02b99584e57e78f0e7d808a6ec3fd9dce3014",
"body": "Replace outdated 375-test note (~561 pytest + vitest), document Web UI,\nsecurity defaults, help wiki layout, and master-branch release flow.",
"is_bot": false,
"headline": "docs(readme): fix test count and bring README in line with 0.10.37",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:44:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cefa4af61dbd5688790fb8524d5b6b3866c12419",
"body": "Update README features, owner manual (security/web UI/what is new), DESKTOP.md,\nand synced in-app help articles for the v0.10.37 ship.",
"is_bot": false,
"headline": "docs: release 0.10.37 notes — wiki, Web UI, security, tools",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:40:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a68fdf351be4ab1c45392151ee0316734d7936e",
"body": "README: OAuth under Providers (not a special xAI feature). CORS star blocked\nwith auth; secure bind defaults; quarantine blocks skill body load; scrub skill\nenv; telegram allowlist; Tauri-first token; update requires signed latest.json\nasset URL. Auto shell and full access remain owner choices.",
"is_bot": false,
"headline": "security: harden against outsiders without reducing owner power",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:28:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f33bd29be991a2812a2ea65bb1964c44283c1c9",
"body": "Show confirm dialog on Quit / full close with option to never warn again.\nHide-to-tray and Switch to Web UI keep the server running without a prompt.",
"is_bot": false,
"headline": "feat(desktop): warn before quit that local server and Web UI will stop",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:20:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc57f3a9789e2b805f2d166c8a2162c9a86e5882",
"body": "Root cause of blank 7400/ was often the server not running. Serve SPA with\nGET/HEAD, surface Web UI path on serve start, require desktop/dist build.",
"is_bot": false,
"headline": "fix(api): keep Web UI reachable — HEAD support + startup banner",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:15:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5f7b0aafd4aeb3abe07c0a2a7790a00b3d1df08",
"body": "Serve the built SPA from the local API (http://127.0.0.1:7400/). Logo menu,\nstatus bar Web, and Settings open the browser and hide the desktop shell to tray.",
"is_bot": false,
"headline": "feat(desktop): Switch to Web UI — hide to tray and open browser chat",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:12:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9717ab81e86a45699d6863fc9e07218a54399e82",
"body": "…_write\n\n- Composer textarea grows with wrap up to 280px then scrolls\n- ToolRegistry.execute uses tool_name= so skill_activate(name=) no longer TypeErrors\n- Prefer file_write over bash for text files; allow Desktop/Documents/Downloads under project scope",
"is_bot": false,
"headline": "fix: composer auto-grow + tool_registry name collision + Desktop file…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T18:09:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0083366b246fd0802a122284d6e787d2e954af0",
"body": "Tool dumps were plain JSON so unified-diff highlighting never fired. Synthesize\na line diff for file_write (new file = green; rewrite = red/green) and force\ninline colors so theme CSS cannot wash them out.",
"is_bot": false,
"headline": "fix(desktop): color file_write tool process as red/green diffs",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T17:59:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e26cadff20283e1302fa231bf0414e4e3e9c634",
"body": "Color removelines red and additions green in code blocks and tool process\nwhen content is a unified diff (or language-diff fence).",
"is_bot": false,
"headline": "feat(desktop): Grok-style red/green unified diff highlighting in chat",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T17:44:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e3fc809fdb4d11b293b93971ed456e834edfe92",
"body": "Align all version surfaces, sync help manuals, safe TOML writers, Tauri\nbridge helpers, xAI OAuth persist, hotkeys SSOT, and regression tests.",
"is_bot": false,
"headline": "fix(desktop): pre-push polish for 0.10.37 — audit backlog + second sweep",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T17:42:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d99bf8bb1a8be99513d444e2179a1a9245f088c",
"body": "Ship a full technical owner manual (docs/manual) and in-app Help wiki (F1),\nwith Settings Report an issue linking to GitHub Issues prefilled with version.",
"is_bot": false,
"headline": "feat(desktop): offline Help wiki + owner manual + report issue (0.10.37)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T17:15:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c139fe275f0e456966de29abde0a3fe64197ed91",
"body": "….10.36)\n\nRoot cause: config writer emitted root keys after TOML [table] sections, so\nkeys were absorbed into the last table and could duplicate. load_config then\nreturned {} and setup finish / OAuth looked like the server was down.\n\n- Write all root scalars before tables; corrupt configs force the wizard\n- Re-bootstrap local API token before setup save and xAI sign-in\n- Surface real API errors; auto-open setup when settings fail to load",
"is_bot": false,
"headline": "fix(desktop): first-run setup save, xAI OAuth, corrupt config.toml (0…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T16:59:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95e38f0a5ab73ee2da5ad36c71b9dc7c26070965",
"body": "Sidecar always --skip-setup so CLI wizard cannot block the API. Default config with setup_completed=false; Setup Wizard runs once server is healthy. Auth/settings-first startup; token retry; longer health wait. Uninstall dialog uses system fonts and ASCII labels.",
"is_bot": false,
"headline": "fix(desktop): first-run setup after wipe + clean uninstall UI (0.10.35)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T16:37:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb1c66a02a66f567490491abe142cbc85b576438",
"body": "Fix ruff CI lint (config + real F811/E402 fixes). Upload TAURI_SIGNING_* repo secrets. Local signed NSIS + .sig verified. Tag triggers Desktop Release + CI.",
"is_bot": false,
"headline": "release: Remedy 0.10.34 — CI green, signed Desktop Release",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T16:16:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "476b58d6644cd06e75b70260632d5c11379c49b5",
"body": "Phase A: default local API auth, Zip Slip + quarantine skill_run, no Everyone ACL, DPAPI xAI, tighter updater URLs, ask-mode approvals for bash/write/skill_run, scrubbed tool env, webhook auth.\n\nPhase B: api auth, zip, skill tools, skills API, session stream, updater, secret ACL tests; desktop vitest.\n\nPhase C: tiered context caps, strong auto-compress, skill body cap, ranking fix, metrics, MessageFeed windowing.",
"is_bot": false,
"headline": "release: Remedy 0.10.33 — security A, tests B, performance C",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T16:09:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "151a794466a66643368ea67bb7f52778a5109bf7",
"body": "…0.10.32)\n\nPOSTINSTALL only starts Remedy for silent/passive/update installs. Interactive installs wait for the finish page Run checkbox and desktop shortcut choice. Auto-update passes /UPDATE.",
"is_bot": false,
"headline": "fix(desktop): do not auto-launch on interactive install finish page (…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T15:40:05Z",
"body_truncated": false,
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{
"oid": "7b7098fed534456bef71faafba192c3e5aa16984",
"body": "…0.31)\n\nOnly Abort on intentional Cancel (exit 1). WinForms/script errors soft-fail, keep user data, and still remove the app. Safer full-wipe; pure-ASCII options script; default choices file always written.",
"is_bot": false,
"headline": "fix(desktop): uninstall must not abort when options dialog fails (0.1…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T15:36:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d4ee91bf4a10826ae294454305b6d158a013344",
"body": "…sed loop)\n\nMake skills Remedy's durable differentiator: earn procedures from real work, protect hard-won multi-attempt solutions, and load them with agentskills-style progressive disclosure.\n\n- Lifecycle gates + effort weight (no lucky one-off ACTIVE; hard-won resists prune)\n\n- Ranked catalog, skil\n[…]\nle skill_stats.json, merge same-name skills\n\n- Pack export/import with quarantine; richer /api/skills + Skills panel v2\n\n- Docs: SKILL_LIFECYCLE.md, README/USAGE/DESKTOP; 529 tests; autoupdate harness",
"is_bot": false,
"headline": "release: Remedy 0.10.30 — skills system (progressive disclosure + clo…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T15:20:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "cb56bb9e671dde70df048f6ddbfc696d6d2f0ae2",
"body": "Simulates schedule → parent exit → install replace → mtime detect → relaunch.\nVerified PASS locally for the 0.10.29 update control flow.",
"is_bot": false,
"headline": "test: add fake auto-update pipeline harness (parent-exit survival)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T14:03:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68a1fddf971c995afafbb1ff365445fd94e5ff19",
"body": "….10.29)\n\nThe update script was dying with the app process (job object), so NSIS never\nran and the old EXE stayed. Break away, install in place, verify mtime, relaunch.",
"is_bot": false,
"headline": "fix(desktop): auto-update install survives app exit and relaunches (0…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T13:58:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4096519ad6396d8feabfbd0e2efc2f2b01550a7e",
"body": "Raise SSE idle timeout, promote reasoning when content is empty, DeepSeek-legal\nmax_tokens with length auto-continue, and retry empty final answers instead of\nabandoning mid-review.",
"is_bot": false,
"headline": "release: Remedy 0.10.28 — finish long DeepSeek turns without soft cutoff",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T13:08:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5054c258fdc63cd02af0d7b3751e4af989973392",
"body": "….10.27)\n\nTray \"Check for updates\" only focused the chat; Settings could report up-to-date\nwhen comparing the Python sidecar instead of the EXE. Merge Tauri+API sources,\npass shell version to /api/updates/check, and surface clear This app vs Latest.",
"is_bot": false,
"headline": "fix(desktop): update check uses shell version; tray opens Settings (0…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T12:59:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e6cf30f7ce2a26ddbec9e7ce95f6bb6136190d43",
"body": "Export/import chat sessions as plain-text .txt, raise provider completion\nbudget to 128k without thinking-level throttling, and stop soft-trimming\nanswers, thinking, and tool results so long agent runs can finish fully.",
"is_bot": false,
"headline": "release: Remedy 0.10.26 — session txt I/O and no-cutoff agent headroom",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T12:44:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd319955c22ced52318b5a471d21a4b754c5abab",
"body": "Remove unused SettingsSection import and rowJustify that failed npm run build in Desktop Release.",
"is_bot": false,
"headline": "fix(desktop): clear tsc unused vars so Tauri CI build succeeds",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T05:54:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9aa2af6f34221fec4ffad63f07698910067bfa7e",
"body": null,
"is_bot": false,
"headline": "Merge branch desktop-primary: land 0.10.25 partner desktop on master",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T05:39:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd6c410b2cc67f89af0f2b59abbb40188fac3bb1",
"body": "Ship polished chat (stick-to-bottom, icon actions, shrink-wrap bubbles), tool process Off/Medium/Full with raw dumps, user name, sessions auto-title, logo menu/tray Settings, themes, ComfyUI/local discover, and per-provider secrets. Docs and PyPI package aligned at 0.10.25.",
"is_bot": false,
"headline": "release: Remedy 0.10.25 partner desktop UX and tool process modes",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T05:38:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ce8caebbd155a792ebb176a04bc4748a5538821",
"body": "auth.x.ai only, no redirect-follow to sign-in, clean PyInstaller path\npinning, kill dual sidecars on :7400, oauth-meta diagnostics.",
"is_bot": false,
"headline": "fix(auth): 0.10.24 hard OAuth fix for installed desktop",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T01:56:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26804861d4193a35691df26a65a2bbf6c042ee61",
"body": "Rebuild frozen sidecar so Sign in with xAI works in the installed app\n(not only from source). Includes Persistence.A!ml Startup-folder autostart.",
"is_bot": false,
"headline": "fix(release): 0.10.23 desktop package with auth.x.ai OAuth",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T01:49:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fb198b3832387ba4ef0b779989d2260ba6053c5",
"body": "Use Startup folder shortcut for optional Start with Windows instead of\nregistry Run keys. Scrub legacy Run entries on launch/toggle/uninstall.\nSigned 0.10.22 installer includes xAI auth.x.ai OAuth fix in sidecar.",
"is_bot": false,
"headline": "fix(desktop): stop HKCU Run autostart (Defender Persistence.A!ml)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T01:36:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "083a295043122f73263708e5a8239b91fe504112",
"body": "accounts.x.ai/oauth2/device/code now 307s to the web sign-in page; device\ncode and token exchange must hit auth.x.ai. Verification URIs remain on\naccounts.x.ai as returned by xAI.",
"is_bot": false,
"headline": "fix(auth): use auth.x.ai for xAI device OAuth (fix 307 sign-in redirect)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T01:35:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cda63f9fdba43cc9d0206ccbfca19c3be2557b07",
"body": "Ship the personal-partner expansion: Memory Harness (prune/brief/compact),\naccess scope, launch-at-login, themed chat bubbles, prompt history, goal\ntools, high-impact command approvals, knowledge pack import, and companion\nskills. Circuit-R branding for taskbar/tray. Docs and changelog updated.\nTests: 482 passed.",
"is_bot": false,
"headline": "feat: partner vision 0.10.21 — harness, approvals, goals, always-ready",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-24T01:05:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ceb25511b3cf7e38eb3192269454dc6d28e37ebf",
"body": "- Clarify Remedy is a software coding agent, not medical/clinical\n- System prompt disclaims medical advice; README/docs/setup copy updated\n- Replace caduceus branding prompts and splash/icon assets with tech marks",
"is_bot": false,
"headline": "fix(brand): non-medical positioning and tech logo assets (v0.10.17)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T22:24:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "954248eec6d666fb43d60663f4c36aad1539afb5",
"body": "- Splash: stable onReady refs so Ready handoff is not cancelled mid-fade\n- Splash/boot: force dark background regardless of system light theme\n- Update: PowerShell delayed silent NSIS + kill locks + relaunch fallback\n- CI: space-free installer asset names for latest.json URL match",
"is_bot": false,
"headline": "fix: splash hang/white bg + auto-update install reliability (v0.10.16)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T22:08:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b304ef52fd194bded4e30071b1c547e603a2a1f",
"body": "- Sign in with xAI (device-code OAuth) and console API key path\n- CLI: remedy auth login|logout|status|apikey xai\n- Catalog: Groq, Mistral; Custom under Advanced; hide base URL for known brands\n- GET /api/providers + Ollama detect; env XAI_API_KEY preselects xAI\n- Desktop Settings/SetupWizard wired to catalog; Tauri shell open for verify URL\n- 401 refresh once for xAI tokens; docs/README/CHANGELOG updated",
"is_bot": false,
"headline": "feat: xAI OAuth + dual auth, provider self-setup (v0.10.15)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T21:51:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee9078a56d8b165f90bd1ebdeb4aab00ac61e0f3",
"body": null,
"is_bot": false,
"headline": "feat(desktop): splash 3s, system theme, discoverable hotkeys (v0.10.14)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T20:40:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18925bbd5fa1d222c4b490709cfb847364042e94",
"body": null,
"is_bot": false,
"headline": "fix: complete remaining review backlog items (v0.10.13)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T20:11:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3b08907c398c7f2ba23210670f3cb0e6339f5d8",
"body": "…w fixes (v0.10.12)",
"is_bot": false,
"headline": "fix(agent): DeepSeek reasoning_content + resilient API errors + revie…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T20:07:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4bb3cf0d58afae9c79effada9e6e3db73c4963ec",
"body": "…0.11)",
"is_bot": false,
"headline": "fix(desktop): kill remedy-desktop.exe process tree on app close (v0.1…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T19:42:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6774dffa8bf4a482ecad2429958b5d4f207ba489",
"body": null,
"is_bot": false,
"headline": "fix(agent): stream OpenAI-compatible SSE for DeepSeek (v0.10.10)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T19:34:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec9be1ca715d7b062a838530e17eef05b52f9b72",
"body": null,
"is_bot": false,
"headline": "fix(desktop): auto-update file lock on remedy-desktop.exe (v0.10.9)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T19:20:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f73632e605445bf9e964dac45975ba4b12a87cfd",
"body": null,
"is_bot": false,
"headline": "fix(desktop): unblock CI build (TS unused prev) - v0.10.8",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T19:05:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79796cdd8b175140643722b21ba14c69e2061205",
"body": "NSIS /S instead of ignored /PASSIVE; POSTINSTALL relaunches Remedy Desktop;\nUpdateScreen auto-starts download; PE validation; detached installer; no\nupdate-available without installer URL.",
"is_bot": false,
"headline": "fix(desktop): one-click silent update install and relaunch (v0.10.7)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T18:58:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef177ea2c06e10190befc191efd10217d3acfca4",
"body": "…ettings)\n\nGET /api/settings referenced undefined `version` instead of `_remedy_version`,\nso settings never loaded and the UI fell back to the hard-coded 0.9.0 placeholder.\nAlso fixed /api/updates/check and urllib.urlopen usage. Release v0.10.6.",
"is_bot": false,
"headline": "fix(settings): About Version was stuck at v0.9.0 (NameError on /api/s…",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T18:49:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af074695a076baff0d2e5699dfc9d2b66bbae9ad",
"body": "Settings looked like a no-op when the check failed: errors were swallowed and\nthe panel only rendered status when updateInfo was set. Fetch all GitHub\nmetadata sources with timeouts off the UI thread, surface errors, and fall\nback to /api/updates/check.",
"is_bot": false,
"headline": "fix(desktop): make Check for Updates always show a result (v0.10.5)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T18:44:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44f7d87aa2f7805b34351021c6e5c4177d1c0ab9",
"body": "Prevent OpenAI-compatible HTTP 400 when many parallel tools run (e.g. review\nproject): always emit one tool result per call id, normalize missing ids, and\nsanitize message history before each LLM request. Bump to 0.10.4 with docs and\ntests; published to PyPI as remedy-ai 0.10.4.",
"is_bot": false,
"headline": "fix(agent): complete tool_calls pairing for multi-tool turns (v0.10.4)",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T18:34:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d446d788a002fb156a448bbd2f8d37d0665db105",
"body": "…nudge\n\nMake tool use more resilient when the first attempt fails:\n\n- System prompt: recovery contract (follow Suggestion lines, list_dir\n before inventing paths, try once more before giving up)\n- format_tool_error / tool_error_payload: optional suggestion field\n- Workspace tools return Error [CODE\n[…]\np injects a single RECOVERY_NUDGE user message after a failing\n tool batch so the model retries with corrected tools before answering\n\nTests cover helpers, error formatting, and loop nudge injection.",
"is_bot": false,
"headline": "feat(agent): recovery contract, suggestive tool errors, one recovery …",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T18:02:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "fc8f95511b4b5a34e2a3cc97d9eda6e0d25e3344",
"body": "- Raise answer max_tokens to 32k (8k for tool rounds)\n- Remove 180s total stream wall; sock_read 300s between chunks\n- Auto-continue up to 4 times when finish_reason is length/max_tokens\n- Track finish_reason on StreamRoundState for seamless continuation",
"is_bot": false,
"headline": "fix: keep long LLM streams from cutting off mid-answer",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:55:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7a88fc0af8d736393b3c8cfb555c9b1f8615df6",
"body": "- Disable OS window decorations; add TitleBar with min/max/close\n- Title bar uses CSS theme tokens (bg-secondary, border, text)\n- Sync native window theme (dark/light) when app theme changes\n- Title bar on splash, setup, error, and main shell",
"is_bot": false,
"headline": "feat: themed custom title bar matching app theme",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:52:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "17b104f7103ca0fccf5fe8a78323c44d3b7ce8bf",
"body": "- Pass message content from bubble into edit flow immediately\n- Keep editDraft with a key until send/session change (survives remount)\n- Fall back to local text if API omits content or fails\n- API returns content/text of the original user message before soft-delete",
"is_bot": false,
"headline": "fix: restore full original prompt in composer on Edit",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:48:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2a576cf8e2ecacb777afaba87444921274f062d",
"body": "- Instrument session_message, session_stream, chat_stream with counters/histograms\n- status labels on stream (ok/error/cancelled/no_key)\n- Fix skills registry count typing in api_support\n- mypy includes models + api_models/support/attachments (22 files)\n- 410 tests green",
"is_bot": false,
"headline": "feat: stream-path chat latency metrics; expand mypy surface",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:43:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2ef86c69916cbc1dea8119a424ac9a6562a15ae",
"body": "- upsert_many drops FTS triggers for batches >=10, rebuilds once\n- Tool + chat latency histograms (Prometheus-ready)\n- mypy covers core/execution/tools (excl. large agent/learning)\n- MCP stdin None guard; skills count typing fix\n- 409 tests green",
"is_bot": false,
"headline": "feat: bulk FTS path, tool/chat latency histograms, wider mypy",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:39:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6cf524d87596934c6d4a398a219fc9eae9741fa1",
"body": "- MetricsRegistry.prometheus_text + /api/metrics?format=prometheus\n- MemoryStore.upsert_many + rebuild_fts; search FTS→LIKE fallback (no recurse)\n- Optional deps: server, desktop-build groups\n- mypy covers security, workspace, providers, sandbox\n- Tests for metrics API, batch memory, handoff stable id\n- 408 tests green",
"is_bot": false,
"headline": "feat: Prometheus metrics, FTS batch helpers, expand mypy",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:34:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff1f320e549ffef2711681355d79b493fcf07ea9",
"body": "- core/react_stream.py for SSE parse, tool-call accumulation, enablement\n- Agent stream loop uses StreamRoundState / helpers\n- Tool calls instrument default_registry metrics + structured errors\n- GET /api/metrics for in-process counters and health\n- mypy on pure helpers; CI runs mypy + import smoke\n- MCP client unit tests; react_stream unit tests\n- 402 tests green",
"is_bot": false,
"headline": "refactor: extract ReAct stream helpers; metrics API; mypy on core",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:31:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f56c416daccce9dc9cec8dea6f5cf946e6f95fbb",
"body": "- routes/{status,chat,sessions,catalog,memory,workspace,settings,misc}\n- create_app keeps middleware/CORS and register_all_routes()\n- tool_error_payload / format_tool_error / as_remedy_error helpers\n- 392 tests green",
"is_bot": false,
"headline": "refactor: split FastAPI routes into modules; error boundary helpers",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:26:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b556e3703eda9d0c78511e12bce506308a7723a5",
"body": "- api_models.py + api_support.py; create_app routes stay in api.py\n- react_policy.py for tool gating / pseudo-tool recovery / fingerprints\n- bash_exec via SubprocessSandbox (hidden console + policy)\n- GoogleProvider / DeepSeekProvider specializations\n- search_simple prefers FTS; handoff memory uses stable id (no dup)\n- examples/demo_plugin.py + plugin/react/dedup tests\n- 389 tests green",
"is_bot": false,
"headline": "refactor: split API helpers/models, extract ReAct policy, more tests",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:23:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d036e19f145d850500044d9ec29704cc4545bf1",
"body": null,
"is_bot": false,
"headline": "chore: drop unused shutil import in skill executor",
"author_name": "Ahmi",
"author_login": "AhmiDarrow",
"committed_at": "2026-07-23T17:07:16Z",
"body_truncated": false,
"is_coding_agent": false
},
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"key": "community_health",
"band": "at_risk",
"name": "Community health",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 55,
"inputs": {
"packages": [
"remedy-ai"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2102
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,102 downloads/month across pypi",
"points": 44.3,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2102,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 32,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
"max_points": 38.25
},
{
"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": "at_risk",
"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": 35,
"inputs": {
"followers": 0,
"owner_type": "User",
"is_verified": null,
"owner_login": "AhmiDarrow",
"public_repos": 5,
"account_age_days": 4583
},
"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": "0 followers of AhmiDarrow",
"points": 0,
"status": "missed",
"details": [
{
"code": "owner_followers",
"params": {
"count": 0,
"login": "AhmiDarrow"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "5 public repos, account ~12 yr old",
"points": 17.7,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 5
}
},
{
"code": "account_age_years",
"params": {
"years": 12
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"remedy-ai"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "37 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 37
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 58,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"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": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"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": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"topics": [],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": false
},
"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": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 24,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"packaging"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 24,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 2.4
},
"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 is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"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 dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"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": "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": "17 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"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": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"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": "moderate",
"name": "AI Readiness",
"value": 56,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.99,
"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": "99 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 99,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock",
"package-lock.json",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"desktop/tsconfig.json"
],
"agent_commit_share": 0,
"toolchain_manifests": [
"desktop/src-tauri/Cargo.toml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "desktop/src-tauri/Cargo.toml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "desktop/src-tauri/Cargo.toml"
}
}
],
"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": "desktop/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "desktop/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.