[discover] 1 new just-bash project(s) — 2026-05-11

.discover/candidates.json

@@ -1,6 +1,6 @@
 [
   {
-    "repo": "MauricioPerera/just-bash-ocr",
+    "repo": "MauricioPerera/just-bash-harness",
     "checks": {
       "readme_is_about_project": true,
       "install_command_matches_name": true,
@@ -11,43 +11,9 @@
       "is_subject_focused": true
     },
     "relevant": true,
-    "confidence": 0.88,
-    "category": "Libraries",
-    "description": "OCR plugin adding `ocr extract`, `ocr scan`, and `ocr pdf` commands to just-bash via Tesseract.js — offline, 100+ languages, with bounding-box layout output",
-    "reasoning": "Clearly a just-bash plugin with real code, install command, usage examples, and distinct value (Tesseract.js OCR as custom commands). Passes all hard gates and fits the Libraries category alongside just-bash-data and just-bash-util."
-  },
-  {
-    "repo": "MauricioPerera/just-bash-report",
-    "checks": {
-      "readme_is_about_project": true,
-      "install_command_matches_name": true,
-      "has_usage_example": true,
-      "describes_unique_value": true,
-      "is_not_copy_of_canonical": true,
-      "has_real_code": true,
-      "is_subject_focused": true
-    },
-    "relevant": true,
-    "confidence": 0.9,
-    "category": "Libraries",
-    "description": "Plugin adding `report` commands to just-bash for generating self-contained HTML dashboards, invoices, and static sites — Chart.js charts, KPI cards, brand theming, i18n, and pure-HTML generators usable without just-bash",
-    "reasoning": "Well-documented just-bash plugin with real install commands, code examples, live demos, and clear distinct value. Passes all hard gates; fits Libraries alongside just-bash-data."
-  },
-  {
-    "repo": "MauricioPerera/just-bash-wiki",
-    "checks": {
-      "readme_is_about_project": true,
-      "install_command_matches_name": true,
-      "has_usage_example": true,
-      "describes_unique_value": true,
-      "is_not_copy_of_canonical": true,
-      "has_real_code": true,
-      "is_subject_focused": true
-    },
-    "relevant": true,
-    "confidence": 0.9,
-    "category": "Libraries",
-    "description": "Plugin implementing Karpathy's LLM Wiki pattern for just-bash — LLM-maintained knowledge base with `wiki` commands, semantic vector search, and source/page/log layers built on just-bash-data",
-    "reasoning": "Clearly a just-bash plugin with real install command, usage examples, distinct value (LLM wiki with semantic search), and passes all hard gates. Fits Libraries category."
+    "confidence": 0.80,
+    "category": "Integrations",
+    "description": "Single-agent loop on top of just-bash with sandboxed tool execution, approval gates, persisted sessions, cross-session memory, AES-256-GCM encryption, and Cloudflare Workers AI + Anthropic providers",
+    "reasoning": "Explicitly built on just-bash with has_package_dep, real code (258 tests), published on npm as just-bash-harness, and just-bash is central to its identity as an agentic harness. Passes all checks."
   }
 ]

.discover/triage.json

@@ -1 +1 @@
-{"entries":[{"repo":"constructive-io/just-bash-test","checks":{"readme_is_about_project":false,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":false,"is_not_copy_of_canonical":true,"has_real_code":false,"is_subject_focused":false},"relevant":false,"confidence":0.98,"category":"Skip","description":"","reasoning":"This repo is about PostgreSQL/pgpm workspace tooling from Constructive. The name 'just-bash-test' is a name collision — the README has nothing to do with vercel-labs/just-bash; it's about modular Postgres development with pgpm."},{"repo":"dbreunig/dspy-just-bash-interpreter","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.8,"category":"Integrations","description":"DSPy BashRLM code interpreter wrapping just-bash-py as a recursive language model backend for DSPy","reasoning":"While the project is clearly related to just-bash (uses just-bash Python port as a DSPy RLM), the README excerpt is very short with no install command or code example, and the author explicitly warns it's a proof-of-concept. It fails install_command_matches_name and has_usage_example hard gates."},{"repo":"devxiyang/just-bash-demo","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.75,"category":"Built With just-bash","description":"Incident-response agent demo using just-bash and Vercel AI SDK to process multi-source data, implement business logic, and generate dual artifacts","reasoning":"The repo has `has_package_dep: true` and is a genuine just-bash consumer, but it fails `install_command_matches_name` (no npm install referencing its own package name — it's a demo app, not a library). As a demo/example rather than a published library or notable standalone project, it's borderline, but the README is in Chinese with no install command for the package itself."},{"repo":"leif293/just-bash-lazy-sql","checks":{"readme_is_about_project":false,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":false,"is_not_copy_of_canonical":false,"has_real_code":false,"is_subject_focused":false},"relevant":false,"confidence":0.97,"category":"Skip","description":"","reasoning":"The README is a near-verbatim copy of the canonical just-bash README (same security model, same installation, same Basic API examples, same configuration examples, same custom commands section). This fails is_not_copy_of_canonical — it's not a distinct project but a copy/fork with a Supabase SQL twist claimed in description only."},{"repo":"MauricioPerera/agent-skills-cli","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.8,"category":"Skip","description":"","reasoning":"This is a CLI for the agent-skills specification that uses just-bash as part of its implementation (via MountableFs + OverlayFs), but just-bash is not central to the project's identity — it's one implementation detail of a broader agent-skills toolchain. Fails is_subject_focused."},{"repo":"MauricioPerera/just-bash-ocr","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":true,"confidence":0.88,"category":"Libraries","description":"OCR plugin adding `ocr extract`, `ocr scan`, and `ocr pdf` commands to just-bash via Tesseract.js — offline, 100+ languages, with bounding-box layout output","reasoning":"Clearly a just-bash plugin with real code, install command, usage examples, and distinct value (Tesseract.js OCR as custom commands). Passes all hard gates and fits the Libraries category alongside just-bash-data and just-bash-util."},{"repo":"MauricioPerera/just-bash-report","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":true,"confidence":0.9,"category":"Libraries","description":"Plugin adding `report` commands to just-bash for generating self-contained HTML dashboards, invoices, and static sites — Chart.js charts, KPI cards, brand theming, i18n, and pure-HTML generators usable without just-bash","reasoning":"Well-documented just-bash plugin with real install commands, code examples, live demos, and clear distinct value. Passes all hard gates; fits Libraries alongside just-bash-data."},{"repo":"MauricioPerera/just-bash-wiki","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":true,"confidence":0.9,"category":"Libraries","description":"Plugin implementing Karpathy's LLM Wiki pattern for just-bash — LLM-maintained knowledge base with `wiki` commands, semantic vector search, and source/page/log layers built on just-bash-data","reasoning":"Clearly a just-bash plugin with real install command, usage examples, distinct value (LLM wiki with semantic search), and passes all hard gates. Fits Libraries category."},{"repo":"mesopelagique/JustBash","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":false,"is_subject_focused":true},"relevant":false,"confidence":0.75,"category":"Ports","description":"","reasoning":"A 4D language port of just-bash is an interesting addition to the Ports category, but the README has no install command, no code examples, and no evidence of real implemented code beyond a brief description. Fails install_command_matches_name and has_usage_example hard gates."},{"repo":"mwolting/context-fs","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.82,"category":"Skip","description":"","reasoning":"context-fs is a broader virtual filesystem framework that exposes APIs/databases as filesystems; `@context-fs/just-bash` is one adapter among many packages (nfs, cli, linear, core). just-bash is not central to the project's identity — it fails is_subject_focused."},{"repo":"nicoalbanese/ai-sdk-memory-just-bash","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.78,"category":"Skip","description":"","reasoning":"This is a general AI SDK memory example that includes a bash-backed approach using just-bash as one of three implementations. just-bash is not central to the project's identity — it's one approach among structured-actions and observational approaches. Fails is_subject_focused and install_command_matches_name."},{"repo":"Pibomeister/just-bash-vercel-ai-sdk-elements","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.78,"category":"Skip","description":"","reasoning":"This is a large production AI agent blueprint that uses just-bash as one component alongside LlamaParse, Mastra memory, and other tools. just-bash is not central to the project's identity; it's one piece of an 'Avengers-level stack'. Fails is_subject_focused and has no install command for the package."},{"repo":"tobowers/minimal-just-bash-failure","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":false,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.95,"category":"Skip","description":"","reasoning":"This is a bug reproduction repo demonstrating a just-bash js-exec issue. It's not a library, port, adapter, integration, or notable project — it's a minimal test case for filing a bug report. No inclusion value for an awesome list."},{"repo":"vercel-labs/wterm","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.82,"category":"Skip","description":"","reasoning":"wterm is a full-featured web terminal emulator written in Zig/WASM that ships `@wterm/just-bash` as one of many packages. just-bash is not central to wterm's identity — it's a single optional package in a broader terminal emulator framework. Fails is_subject_focused."}]}
+{"entries":[{"repo":"constructive-io/just-bash-test","checks":{"readme_is_about_project":false,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":false,"is_not_copy_of_canonical":true,"has_real_code":false,"is_subject_focused":false},"relevant":false,"confidence":0.97,"category":"Skip","description":"","reasoning":"This repo is about PostgreSQL/pgpm workspace tooling by constructive-io, completely unrelated to just-bash (vercel-labs). The name is a coincidence — the README describes Postgres module development, not a virtual bash environment."},{"repo":"dbreunig/dspy-just-bash-interpreter","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.75,"category":"Integrations","description":"DSPy BashRLM interpreter wrapping just-bash-py for Recursive Language Model code execution","reasoning":"The project is a legitimate just-bash integration (wraps just-bash-py for DSPy), but it fails the install_command_matches_name and has_usage_example checks — the README excerpt has only a brief description with no install instructions or code examples. Too thin to include."},{"repo":"devxiyang/just-bash-demo","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.72,"category":"Built With just-bash","description":"Incident-response demo agent using just-bash sandbox with multi-source data, test execution, and dual artifact generation","reasoning":"Has package dep and real code, but fails install_command_matches_name (no npm install referencing this project's own package name). It's a demo/example app rather than a library or tool someone would install, and the README is in Chinese with no install command pointing to a published package."},{"repo":"leif293/just-bash-lazy-sql","checks":{"readme_is_about_project":false,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":false,"is_not_copy_of_canonical":false,"has_real_code":false,"is_subject_focused":false},"relevant":false,"confidence":0.96,"category":"Skip","description":"","reasoning":"The README is a near-verbatim copy of the canonical just-bash README from vercel-labs/just-bash, including the same feature descriptions, code examples, and structure. This fails the is_not_copy_of_canonical check decisively."},{"repo":"MauricioPerera/agent-skills-cli","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.78,"category":"Skip","description":"","reasoning":"This is a CLI tool for the agent-skills specification that references just-bash as one dependency among several (MountableFs, OverlayFs). just-bash is not central to the project's identity — it's a CLI/library for validating SKILL.md files, with just-bash as a peripheral runtime detail. Fails is_subject_focused."},{"repo":"MauricioPerera/just-bash-harness","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":true,"confidence":0.80,"category":"Integrations","description":"Single-agent loop on top of just-bash with sandboxed tool execution, approval gates, persisted sessions, cross-session memory, AES-256-GCM encryption, and Cloudflare Workers AI + Anthropic providers","reasoning":"Explicitly built on just-bash with has_package_dep, real code (258 tests), published on npm as just-bash-harness, and just-bash is central to its identity as an agentic harness. Passes all checks."},{"repo":"mesopelagique/JustBash","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":false,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.70,"category":"Ports","description":"Port of just-bash to the 4D language for sandboxed AI agent bash emulation","reasoning":"Genuinely interesting as a 4D language port of just-bash, but fails install_command_matches_name and has_usage_example — the README has no install instructions or code examples. Too thin to confidently include."},{"repo":"mwolting/context-fs","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.82,"category":"Skip","description":"","reasoning":"context-fs is a broader platform for exposing APIs as virtual filesystems; just-bash is one adapter package (@context-fs/just-bash) among many (NFS, CLI, Linear). just-bash is not central to the project's identity — it fails is_subject_focused."},{"repo":"nicoalbanese/ai-sdk-memory-just-bash","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.75,"category":"Skip","description":"","reasoning":"This is a general AI SDK persistent memory example that includes a bash-backed approach as one of three implementations. just-bash is used as one option among several (structured actions, observational) — it is not central to the project's identity. Fails is_subject_focused and install_command_matches_name."},{"repo":"Pibomeister/just-bash-vercel-ai-sdk-elements","checks":{"readme_is_about_project":true,"install_command_matches_name":false,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.72,"category":"Skip","description":"","reasoning":"A broad production-blueprint stack (LlamaParse + Mastra + just-bash + AI Elements) where just-bash is one component among many. The project's identity is the full RAG+memory+UI stack, not just-bash specifically. Fails is_subject_focused."},{"repo":"tobowers/minimal-just-bash-failure","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":false,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":true},"relevant":false,"confidence":0.92,"category":"Skip","description":"","reasoning":"This is a minimal bug reproduction repo demonstrating a js-exec issue in just-bash — not a library, port, integration, or notable project worth listing. It's a temporary debugging artifact."},{"repo":"vercel-labs/wterm","checks":{"readme_is_about_project":true,"install_command_matches_name":true,"has_usage_example":true,"describes_unique_value":true,"is_not_copy_of_canonical":true,"has_real_code":true,"is_subject_focused":false},"relevant":false,"confidence":0.80,"category":"Skip","description":"","reasoning":"wterm is a web terminal emulator that ships @wterm/just-bash as one package among many (core, dom, react, vue, ghostty, markdown). just-bash is a peripheral integration, not central to wterm's identity as a DOM-rendering terminal emulator. Fails is_subject_focused."}]}