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  "Issues": [
    {
      "Title": "docs: add a Troubleshooting section to README for common errors",
      "Excerpt": "## Problem\n\nWhen something goes wrong on first install — wrong Python version, missing system deps, model download failures, port conflicts — users get a raw Python traceback and no pointer to where to look. A Troubleshooting section in the README would save dozens of new-user issues.\n\n## What to do\n\nAdd a `## Troubleshooting` section at the bottom of `README.md` (right before any final acknowledgements section). Cover the five most common failure modes:\n\n1. **`ModuleNotFoundError: No module nam",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/256",
      "PublishedAt": "2026-06-04T12:31:48.000Z",
      "State": "open",
      "Comments": 11,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "bug: source files contain print() statements that should be logger calls",
      "Excerpt": "## Problem\n\nFive source files in `src/waggle/` contain `print()` statements:\n\n- `src/waggle/server.py`\n- `src/waggle/rlm.py`\n- `src/waggle/hooks/claude_code/pre_compact.py`\n- `src/waggle/hooks/claude_code/pre_response.py`\n- `src/waggle/hooks/claude_code/post_response.py`\n\nFor production code, `print()` is the wrong tool: it bypasses the JSON log formatter, breaks the runtime context attribution (tenant_id, request_id, etc.), and corrupts the MCP stdio transport when it goes to stdout.\n\n## What t",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/258",
      "PublishedAt": "2026-06-04T12:32:17.000Z",
      "State": "open",
      "Comments": 10,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "test: add tests for graph_ui.render_graph_editor_html",
      "Excerpt": "## Problem\n\n`src/waggle/graph_ui.py::render_graph_editor_html` (lines 7-43) produces the HTML shell that loads Graph Studio. It has no tests. A regression in mode handling, asset versioning, or config injection would silently break the UI.\n\n## What to do\n\nCreate `tests/test_graph_ui.py` covering:\n\n1. **Default mode is \"edit\".** Calling with no `mode` arg produces HTML containing `\"mode\": \"edit\"`.\n2. **\"view\" mode is honored.** `mode=\"view\"` produces `\"mode\": \"view\"`.\n3. **Mode normalization.** `",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/241",
      "PublishedAt": "2026-06-04T07:34:55.000Z",
      "State": "open",
      "Comments": 9,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "test(config): cover invalid boolean environment values",
      "Excerpt": "## Goal\\nAdd a focused test for an invalid boolean environment value and assert the resulting configuration error identifies the variable.\\n\\n## Suggested files\\n- tests/test_config.py, src/waggle/config.py\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/672",
      "PublishedAt": "2026-08-12T07:06:24.000Z",
      "State": "open",
      "Comments": 8,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(graph): add a code-aware memory how-to with a pasted-code example",
      "Excerpt": "## Summary\n`observe_conversation` now extracts functions/classes from fenced code blocks and links them as ENTITY nodes (#419). A worked example would help contributors and users.\n\n## Task\n- Add an example to `docs/reference.md` showing a turn that contains a fenced ```python code block and the resulting code-entity node(s) + links.\n- Note the optional `code-analysis` extra (tree-sitter) and the regex fallback.\n\n## Acceptance criteria\n- Docs only; example reflects actual behavior.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/444",
      "PublishedAt": "2026-06-22T14:21:39.000Z",
      "State": "open",
      "Comments": 8,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs: add a 'How Waggle saves tokens' explainer page",
      "Excerpt": "## Problem\n\nNew users and contributors don't have a clear mental model of why persistent graph memory reduces token usage compared to stuffing raw conversation history into every prompt. A short explainer page would bridge that gap and give context for the token benchmark work (#214).\n\n## What to do\n\nCreate `docs/how-waggle-saves-tokens.md` that explains:\n\n1. **The problem**: LLMs have fixed context windows. Without memory, every turn must re-include prior conversation history. As conversations ",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/218",
      "PublishedAt": "2026-06-01T17:30:20.000Z",
      "State": "open",
      "Comments": 8,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "perf: lazy-import sentence-transformers and torch only when needed",
      "Excerpt": "## Problem\n\n`sentence-transformers` (and the `torch` it pulls in) is the slowest import in the whole codebase. Cold start of `waggle-mcp` is dominated by it, even when the user has set `WAGGLE_MODEL=deterministic` and never touches the real model.\n\nWe already lazy-load the model itself, but the imports happen at module level (or close to it). Every CLI invocation eats the import cost.\n\n## What to do\n\nAudit imports of these three packages and push them down to function-local imports wherever they",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/255",
      "PublishedAt": "2026-06-04T12:31:36.000Z",
      "State": "open",
      "Comments": 7,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "feature(graph-ui): add a legend for community colors and edge-confidence styles",
      "Excerpt": "## Summary\nGraph Studio now colors nodes by community and renders weak edges dashed/faded (#419), but there is no legend explaining the colors or line styles.\n\n## Task\n- Add a small legend panel (or inline key) in Graph Studio that, in community color mode, lists cluster colors, and always shows the edge-confidence styles (explicit / inferred / weak).\n- Keep it unobtrusive and consistent with the existing panel styling.\n\n## Acceptance criteria\n- Legend appears in `apps/mcp/graph-ui`; `npm run bu",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/443",
      "PublishedAt": "2026-06-22T14:21:36.000Z",
      "State": "open",
      "Comments": 6,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[bug] ImportError: cannot import name 'request_ctx' from mcp.server.lowlevel.server on fresh install (waggle-mcp 0.0.1, mcp 2.1.1)",
      "Excerpt": "### Summary\n\nRunning `waggle --help` immediately after a fresh pip install crashes with an ImportError. waggle/server.py imports `request_ctx` from \n`mcp.server.lowlevel.server`, but this name does not exist in mcp 2.1.1, the version currently resolved by pip when installing waggle-mcp. The CLI is completely unusable out of the box for new users.\n\n### Steps to reproduce\n\n1. pip install waggle-mcp\n2. waggle --help\n3. Observe ImportError instead of the expected help output\n\n### Expected behavior\n\n",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/704",
      "PublishedAt": "2026-08-28T16:18:58.000Z",
      "State": "open",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(errors): add troubleshooting links for common errors",
      "Excerpt": "## Goal\\nAdd a compact mapping from a few common validation or connection errors to the relevant setup or security documentation.\\n\\n## Suggested files\\n- docs/install/troubleshooting.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/671",
      "PublishedAt": "2026-08-12T07:06:24.000Z",
      "State": "open",
      "Comments": 3,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(repository): add test-directory navigation note",
      "Excerpt": "## Goal\\nAdd a short guide to the test-directory conventions, including where protocol, graph, and integration tests live.\\n\\n## Suggested files\\n- docs/repository-map.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/673",
      "PublishedAt": "2026-08-12T07:06:24.000Z",
      "State": "open",
      "Comments": 5,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(extensions): add extension compatibility table",
      "Excerpt": "## Goal\\nAdd a small table linking each supported editor or client to its setup page and supported transport mode.\\n\\n## Suggested files\\n- docs/install/README.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/669",
      "PublishedAt": "2026-08-12T07:06:24.000Z",
      "State": "open",
      "Comments": 3,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "test(logging): cover newline-safe structured fields",
      "Excerpt": "## Goal\\nAdd coverage for a structured log field containing newlines and assert the emitted record remains parseable and does not create extra log entries.\\n\\n## Suggested files\\n- tests/test_logging_utils.py, src/waggle/logging_utils.py\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/670",
      "PublishedAt": "2026-08-12T07:06:24.000Z",
      "State": "open",
      "Comments": 5,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(rlm): add a local Ollama setup example",
      "Excerpt": "## Goal\\nAdd a minimal local Ollama configuration example that names the required model setting and expected command shape.\\n\\n## Suggested files\\n- README.md or src/rlm documentation\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/664",
      "PublishedAt": "2026-08-12T07:06:22.000Z",
      "State": "open",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(deployment): explain SQLite backup expectations",
      "Excerpt": "## Goal\\nAdd a short section explaining what SQLite files should be backed up, when to stop writes, and where to find the existing restore guidance.\\n\\n## Suggested files\\n- docs/deployment/production.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/666",
      "PublishedAt": "2026-08-12T07:06:22.000Z",
      "State": "open",
      "Comments": 3,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "test(cli): cover help output for a maintenance command",
      "Excerpt": "## Goal\\nChoose one existing maintenance subcommand and add a focused test confirming --help exits successfully and includes its key option.\\n\\n## Suggested files\\n- tests/test_server.py or relevant CLI tests\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/667",
      "PublishedAt": "2026-08-12T07:06:22.000Z",
      "State": "closed",
      "Comments": 2,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(security): link threat model from install docs",
      "Excerpt": "## Goal\\nAdd one clear link from installation guidance to the security model so self-hosting users can find the trust-boundary assumptions.\\n\\n## Suggested files\\n- docs/install/README.md, docs/security/security-model.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/668",
      "PublishedAt": "2026-08-12T07:06:22.000Z",
      "State": "open",
      "Comments": 2,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "test(auth): cover whitespace-only API key input",
      "Excerpt": "## Goal\\nAdd a validation regression test for whitespace-only API key input and assert it is rejected consistently.\\n\\n## Suggested files\\n- tests/test_auth.py, src/waggle/auth.py\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/665",
      "PublishedAt": "2026-08-12T07:06:22.000Z",
      "State": "open",
      "Comments": 4,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "tooling(markdown): ignore fenced code blocks in link checks",
      "Excerpt": "## Goal\\nAdd test coverage proving URL-like text inside fenced code blocks is not treated as a documentation link to validate.\\n\\n## Suggested files\\n- scripts/check_markdown_links.py, tests\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/662",
      "PublishedAt": "2026-08-12T07:06:20.000Z",
      "State": "open",
      "Comments": 2,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "tooling(labels): test unknown-label handling",
      "Excerpt": "## Goal\\nAdd a unit test that an unknown or malformed label entry produces a clear validation message rather than silently being skipped.\\n\\n## Suggested files\\n- tests/test_label_sync_script.py, scripts/sync_github_labels.py\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/661",
      "PublishedAt": "2026-08-12T07:06:20.000Z",
      "State": "open",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(rlm): add environment-variable quick reference",
      "Excerpt": "## Goal\\nAdd a compact table for the most common RLM environment variables and a link to the fuller configuration documentation.\\n\\n## Suggested files\\n- README.md or src/rlm documentation\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/663",
      "PublishedAt": "2026-08-12T07:06:20.000Z",
      "State": "open",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(project-memory): add a session-scope CLI example",
      "Excerpt": "## Goal\\nAdd one complete session-scope command example with project and session identifiers, plus a short explanation of the output.\\n\\n## Suggested files\\n- docs/project-memory-cli.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/657",
      "PublishedAt": "2026-08-12T07:06:18.000Z",
      "State": "open",
      "Comments": 2,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "docs(vscode): clarify local versus remote workspace setup",
      "Excerpt": "## Goal\\nExplain the difference between configuring Waggle for a local VS Code workspace and a remote development workspace.\\n\\n## Suggested files\\n- docs/install/vscode.md\\n\\n## Acceptance criteria\\n- The change stays focused on the stated scope.\\n- Documentation or tests are updated as appropriate.\\n- The relevant focused test or documentation validation passes.\\n\\nThis is intentionally scoped as a starter contribution.",
      "SourceUrl": "https://github.com/Abhigyan-Shekhar/Waggle-mcp/issues/656",
      "PublishedAt": "2026-08-12T07:06:18.000Z",
      "State": "open",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
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