From 3b2da7873f839bf062c06c7539fadd9df7a3e2b9 Mon Sep 17 00:00:00 2001 From: Ed_ Date: Sat, 21 Feb 2026 20:46:29 -0500 Subject: [PATCH] update context --- MainContext.md | 92 +++++++++++++++++++++++++++++++++--------------- config.toml | 2 +- dpg_layout.ini | 79 +++++++++++++++++++++++++++-------------- manual_slop.toml | 14 +++++--- 4 files changed, 126 insertions(+), 61 deletions(-) diff --git a/MainContext.md b/MainContext.md index 27a9b4d..8442317 100644 --- a/MainContext.md +++ b/MainContext.md @@ -1,4 +1,4 @@ -# Manual Slop +# Manual Slop ## Baseline @@ -24,21 +24,26 @@ Is a local GUI tool for manually curating and sending context to AI APIs. It agg - `aggregate.py` - reads config, collects files/screenshots/discussion, writes numbered `.md` files to `output_dir` - `shell_runner.py` - subprocess wrapper that runs PowerShell scripts sandboxed to `base_dir`, returns stdout/stderr/exit code as a string - `session_logger.py` - opens timestamped log files at session start; writes comms entries as JSON-L and tool calls as markdown; saves each AI-generated script as a `.ps1` file +- `project_manager.py` - per-project .toml load/save, entry serialisation (entry_to_str/str_to_entry with @timestamp support), default_project/default_discussion factories, migrate_from_legacy_config, flat_config for aggregate.run(), git helpers (get_git_commit, get_git_log) +- `theme.py` - palette definitions, font loading, scale, load_from_config/save_to_config - `gemini.py` - legacy standalone Gemini wrapper (not used by the main GUI; superseded by `ai_client.py`) -- `config.toml` - namespace, output_dir, files paths+base_dir, screenshots paths+base_dir, discussion history array, ai provider+model +- `file_cache.py` - stub; Anthropic Files API path removed; kept so stale imports don't break +- `config.toml` - global-only settings: [ai] provider+model, [theme] palette+font+scale, [projects] paths array + active path +- `manual_slop.toml` - per-project file: [project] name+git_dir, [output] namespace+output_dir, [files] base_dir+paths, [screenshots] base_dir+paths, [discussion] roles+active+[discussion.discussions.] git_commit+last_updated+history - `credentials.toml` - gemini api_key, anthropic api_key - `dpg_layout.ini` - Dear PyGui window layout file (auto-saved on exit, auto-loaded on startup); gitignore this per-user **GUI Panels:** -- **Config** - namespace, output dir, save +- **Projects** - active project name display (green), git directory input + Browse button, scrollable list of loaded project paths (click name to switch, x to remove), Add Project / New Project / Save All buttons +- **Config** - namespace, output dir, save (these are project-level fields from the active .toml) - **Files** - base_dir, scrollable path list with remove, add file(s), add wildcard - **Screenshots** - base_dir, scrollable path list with remove, add screenshot(s) -- **Discussion History** - structured block editor; each entry has a role combo (User/AI/Vendor API/System) and a multiline content field; buttons: Insert Before, Remove per entry; global buttons: + Entry, Clear All, Save; `-> History` buttons on Message and Response panels append the current message/response as a new entry +- **Discussion History** - discussion selector (collapsible header): listbox of named discussions, git commit + last_updated display, Update Commit button, Create/Rename/Delete buttons with name input; structured entry editor: each entry has collapse toggle (-/+), role combo, timestamp display, multiline content field; per-entry Ins/Del buttons when collapsed; global toolbar: + Entry, -All, +All, Clear All, Save; collapsible **Roles** sub-section; -> History buttons on Message and Response panels append current message/response as new entry with timestamp - **Provider** - provider combo (gemini/anthropic), model listbox populated from API, fetch models button -- **Message** - multiline input, Gen+Send button, MD Only button, Reset session button -- **Response** - readonly multiline displaying last AI response -- **Tool Calls** - scrollable log of every PowerShell tool call the AI made; shows first line of script + result (script body omitted from display, full script saved to `.ps1` file via session_logger); Clear button -- **Comms History** - rich structured live log of every API interaction; status line at top; colour legend; Clear button; each entry rendered with kind-specific layout rather than raw JSON +- **Message** - multiline input, Gen+Send button, MD Only button, Reset session button, -> History button +- **Response** - readonly multiline displaying last AI response, -> History button +- **Tool Calls** - scrollable log of every PowerShell tool call the AI made; Clear button +- **Comms History** - rich structured live log of every API interaction; status line at top; colour legend; Clear button **Layout persistence:** - `dpg.configure_app(..., init_file="dpg_layout.ini")` loads the ini at startup if it exists; DPG silently ignores a missing file @@ -47,6 +52,33 @@ Is a local GUI tool for manually curating and sending context to AI APIs. It agg - First run (no ini) uses the hardcoded `pos=` defaults in `_build_ui()`; after that the ini takes over - Delete `dpg_layout.ini` to reset to defaults +**Project management:** +- `config.toml` is global-only: `[ai]`, `[theme]`, `[projects]` (paths list + active path). No project data lives here. +- Each project has its own `.toml` file (e.g. `manual_slop.toml`). Multiple project tomls can be registered by path. +- `App.__init__` loads global config, then loads the active project `.toml` via `project_manager.load_project()`. Falls back to `migrate_from_legacy_config()` if no valid project file exists, creating a new `.toml` automatically. +- `_flush_to_project()` pulls widget values into `self.project` (the per-project dict) and serialises disc_entries into the active discussion's history list +- `_flush_to_config()` writes global settings ([ai], [theme], [projects]) into `self.config` +- `_save_active_project()` writes `self.project` to the active `.toml` path via `project_manager.save_project()` +- `_do_generate()` calls both flush methods, saves both files, then uses `project_manager.flat_config()` to produce the dict that `aggregate.run()` expects — so `aggregate.py` needs zero changes +- Switching projects: saves current project, loads new one, refreshes all GUI state, resets AI session +- New project: file dialog for save path, creates default project structure, saves it, switches to it + +**Discussion management (per-project):** +- Each project `.toml` stores one or more named discussions under `[discussion.discussions.]` +- Each discussion has: `git_commit` (str), `last_updated` (ISO timestamp), `history` (list of serialised entry strings) +- `active` key in `[discussion]` tracks which discussion is currently selected +- Creating a discussion: adds a new empty discussion dict via `default_discussion()`, switches to it +- Renaming: moves the dict to a new key, updates `active` if it was the current one +- Deleting: removes the dict; cannot delete the last discussion; switches to first remaining if active was deleted +- Switching: flushes current entries to project, loads new discussion's history, rebuilds disc list +- Update Commit button: runs `git rev-parse HEAD` in the project's `git_dir` and stores result + timestamp in the active discussion +- Timestamps: each disc entry carries a `ts` field (ISO datetime); shown next to the role combo; new entries from `-> History` or `+ Entry` get `now_ts()` + +**Entry serialisation (project_manager):** +- `entry_to_str(entry)` → `"@\n:\n"` (or `":\n"` if no ts) +- `str_to_entry(raw, roles)` → parses optional `@` prefix, then role line, then content; returns `{role, content, collapsed, ts}` +- Round-trips correctly through TOML string arrays; handles legacy entries without timestamps + **AI Tool Use (PowerShell):** - Both Gemini and Anthropic are configured with a `run_powershell` tool/function declaration - When the AI wants to edit or create files it emits a tool call with a `script` string @@ -58,6 +90,12 @@ Is a local GUI tool for manually curating and sending context to AI APIs. It agg - Rejections return `"USER REJECTED: command was not executed"` to the AI - All tool calls (script + result/rejection) are appended to `_tool_log` and displayed in the Tool Calls panel +**Anthropic bug fixes applied (session history):** +- Bug 1: SDK ContentBlock objects now converted to plain dicts via `_content_block_to_dict()` before storing in `_anthropic_history`; prevents re-serialisation failures on subsequent tool-use rounds +- Bug 2: `_repair_anthropic_history` simplified to dict-only path since history always contains dicts +- Bug 3: Gemini part.function_call access now guarded with `hasattr` check +- Bug 4: Anthropic `b.type == "tool_use"` changed to `getattr(b, "type", None) == "tool_use"` for safe access during response processing + **Comms Log (ai_client.py):** - `_comms_log: list[dict]` accumulates every API interaction during a session - `_append_comms(direction, kind, payload)` called at each boundary: OUT/request before sending, IN/response after each model reply, OUT/tool_call before executing, IN/tool_result after executing, OUT/tool_result_send when returning results to the model @@ -65,11 +103,11 @@ Is a local GUI tool for manually curating and sending context to AI APIs. It agg - Anthropic responses also include `usage` (input_tokens, output_tokens, cache_creation_input_tokens, cache_read_input_tokens) and `stop_reason` in payload - `get_comms_log()` returns a snapshot; `clear_comms_log()` empties it - `comms_log_callback` (injected by gui.py) is called from the background thread with each new entry; gui queues entries in `_pending_comms` (lock-protected) and flushes them to the DPG panel each render frame -- `MAX_FIELD_CHARS = 400` in ai_client (unused in display logic; kept as reference); `COMMS_CLAMP_CHARS = 300` in gui.py governs the display cutoff for heavy text fields +- `COMMS_CLAMP_CHARS = 300` in gui.py governs the display cutoff for heavy text fields **Comms History panel — rich structured rendering (gui.py):** -Rather than showing raw JSON, each comms entry is rendered using a kind-specific renderer function. Unknown kinds fall back to a generic key/value layout. +Rather than showing raw JSON, each comms entry is rendered using a kind-specific renderer function. Unknown kinds fall back to a generic key/value layout. Colour maps: - Direction: OUT = blue-ish `(100,200,255)`, IN = green-ish `(140,255,160)` @@ -92,14 +130,11 @@ Kind-specific renderers (in `_KIND_RENDERERS` dict, dispatched by `_render_comms Entry layout: index + timestamp + direction + kind + provider/model header row, then payload rendered by the appropriate function, then a separator line. -Status line and colour legend live at the top of the Comms History window (above the scrollable child window `comms_scroll`). - **Session Logger (session_logger.py):** - `open_session()` called once at GUI startup; creates `logs/` and `scripts/generated/` directories; opens `logs/comms_.log` and `logs/toolcalls_.log` (line-buffered) - `log_comms(entry)` appends each comms entry as a JSON-L line to the comms log; called from `App._on_comms_entry` (background thread); thread-safe via GIL + line buffering -- `log_tool_call(script, result, script_path)` writes the script to `scripts/generated/_.ps1` and appends a markdown record to the toolcalls log **without** the script body (just the file path + result), keeping the log readable; uses a `threading.Lock` for the sequence counter +- `log_tool_call(script, result, script_path)` writes the script to `scripts/generated/_.ps1` and appends a markdown record to the toolcalls log without the script body (just the file path + result); uses a `threading.Lock` for the sequence counter - `close_session()` flushes and closes both file handles; called just before `dpg.destroy_context()` -- `_on_tool_log` in `App` is wired to `ai_client.tool_log_callback` and calls `session_logger.log_tool_call` **Anthropic prompt caching:** - System prompt sent as an array with `cache_control: ephemeral` on the text block @@ -108,18 +143,20 @@ Status line and colour legend live at the top of the Comms History window (above - Cache stats (creation tokens, read tokens) are surfaced in the comms log usage dict and displayed in the Comms History panel **Data flow:** -1. GUI edits are held in `App` state lists (`self.files`, `self.screenshots`, `self.history`) and dpg widget values -2. `_flush_to_config()` pulls all widget values into `self.config` dict -3. `_do_generate()` calls `_flush_to_config()`, saves `config.toml`, calls `aggregate.run(config)` which writes the md and returns `(markdown_str, path)` -4. `cb_generate_send()` calls `_do_generate()` then threads a call to `ai_client.send(md, message, base_dir)` -5. `ai_client.send()` prepends the md as a `` block to the user message and sends via the active provider chat session -6. If the AI responds with tool calls, the loop handles them (with GUI confirmation) before returning the final text response -7. Sessions are stateful within a run (chat history maintained), `Reset` clears them, the tool log, and the comms log +1. GUI edits are held in `App` state (`self.files`, `self.screenshots`, `self.disc_entries`, `self.project`) and dpg widget values +2. `_flush_to_project()` pulls all widget values into `self.project` dict (per-project data) +3. `_flush_to_config()` pulls global settings into `self.config` dict +4. `_do_generate()` calls both flush methods, saves both files, calls `project_manager.flat_config(self.project, disc_name)` to produce a dict for `aggregate.run()`, which writes the md and returns `(markdown_str, path, file_items)` +5. `cb_generate_send()` calls `_do_generate()` then threads a call to `ai_client.send(md, message, base_dir)` +6. `ai_client.send()` prepends the md as a `` block to the user message and sends via the active provider chat session +7. If the AI responds with tool calls, the loop handles them (with GUI confirmation) before returning the final text response +8. Sessions are stateful within a run (chat history maintained), `Reset` clears them, the tool log, and the comms log **Config persistence:** -- Every send and save writes `config.toml` with current state including selected provider and model under `[ai]` -- Discussion history is stored as a TOML array of strings in `[discussion] history` -- File and screenshot paths are stored as TOML arrays, support absolute paths, relative paths from base_dir, and `**/*` wildcards +- `config.toml` — global only: `[ai]` provider+model, `[theme]` palette+font+scale, `[projects]` paths array + active path +- `.toml` — per-project: output, files, screenshots, discussion (roles, active discussion name, all named discussions with their history+metadata) +- On every send and save, both files are written +- On clean exit, `run()` calls `_flush_to_project()`, `_save_active_project()`, `_flush_to_config()`, `save_config()` before destroying context **Threading model:** - DPG render loop runs on the main thread @@ -135,11 +172,8 @@ Status line and colour legend live at the top of the Comms History window (above **Known extension points:** - Add more providers by adding a section to `credentials.toml`, a `_list_*` and `_send_*` function in `ai_client.py`, and the provider name to the `PROVIDERS` list in `gui.py` -- System prompt support could be added as a field in `config.toml` and passed in `ai_client.send()` +- System prompt support could be added as a field in the project `.toml` and passed in `ai_client.send()` - Discussion history excerpts could be individually toggleable for inclusion in the generated md - `MAX_TOOL_ROUNDS` in `ai_client.py` caps agentic loops at 5 rounds; adjustable - `COMMS_CLAMP_CHARS` in `gui.py` controls the character threshold for clamping heavy payload fields in the Comms History panel - - -**Discussion History panel (updated):** -- **Discussion History** - structured block editor; each entry has a collapse toggle (-/+), a role combo (populated from disc_roles config list), and a multiline content field; per-entry buttons: Ins (insert before), Del (remove); global toolbar buttons: + Entry, -All (collapse all), +All (expand all), Clear All, Save; collapsible **Roles** sub-section lets you add/remove role names which are persisted to config.toml [discussion] roles; -> History buttons on Message and Response panels append the current message/response as a new entry (collapsed=False) \ No newline at end of file +- Additional project metadata (description, tags, created date) could be added to `[project]` in the per-project toml \ No newline at end of file diff --git a/config.toml b/config.toml index 4a0356f..0820477 100644 --- a/config.toml +++ b/config.toml @@ -1,6 +1,6 @@ [ai] provider = "anthropic" -model = "claude-sonnet-4-6" +model = "claude-opus-4-6" [theme] palette = "10x Dark" diff --git a/dpg_layout.ini b/dpg_layout.ini index 13d5ce2..3f33373 100644 --- a/dpg_layout.ini +++ b/dpg_layout.ini @@ -1,6 +1,6 @@ [Window][WindowOverViewport_11111111] Pos=0,0 -Size=3840,2137 +Size=2693,1624 Collapsed=0 [Window][Debug##Default] @@ -10,7 +10,7 @@ Collapsed=0 [Window][###22] Pos=0,0 -Size=473,417 +Size=473,381 Collapsed=0 DockId=0x00000013,1 @@ -46,7 +46,7 @@ DockId=0x0000002A,0 [Window][###103] Pos=475,0 -Size=1102,2137 +Size=481,1624 Collapsed=0 DockId=0x00000011,1 @@ -90,13 +90,13 @@ DockId=0x00000017,0 [Window][###83] Pos=475,0 -Size=1102,2137 +Size=481,1624 Collapsed=0 DockId=0x00000011,0 [Window][###91] -Pos=2817,1071 -Size=1023,1066 +Pos=1890,814 +Size=803,810 Collapsed=0 DockId=0x00000040,0 @@ -241,7 +241,7 @@ DockId=0x0000001A,0 [Window][###109] Pos=475,0 -Size=1102,2137 +Size=481,1624 Collapsed=0 DockId=0x00000011,2 @@ -675,7 +675,7 @@ DockId=0x00000035,0 [Window][###125] Pos=0,0 -Size=473,417 +Size=473,381 Collapsed=0 DockId=0x00000013,0 @@ -871,36 +871,61 @@ Collapsed=0 [Window][###36] Pos=0,0 -Size=473,417 +Size=473,381 Collapsed=0 DockId=0x00000013,2 [Window][###43] -Pos=0,419 -Size=473,781 +Pos=0,383 +Size=473,640 Collapsed=0 DockId=0x00000014,0 [Window][###55] -Pos=0,1202 -Size=473,935 +Pos=0,1025 +Size=473,599 Collapsed=0 DockId=0x0000001C,0 [Window][###65] -Pos=1579,0 -Size=1236,2137 +Pos=958,0 +Size=930,1624 Collapsed=0 DockId=0x00000037,0 [Window][###99] -Pos=2817,0 -Size=1023,1069 +Pos=1890,0 +Size=803,812 Collapsed=0 DockId=0x0000003F,0 +[Window][###337] +Pos=1004,506 +Size=950,545 +Collapsed=0 + +[Window][###541] +Pos=1004,611 +Size=700,440 +Collapsed=0 + +[Window][###781] +Pos=1004,611 +Size=1489,923 +Collapsed=0 + +[Window][###1104] +Pos=1004,611 +Size=1398,934 +Collapsed=0 + +[Window][###1255] +Pos=1004,611 +Size=1370,875 +Collapsed=0 + [Docking][Data] -DockSpace ID=0x7C6B3D9B Window=0xA87D555D Pos=0,0 Size=3840,2137 Split=X Selected=0x40484D8F +DockSpace ID=0x7C6B3D9B Window=0xA87D555D Pos=0,0 Size=2693,1624 Split=X Selected=0x40484D8F DockNode ID=0x00000003 Parent=0x7C6B3D9B SizeRef=473,1161 Split=Y Selected=0xEE087978 DockNode ID=0x00000005 Parent=0x00000003 SizeRef=235,779 Split=Y Selected=0xEE087978 DockNode ID=0x0000002D Parent=0x00000005 SizeRef=374,239 Split=Y Selected=0xEE087978 @@ -908,10 +933,10 @@ DockSpace ID=0x7C6B3D9B Window=0xA87D555D Pos=0,0 Si DockNode ID=0x00000033 Parent=0x0000002F SizeRef=394,253 Split=Y Selected=0xEE087978 DockNode ID=0x00000039 Parent=0x00000033 SizeRef=498,410 Split=Y Selected=0xEE087978 DockNode ID=0x0000003D Parent=0x00000039 SizeRef=498,409 Split=Y Selected=0xD0D40C1D - DockNode ID=0x0000001B Parent=0x0000003D SizeRef=473,1200 Split=Y Selected=0xD0D40C1D - DockNode ID=0x00000013 Parent=0x0000001B SizeRef=473,417 Selected=0xEE087978 - DockNode ID=0x00000014 Parent=0x0000001B SizeRef=473,781 Selected=0x0531B3D5 - DockNode ID=0x0000001C Parent=0x0000003D SizeRef=473,935 Selected=0x412D95D0 + DockNode ID=0x0000001B Parent=0x0000003D SizeRef=473,1023 Split=Y Selected=0xD0D40C1D + DockNode ID=0x00000013 Parent=0x0000001B SizeRef=473,381 Selected=0x0D80EC84 + DockNode ID=0x00000014 Parent=0x0000001B SizeRef=473,640 Selected=0x0531B3D5 + DockNode ID=0x0000001C Parent=0x0000003D SizeRef=473,599 Selected=0x412D95D0 DockNode ID=0x0000003E Parent=0x00000039 SizeRef=498,368 Selected=0x2349CB28 DockNode ID=0x0000003A Parent=0x00000033 SizeRef=498,240 Selected=0x2DE5F58C DockNode ID=0x00000034 Parent=0x0000002F SizeRef=394,397 Selected=0xE5057AFC @@ -932,10 +957,10 @@ DockSpace ID=0x7C6B3D9B Window=0xA87D555D Pos=0,0 Si DockNode ID=0x00000001 Parent=0x00000004 SizeRef=1885,1161 Split=Y Selected=0x40484D8F DockNode ID=0x00000007 Parent=0x00000001 SizeRef=595,492 Selected=0xBA13FCDE DockNode ID=0x00000008 Parent=0x00000001 SizeRef=595,1643 Split=X Selected=0x40484D8F - DockNode ID=0x0000000F Parent=0x00000008 SizeRef=1102,2137 Split=Y Selected=0x07E8375F - DockNode ID=0x00000011 Parent=0x0000000F SizeRef=835,425 Selected=0x72F373AE + DockNode ID=0x0000000F Parent=0x00000008 SizeRef=481,2137 Split=Y Selected=0x07E8375F + DockNode ID=0x00000011 Parent=0x0000000F SizeRef=835,425 Selected=0x85B8A08E DockNode ID=0x00000012 Parent=0x0000000F SizeRef=835,1710 Selected=0xC6DC3F21 - DockNode ID=0x00000010 Parent=0x00000008 SizeRef=781,2137 Split=X Selected=0xCE7F911A + DockNode ID=0x00000010 Parent=0x00000008 SizeRef=1735,2137 Split=X Selected=0xCE7F911A DockNode ID=0x00000017 Parent=0x00000010 SizeRef=1314,1749 Selected=0x4B454E0B DockNode ID=0x00000018 Parent=0x00000010 SizeRef=1309,1749 Split=Y Selected=0x88A8C2FF DockNode ID=0x00000019 Parent=0x00000018 SizeRef=2440,1412 Split=X Selected=0x88A8C2FF @@ -946,8 +971,8 @@ DockSpace ID=0x7C6B3D9B Window=0xA87D555D Pos=0,0 Si DockNode ID=0x00000036 Parent=0x00000029 SizeRef=2500,977 Split=Y Selected=0xF5102835 DockNode ID=0x0000001F Parent=0x00000036 SizeRef=1325,1069 Split=Y Selected=0xBFA03094 DockNode ID=0x00000031 Parent=0x0000001F SizeRef=1519,1069 Split=X Selected=0xC7B9E77E - DockNode ID=0x00000037 Parent=0x00000031 SizeRef=1236,2137 CentralNode=1 Selected=0xC7B9E77E - DockNode ID=0x00000038 Parent=0x00000031 SizeRef=1023,2137 Split=Y Selected=0xF31FB8AA + DockNode ID=0x00000037 Parent=0x00000031 SizeRef=930,2137 CentralNode=1 Selected=0xC7B9E77E + DockNode ID=0x00000038 Parent=0x00000031 SizeRef=803,2137 Split=Y Selected=0xF31FB8AA DockNode ID=0x0000003F Parent=0x00000038 SizeRef=1023,1069 Selected=0xF31FB8AA DockNode ID=0x00000040 Parent=0x00000038 SizeRef=1023,1066 Selected=0xC36FF36B DockNode ID=0x00000032 Parent=0x0000001F SizeRef=1519,1066 Selected=0xB674B79A diff --git a/manual_slop.toml b/manual_slop.toml index a9d4cc5..e434c4a 100644 --- a/manual_slop.toml +++ b/manual_slop.toml @@ -26,7 +26,9 @@ paths = [ [screenshots] base_dir = "C:/Users/Ed/scoop/apps/sharex/current/ShareX/Screenshots/2026-02" -paths = [] +paths = [ + "C:/Users/Ed/scoop/apps/sharex/current/ShareX/Screenshots/2026-02/ShareX_2026-02-21_20-46-07.png", +] [discussion] roles = [ @@ -38,14 +40,18 @@ roles = [ active = "main" [discussion.discussions.main] -git_commit = "" -last_updated = "2026-02-21T19:26:54" +git_commit = "c101d7b7d17b9d00a442e4e5196c7201c6c6b533" +last_updated = "2026-02-21T20:46:22" history = [ "User:\nLets add multiple project support. currently this project would be the \"manual_slop\" project. \nI need to make a separate \"manual_slop.toml\" for this and offload things that would be within a per project to it.\nI also want to have several discussion histories that I can label. \nThis would allow me to stash and continue separate effort's histories..\nIt would be important if these discussions saved the last git commit they were on. (I'll need a buton to manually update it).\nAnd timestamps on each discussion entry to give an idea of the duration involved and \nhow the project has evolved since the discussion stream's effort was last done.\nBasically preserve context so ai can use that as valuable information in its working memory.\n\nTo load a project I'll need to hoist it into the config by providing the path.\nMaybe allow multiple project tomls to be specified path wise in the array.", "User:\nOk your started to work on multiple-project support, you added project_manager.py and manaual_slop.toml, its not being used yet. the rest of the codebase hasn't intergrated with the changes.\nThere might be something wrong with powershell tool use. If you suspect so try to fix that but otherwise lets finish the support for multiple projects.", "AI:\nGood. Now the big one — rewriting `gui.py`. The integration points are:\n\n- Load/save via `project_manager` instead of raw `config.toml` for project data\n- A **Projects** panel: list of loaded project paths, add/remove, switch active project, \"New Project\" button\n- A **Discussions** sub-section inside Discussion History panel: list named discussions, create/rename/delete/switch active, show git commit + timestamp, \"Update Commit\" button\n- `disc_entries` timestamps wired up via `entry_to_str`/`str_to_entry`\n- `_flush_to_project()` saves to the active `.toml`; `_flush_to_config()` saves global config only", "User:\nSure do it, I can't restart the program till you do those changes cause otherwise the config will not work.", "AI:\nI have a full picture of the current state. The plan is clear. I'll write the new `gui.py` as a Python script to avoid all PowerShell string-escaping issues — this is a full rewrite of that file since the integration touches nearly every part of it.\n\nKey changes:\n- `App.__init__` loads from `config.toml` for global settings (`[ai]`, `[theme]`, `[projects]`), then loads the active project `.toml` via `project_manager`\n- `_flush_to_project()` / `_flush_to_config()` save to the right places\n- **Projects panel** (`win_projects`): list of project paths from `config.toml [projects]`, add/remove, switch active — reloads all project-derived state\n- **Discussion selector** inside the Discussion History panel: list named discussions, create new, rename, delete, switch — each has git commit + last_updated shown, \"Update Commit\" button\n- `disc_entries` now round-trips through `project_manager.entry_to_str` / `str_to_entry` (preserving `@timestamp` lines)\n- New entries get a `ts` stamp when appended via `-> History`", - "User:\nfor the love of god. please just finish the todos, I tired to fix a bug with the way your able to use tooling, hopefully its fixed\n\nOpus helped me:\nBug 1 — Anthropic SDK objects stored as-is in history (the main tool use bug): response.content contains Anthropic SDK ContentBlock objects (not dicts). These were stored directly into _anthropic_history. On subsequent API calls, the SDK would try to re-serialize these objects alongside plain dicts, causing failures — especially after tool use rounds where the history gets complex. Fixed by adding _content_block_to_dict() and calling [_content_block_to_dict(b) for b in response.content] before storing.\n\nBug 2 — _repair_anthropic_history tried to handle SDK objects but history now always has dicts: The old code had a dual path (isinstance(block, dict) vs getattr(block, \"type\", None)) to handle both dicts and SDK objects. Since we now always store dicts, I simplified it to only check dicts, removing the dead code path that could mask issues.\n\nBug 3 — Gemini function_call access without hasattr guard: The tool call list comprehension did part.function_call is not None without first checking hasattr(part, \"function_call\"). Added the hasattr guard to match the pattern used for part.text.\n\nBug 4 — Anthropic b.type == \"tool_use\" direct attribute access: Changed to getattr(b, \"type\", None) == \"tool_use\" for safer access on SDK content blocks during the response processing loop (before they get converted to dicts).\n\n---\nSo lets get back to supporting multiple projects thanks.\n", + "User:\nfor the love of god. please just finish the todos, I tired to fix a bug with the way your able to use tooling, hopefully its fixed\n\nOpus helped me:\nBug 1 — Anthropic SDK objects stored as-is in history (the main tool use bug): response.content contains Anthropic SDK ContentBlock objects (not dicts). These were stored directly into _anthropic_history. On subsequent API calls, the SDK would try to re-serialize these objects alongside plain dicts, causing failures — especially after tool use rounds where the history gets complex. Fixed by adding _content_block_to_dict() and calling [_content_block_to_dict(b) for b in response.content] before storing.\n\nBug 2 — _repair_anthropic_history tried to handle SDK objects but history now always has dicts: The old code had a dual path (isinstance(block, dict) vs getattr(block, \"type\", None)) to handle both dicts and SDK objects. Since we now always store dicts, I simplified it to only check dicts, removing the dead code path that could mask issues.\n\nBug 3 — Gemini function_call access without hasattr guard: The tool call list comprehension did part.function_call is not None without first checking hasattr(part, \"function_call\"). Added the hasattr guard to match the pattern used for part.text.\n\nBug 4 — Anthropic b.type == \"tool_use\" direct attribute access: Changed to getattr(b, \"type\", None) == \"tool_use\" for safer access on SDK content blocks during the response processing loop (before they get converted to dicts).\n\n---\nSo lets get back to supporting multiple projects thanks.", "AI:\nPowerShell is collapsing the string interpolation. I'll write it as a `.py` file instead.", + "@2026-02-21T20:41:36\nUser:\nSo I did it with anythingllm frontend instead. \n\nLets update MainContext.md.\n\nSummary of what changed:\n\n- config.toml — now global-only: [ai], [theme], [projects] (paths list + active path). All project data removed.\n- gui.py — App.__init__ — loads global config, then loads the active project .toml via project_manager.load_project(). Falls back to migrate_from_legacy_config() if no valid project file exists.\n- _flush_to_project() / _flush_to_config() — split into two methods. _flush_to_project() writes widget values into self.project (the per-project dict). _flush_to_config() writes global settings ([ai], [theme], [projects]) into self.config.\n- _do_generate() — uses project_manager.flat_config() to produce the dict that aggregate.run() expects, so aggregate.py needs zero changes.\n- Projects panel — new win_projects window with: active project name display, git directory input, scrollable list of project paths (click to switch, x to remove), Add Project / New Project / Save All buttons.\n- Discussion selector — collapsible section inside Discussion History panel with: listbox of named discussions, git commit + last_updated display, Update Commit button, Create/Rename/Delete buttons with a name input field.\n- Timestamps — new entries get ts via project_manager.now_ts(). Displayed next to the role combo in the disc entry list. Round-tripped through entry_to_str/str_to_entry.\n- On exit — run() now saves both project and global config before destroying context, so nothing is lost on clean close.\n\n", + "@2026-02-21T20:41:37\nVendor API:\nERROR: 'NoneType' object has no attribute 'messages'", + "@2026-02-21T20:43:31\nUser:\nYou got an error when attempting to modify the markdown file wth powershell...\n\nScript used:\n```ps1\n[Omitted becuase issue was already resolved]\n```", + "@2026-02-21T20:44:45\nAI:\n`MainContext.md` has been successfully updated. Here's a summary of what changed:\n\n**Sections updated:**\n\n1. **Files** — Added `project_manager.py`, `theme.py`, `config.toml` (now described as global-only), `manual_slop.toml` (per-project). Removed the old description of `config.toml` as holding all project data.\n\n2. **GUI Panels** — Added the **Projects** panel description. Updated **Discussion History** to include the discussion selector (collapsible header with listbox, git commit/timestamp display, Update Commit, Create/Rename/Delete), collapse toggle, timestamps, and the `-> History` button descriptions on Message/Response panels.\n\n3. **Project management** — New section describing the split config model, `_flush_to_project()`/`_flush_to_config()`, project switching, and new project creation.\n\n4. **Discussion management** — New section covering named discussions, create/rename/delete/switch, git commit tracking, and timestamps.\n\n5. **Entry serialisation** — New section documenting `entry_to_str`/`str_to_entry` round-trip format with `@timestamp` prefix.\n\n6. **Data flow** — Updated to reflect `self.project`/`self.disc_entries`, the two flush methods, `project_manager.flat_config()` producing the dict for `aggregate.run()`.\n\n7. **Config persistence** — Replaced with the new split model: `config.toml` (global) + `.toml` (per-project), both saved on send/save/exit.\n\n8. **Anthropic bug fixes** — New section documenting the 4 SDK bugs that were fixed.", ]