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Short answer\n\nYes — your theory is plausible. A long, “production-readiness” `AGENTS.md` can absolutely drag down early-stage AI-assisted feature exploration if it is injected into every turn, treated as always-current priority context, or interpreted as requiring polished, merge-ready code at every intermediate step.\n\nThe Gramps file is not unreasonable as a **pre-merge contribution policy**, but it is heavy as a **brainstorming / proof-of-concept policy**. GitHub shows the current `AGENTS.md` as **313 lines / 11.4 KB**, and it includes commands, architecture, CI, formatting, type hints, docstrings, import grouping, class headers, logging, i18n, testing, commit-message rules, translation-file rules, error handling, branch rules, and PR rules. That is a lot of policy to carry while merely exploring an idea. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n---\n\n## Why the theory makes sense\n\n### 1. `AGENTS.md` likely consumes context before the feature idea even starts\n\nIf the agent reads the full Gramps `AGENTS.md` at the start of every coding task, then some of the model’s working context is consumed by rules that may not matter yet.\n\nFor example, during early brainstorming, the agent probably does **not** need to think about:\n\n- exact commit-message syntax,\n- Mantis BT closing keywords,\n- PR branch-source policy,\n- full GPL file-header text,\n- translation-file bookkeeping,\n- whether pylint score remains above 9,\n- exact import-banner formatting,\n- final CI command ordering.\n\nYet those rules are in the same top-level document as genuinely important architectural constraints, such as `gramps/gen/` having no GUI/plugin dependencies. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\nThat means a “sketch a feature” interaction may be burdened with the same context as a “prepare this branch for merge” interaction.\n\n---\n\n### 2. The rules mix three different phases of work\n\nThe current document blends rules for at least three distinct phases:\n\n#### A. Exploration / design\n\nUseful here:\n\n- package architecture,\n- where likely files live,\n- plugin system overview,\n- database backend overview,\n- import-boundary rule for `gramps/gen`.\n\nThe architecture section describes the main packages — `gramps/gen/`, `gramps/gui/`, `gramps/plugins/`, and `gramps/cli/` — which is genuinely useful even for early feature planning. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### B. Implementation\n\nUseful here:\n\n- Black formatting,\n- type-hint style,\n- docstrings,\n- import grouping,\n- logging,\n- i18n,\n- testing expectations,\n- error handling.\n\nThe code-style section includes many implementation rules, including Black, type hints, docstrings, import grouping, PEP 8, pylint, class headers, callbacks, logging, and internationalization. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### C. Publication / merge readiness\n\nUseful here:\n\n- CI commands,\n- full test suite,\n- translation-file updates,\n- commit-message format,\n- branch merge policy,\n- PR source policy.\n\nThe commit-message and PR sections are important for project maintenance, but they are not relevant while an agent is still exploring a prototype. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\nThe problem is not that these rules are wrong. The problem is that they are **not staged**.\n\n---\n\n### 3. The document encourages “final form” behavior too early\n\nYour phrase — “each step has to be polished as though it was ready for public ready” — is exactly the risk.\n\nThe current AGENTS file says, for example:\n\n- all functions and methods must have type hints,\n- all functions and methods must have docstrings,\n- changed Python files must be Black-formatted,\n- new code should be run through pylint,\n- tests should cover happy paths, errors, and edge cases,\n- new `.py` files need the full license header,\n- translation-file lists must be updated when adding/removing Python files. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\nThose are good final-quality rules. But if the AI applies all of them during the first rough version of a feature, then every iteration becomes expensive:\n\n- It writes more boilerplate.\n- It spends time explaining compliance.\n- It may prematurely create tests.\n- It may avoid radical changes because they would require updating too many surrounding conventions.\n- It may burn context on formatting and policy rather than feature behavior.\n\nThat can easily reduce “number of useful iterations” before context exhaustion.\n\n---\n\n## Important nuance: the issue may be policy application, not the policy itself\n\nI would not say “Gramps should not have an `AGENTS.md`.” The project benefits from one. Gramps is a mature application with GUI code, plugins, database backends, translation requirements, and long-standing conventions. The agent does need guardrails.\n\nThe problem is more likely one of these:\n\n1. **The whole document is loaded too often.**\n2. **The whole document is treated as equally relevant at all times.**\n3. **The document does not distinguish prototype rules from merge-ready rules.**\n4. **The AI is not explicitly told what phase it is in.**\n5. **The instructions lack a “draft mode” or “proof-of-concept mode.”**\n\nSo your theory is strong, but I would phrase it as:\n\n> The Gramps `AGENTS.md` is probably optimized for contribution readiness, not for low-friction feature discovery. If agents apply it during every early iteration, it can impose premature polish costs and materially reduce useful development depth per context window.\n\n---\n\n## What I would change\n\n### 1. Add explicit development phases\n\nThe document could begin with something like:\n\n```md\n## Agent operating modes\n\n### Planning mode\nUse when discussing, designing, or sketching a feature.\nRequired:\n- Respect architecture boundaries.\n- Identify likely files/modules.\n- Avoid proposing changes that violate `gramps/gen` independence.\nNot required yet:\n- Full tests.\n- Black formatting.\n- Commit messages.\n- Translation-file updates.\n- Final docstrings.\n- PR rules.\n\n### Prototype mode\nUse when building a local proof of concept.\nRequired:\n- Keep code understandable.\n- Avoid broad unrelated rewrites.\n- Respect import boundaries and i18n for obvious user-visible strings.\nDeferred until cleanup:\n- Exhaustive tests.\n- Pylint score.\n- Final commit-message format.\n- Full CI.\n\n### Production mode\nUse before submitting a PR.\nRequired:\n- Apply all rules in this document.\n```\n\nThis would preserve standards while allowing early exploration to remain lightweight.\n\n---\n\n### 2. Put “always enforce” rules in a tiny section\n\nSome rules should apply even in prototype mode:\n\n```md\n## Always enforce\n\n- Do not break `gramps/gen` independence.\n- Do not introduce unsafe database migrations.\n- Do not use `print()` for lasting diagnostic output.\n- Do not add unrelated rewrites.\n- Do not bypass translation for final user-visible strings.\n- Prefer existing Gramps architecture and extension points.\n```\n\nThat gives agents guardrails without forcing every draft into full merge-ready shape.\n\n---\n\n### 3. Move late-stage rules to a “before PR” section\n\nRules like these are important, but late-stage:\n\n- run all tests,\n- run mypy,\n- run Black,\n- update POTFILES,\n- format commit messages for Mantis BT,\n- avoid branch merges,\n- submit PR from a fork.\n\nThe existing file includes all of these, but they should be clearly labeled as **pre-PR / finalization** tasks. The current CI section says the pipeline runs build wheel, mypy, and unit tests, while the Black workflow checks formatting. That belongs in a finalization checklist more than a brainstorming checklist. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\nSuggested wording:\n\n```md\n## Before opening a PR\n\nOnly apply this section when asked to prepare a final branch or PR.\n```\n\nThat single sentence would help a lot.\n\n---\n\n### 4. Create a separate lightweight `AGENTS.brief.md`\n\nAnother option is to keep the current file but add a compact companion file:\n\n```text\nAGENTS.md Full contribution rules\nAGENTS.brief.md High-signal rules for planning/prototyping\ndocs/agent-examples/ Long examples and snippets\n```\n\nThen prompts could say:\n\n> Use `AGENTS.brief.md` for exploration. Use full `AGENTS.md` when preparing a PR.\n\nThis would reduce token use while keeping the detailed policy available.\n\n---\n\n### 5. Make “do not polish yet” an allowed instruction\n\nThe project could explicitly tell agents:\n\n```md\nWhen the user asks for brainstorming, design, wishcoding, exploratory\nimplementation, or proof of concept, do not spend tokens on final polish.\nMention deferred production tasks separately.\n```\n\nThat is especially important because many coding agents are trained to interpret repository instructions as mandatory at all times.\n\n---\n\n## A useful mental model: “prototype debt” is not the same as “bad code”\n\nIn human development, it is normal to write a throwaway prototype:\n\n- to test whether a GUI interaction feels right,\n- to learn which object model APIs are needed,\n- to explore whether a plugin hook is sufficient,\n- to discover edge cases before designing the final abstraction.\n\nForcing every prototype to have final docstrings, final tests, final i18n, final import banners, final commit discipline, and final translation updates can be counterproductive.\n\nThat does not mean standards should be abandoned. It means they should be **deferred until the design stabilizes**.\n\nA healthy AI workflow might look like:\n\n1. **Explore:** quick sketches, questions, possible architecture.\n2. **Prototype:** rough implementation, maybe partial tests.\n3. **Stabilize:** choose final design, remove dead paths.\n4. **Harden:** tests, i18n, docstrings, type hints, error handling.\n5. **Submit:** Black, mypy, full tests, POTFILES, commit message, PR rules.\n\nThe current `AGENTS.md` mostly describes steps 4 and 5, while your pain is happening in steps 1 and 2.\n\n---\n\n## My verdict\n\nYour suspicion is very credible.\n\nThe current Gramps `AGENTS.md` is useful as a **quality gate**, but it is too broad to be an efficient **early ideation context**. If loaded and enforced unconditionally, it can cause the AI to spend tokens on:\n\n- final formatting,\n- final documentation,\n- final test obligations,\n- PR mechanics,\n- commit mechanics,\n- translation bookkeeping,\n- CI compliance,\n\nbefore the feature concept has even stabilized.\n\nThe fix is not to remove the document. The fix is to add **phase awareness**:\n\n> Planning and prototyping should obey architectural safety rules, but defer production polish until the user asks to harden or prepare the contribution.\n\nThat would probably restore much of the iterative “wishcoding” feel while still keeping Gramps’ contribution standards intact.\n\n---\n\n## Checks / sources\n\n* ✅ `git status --short`\n* ✅ Reviewed the current Gramps `AGENTS.md` on GitHub. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))","agentMessage",{"_326":337,"_328":338,"_305":306,"_330":312},1784768042802,{"_339":340,"_42":341,"_342":343,"_96":344},"content",[],"rs_06574da67c0c87ba016a6166297f2c8190b1de12b312b5423f","summary",[345],"reasoning","**Preparing final summary and testing status**",{"_326":347,"_328":348,"_305":306,"_330":312},1784768040400,{"_349":-5,"_350":351,"_352":353,"_354":355,"_310":32,"_356":32,"_42":357,"_358":359,"_360":361,"_319":117,"_96":362},"aggregatedOutput","command","/bin/bash -lc 'git status --short'","commandActions",[363],"cwd","/workspace/addons-source","exitCode","call_gd57hTTxgi5KVL0dZBgU79g5","processId","70129","source","unifiedExecStartup","commandExecution",{"_350":364,"_96":365},"git status --short","unknown",{"_326":367,"_328":368,"_305":306,"_330":312},1784768040141,{"_339":369,"_42":370,"_342":371,"_96":344},[],"rs_06574da67c0c87ba016a616627f5888190888a7241a3f82c8a",[372],"**Planning to run git status command**",{"_326":374,"_328":375,"_305":306,"_330":312},1784768039958,{"_376":377,"_42":378,"_379":380,"_381":-5,"_96":382},"action",{"_96":383,"_278":380},"ws_06574da67c0c87ba016a61661eef188190833dced511aadb9a","query","https://github.com/gramps-project/gramps/blob/master/AGENTS.md","results","webSearch","openPage",{"_326":385,"_328":386,"_305":306,"_330":312},1784768030942,{"_339":387,"_42":388,"_342":389,"_96":344},[],"rs_06574da67c0c87ba016a61661ca86c8190b2deaf5a2c2d4df3",[],{"_326":391,"_328":392,"_305":306,"_330":312},1784768027206,{"_393":-5,"_339":394,"_42":395,"_96":396},"clientId",[397],"019f8c76-da46-7462-b0bb-d307a94b3fd6","userMessage",{"_46":398,"_399":400,"_96":46},"\nI suspect that the Gramps AGENTS.md is being applied too early in the brainstorming a feature process. And that the extra burden is crippling what can be accomplished: `When I first started using Claude to wishcode a feature for Gramps, it allows lots of iterative revisions while building some fairly complex stuff. Now I consider myself luck if 3 evolutions as allowed before running out of tokens.\n\nIt makes me wonder if the `AGENTS.md` is not too much for early stages of development? It is as though each step has to be polished as though it was ready for public ready. That's excessive AI labor for proof-of-concept stages.` Please comment on this theory.","text_elements",[],"turn/started",{"_305":306,"_91":403},{"_107":-5,"_42":312,"_313":404,"_315":316,"_317":318,"_319":405},[],"inProgress",{"_319":407,"_305":306},{"_408":409,"_96":410},"activeFlags",[],"active","thread/goal/cleared",{"_305":306},{"_319":414,"_305":306},{"_96":323},[],"messages",[418],{"_42":419,"_420":421,"_422":423,"_424":423,"_339":425,"_319":426,"_427":-5,"_428":32,"_429":430,"_431":432,"_433":-5},"3c4b3f2f-2f1d-4f44-831b-c885995f879c","author",{"_100":442,"_184":-5,"_429":443},"create_time",1784768023.142613,"update_time",{"_438":46,"_439":440},"finished_successfully","end_turn","weight","metadata",{"_434":435},"recipient","all","channel","l1239dk1",{"_436":437},"inline_comments",[],"content_type","parts",[441],"I suspect that the Gramps AGENTS.md is being applied too early in the brainstorming a feature process. And that the extra burden is crippling what can be accomplished: `When I first started using Claude to wishcode a feature for Gramps, it allows lots of iterative revisions while building some fairly complex stuff. Now I consider myself luck if 3 evolutions as allowed before running out of tokens.\n\nIt makes me wonder if the `AGENTS.md` is not too much for early stages of development? It is as though each step has to be polished as though it was ready for public ready. That's excessive AI labor for proof-of-concept stages.` Please comment on this theory.","user",{},"created",1784768092.4354022,"Completing the task","event_type","info",{"_96":454,"_100":97,"_339":455},{"_96":451,"_452":453},"partial_repo_snapshot","files",[],"message",[456],{"_438":46,"_46":334},{"_96":442,"_42":88,"_100":442,"_459":460,"_461":-5,"_462":463,"_135":86,"_122":464},[83],"input_items",[465],"external_post_config","user_model_slug","slug",1784768014.116884,{"_96":454,"_100":442,"_339":466},[467],{"_438":46,"_46":441},{"_96":97,"_42":86,"_98":-5,"_99":-5,"_100":97,"_101":470,"_103":471,"_105":106,"_107":-5,"_108":472,"_110":473,"_112":474,"_114":475,"_116":117,"_118":-5,"_119":120,"_121":-5,"_122":476,"_124":-5,"_125":126,"_127":477,"_129":130,"_131":132,"_133":-5,"_134":-5,"_135":84,"_136":478,"_138":479,"_140":-5,"_141":15,"_142":143,"_144":-5},[88],[759,760],[],{"_444":758,"_46":446,"_447":448},{"_416":747},{"_287":746},{"_287":515},1784760854.118618,{"_42":126,"_196":197,"_198":199,"_200":15,"_201":202,"_203":204,"_205":501,"_207":-5,"_208":-5,"_209":15,"_210":502,"_212":202,"_213":202,"_214":503,"_216":504,"_218":505,"_220":-5,"_221":506,"_223":224,"_225":226,"_227":507,"_55":-5,"_122":229,"_230":508,"_232":509,"_234":510,"_236":15,"_237":15},{"_136":492},[480,481,482,483,484,485],{"_151":491,"_153":168,"_155":169,"_157":166,"_159":175,"_161":162,"_163":32,"_164":-5},{"_151":490,"_153":168,"_155":169,"_157":166,"_159":170,"_161":162,"_163":32,"_164":-5},{"_151":489,"_153":168,"_155":169,"_157":166,"_159":172,"_161":162,"_163":32,"_164":-5},{"_151":488,"_153":168,"_155":169,"_157":166,"_159":170,"_161":162,"_163":32,"_164":-5},{"_151":487,"_153":154,"_155":156,"_157":166,"_159":160,"_161":162,"_163":32,"_164":-5},{"_151":486,"_153":154,"_155":156,"_157":158,"_159":160,"_161":162,"_163":32,"_164":-5},"2026-07-22T22:55:01.542747","2026-07-22T22:55:01.483700","2026-07-22T22:54:59.038459","2026-07-22T22:54:58.968351","2026-07-22T22:54:58.905524","2026-07-22T22:54:58.813922",[493,494],{"_180":498,"_182":499},{"_180":495,"_182":496},{"_184":190,"_96":186,"_122":497},"file_00000000794081f7bafcd62b2103ef8c","2026-07-22T22:54:48.456363",{"_184":194,"_96":186,"_122":500},"file_00000000ce5881f7b9406cbf354eba5b","2026-07-22T22:54:52.475630",{"_280":281,"_282":-5,"_283":-5,"_284":-5,"_285":-5,"_286":-5},[241],{"_241":511},{},{},28,[],{"_240":59},{"_238":59,"_239":202},"\"3300d439-0000-0200-0000-6a3894140000\"",{"_42":243,"_184":199,"_244":512,"_246":247,"_248":249,"_250":130,"_251":252,"_253":254,"_255":256,"_257":64,"_258":15,"_259":15,"_260":59,"_261":59,"_262":59,"_263":15,"_264":-5,"_163":513,"_266":-5,"_55":514},{"_272":273,"_42":274,"_96":275,"_276":277,"_278":279},98443,{"_268":59,"_269":59,"_270":59,"_271":59},[516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535,536,537,538,539,540,541,542,543,544],{"_157":719,"_303":720},{"_157":320,"_303":716},{"_157":401,"_303":713},{"_157":554,"_303":704},{"_157":554,"_303":698},{"_157":554,"_303":692},{"_157":324,"_303":684},{"_157":324,"_303":679},{"_157":554,"_303":671},{"_157":554,"_303":666},{"_157":554,"_303":657},{"_157":324,"_303":648},{"_157":554,"_303":643},{"_157":554,"_303":636},{"_157":324,"_303":628},{"_157":324,"_303":623},{"_157":554,"_303":617},{"_157":324,"_303":613},{"_157":554,"_303":608},{"_157":324,"_303":603},{"_157":554,"_303":597},{"_157":324,"_303":593},{"_157":554,"_303":585},{"_157":324,"_303":580},{"_157":554,"_303":568},{"_157":324,"_303":565},{"_157":554,"_303":555},{"_157":320,"_303":552},{"_157":302,"_303":545},{"_305":306,"_91":546},{"_308":547,"_310":548,"_107":-5,"_42":549,"_313":550,"_315":316,"_317":551,"_319":117},1784760967,67711,"019f8c0a-16ea-71c1-8568-8c2ac3570c93",[],1784760899,{"_319":553,"_305":306},{"_96":323},"rawResponseItem/completed",{"_328":556,"_305":306,"_330":549},{"_339":557,"_427":-5,"_42":558,"_559":560,"_332":333,"_100":97,"_96":454},[562],"msg_03286b444af586e4016a614a609b3081908acfe2831665f011","internal_chat_message_metadata_passthrough",{"_561":549},"turn_id",{"_46":563,"_96":564},"## Recommendations to reduce token usage for AI agents\n\nI reviewed the Gramps `AGENTS.md`. It is already well organized, but it could be made more token-efficient by separating **hard rules**, **quick commands**, and **reference-only examples**. The current document is about **313 lines / 11.4 KB** on GitHub, so agents must ingest a fairly long policy file before doing even small edits. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n### Highest-impact changes\n\n#### 1. Put a short “mandatory rules” block at the top\n\nMost agents need the non-negotiable rules first. A compact top section could prevent the model from repeatedly scanning the whole document.\n\nExample:\n\n```md\n## Mandatory rules\n\n- Format changed Python files with Black.\n- Use Python 3.10+ type syntax: `X | None`, `list[X]`, etc.\n- Add concise docstrings to functions and methods.\n- Use `unittest`; test files must end in `_test.py`.\n- Do not import `gui` or `plugins` from `gramps/gen`.\n- Wrap user-visible strings in `_()`; use `ngettext()` for plurals.\n- Use module loggers, not `print()`.\n- Prefix callbacks with `cb_`.\n- New `.py` files need the Gramps GPL-2.0-or-later header.\n- Rebase; do not merge branches in PRs.\n```\n\nThe current rules are spread across Code Style, Testing, Submodule Import Rules, File Headers, Error Handling, Branch Merges, and Pull Requests sections. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 2. Replace long prose with compact tables\n\nThe architecture section is useful, but it is token-heavy because each package is described in paragraphs and bullet prose. A table would preserve meaning with fewer tokens.\n\nExample:\n\n```md\n## Architecture map\n\n| Path | Purpose | Notes |\n| --- | --- | --- |\n| `gramps/gen/` | Core, no GUI deps | Data model, db layer, plugins core, filters, dates, display |\n| `gramps/gui/` | GTK3 frontend | Editors, views, main window, db manager, preferences, glade/ui |\n| `gramps/plugins/` | Plugin implementations | DB backends, gramplets, import/export, views, tools, reports |\n| `gramps/cli/` | CLI | Import/export/script automation |\n```\n\nThis would replace much of the detailed architecture prose while keeping the agent-oriented routing information. The current file lists the four main package areas and several subdirectories under each. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 3. Move examples into collapsible or secondary reference sections\n\nThe file includes full examples for docstrings, import grouping, class headers, file headers, and commit messages. These are useful, but examples consume many tokens.\n\nA more AI-efficient format:\n\n```md\n## Examples\n\nSee:\n- `docs/agent-examples/docstrings.md`\n- `docs/agent-examples/imports.md`\n- `docs/agent-examples/file-header.txt`\n- `docs/agent-examples/commit-message.txt`\n```\n\nOr keep short inline examples only:\n\n```md\nDocstring: one concise sentence unless params/return are unclear.\nImport groups: Standard Python modules, GTK/Gnome modules, Gramps modules.\nClass header: use existing Gramps dashed header style.\n```\n\nThe largest token savings would come from moving the full GPL header out of the main file and linking to a canonical snippet, because agents rarely need to reread the entire license header unless creating a new Python file. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 4. Make commands machine-scannable\n\nThe command section is clear for humans, but agents digest key-value lists efficiently. Consider replacing the prose command labels with a compact command table:\n\n```md\n## Commands\n\n| Task | Command |\n| --- | --- |\n| Run from source | `python3 Gramps.py` |\n| Build wheel | `python3 -m build --wheel` |\n| Type check | `mypy` |\n| Format all | `black .` |\n| Format check | `black --check .` |\n| Test all | `GDK_BACKEND=- GRAMPS_RESOURCES=build/share LANGUAGE= LANG=en_US.utf-8 python3 -m unittest discover -p \"*_test.py\"` |\n| Test one | `python3 -m unittest gramps.gen.db.test.db_test.TestGenericDb.test_get_person` |\n```\n\nThe current commands are split across multiple fenced blocks and are partly repeated later in the Testing section. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 5. Remove duplicated command/test/type-check information\n\nThe document has commands near the top and then repeats testing and mypy commands in the Testing section. Consolidating them would reduce tokens and avoid drift.\n\nSuggested pattern:\n\n```md\n## Commands\n...\n## Testing rules\n- Use `unittest`, not `pytest`.\n- Test files end in `_test.py`.\n- Put tests in nearby `test/` directories.\n- Run tests with the command above.\n```\n\nThe current file has a top-level Commands section and later separate Testing > Running Tests and Testing > Type Checking sections. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 6. Use “Do / Don’t” lists for code style\n\nAgents follow binary instructions well. Several style sections could be condensed.\n\nExample:\n\n```md\n## Python style\n\nDo:\n- Black-format changed Python files.\n- Use 4 spaces.\n- Use module loggers: `LOG = logging.getLogger(__name__)`.\n- Use Gramps handle/ID types from `gramps/gen/types.py`.\n\nDo not:\n- Use tabs.\n- Use `print()` for diagnostics.\n- Add `# pylint: disable=...`.\n- Use `Optional`, `Union`, `List`, `Dict`, `Tuple` when builtin/PEP 604 syntax works.\n```\n\nThis replaces prose under Black, Type Hints, PEP 8, Pylint, Logging, and parts of Internationalization. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 7. Make rare-case instructions conditional\n\nSome sections only apply in specific situations. Marking them as conditional helps agents skip irrelevant content.\n\nExample:\n\n```md\n## Conditional rules\n\nIf editing `gramps/gen/**`:\n- Do not import from `gramps/gui`, `gramps/plugins`, or other Gramps submodules.\n\nIf adding/removing Python files:\n- Update `po/POTFILES.in` or `po/POTFILES.skip`.\n- Add the standard GPL-2.0-or-later file header.\n\nIf writing user-visible strings:\n- Wrap them in `_()`.\n- Use `ngettext()` for plurals.\n\nIf creating a commit:\n- Subject <= 70 chars.\n- Body wrapped at 80 chars.\n- Last line uses Mantis BT syntax, e.g. `Fixes #12345.`\n```\n\nThe current document includes these rules as independent sections, which is readable but less token-efficient for task-specific retrieval. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 8. Replace the long plugin category sentence with a compact list\n\nThe plugin system section currently includes discovery paths, registration mechanisms, singleton loader, and categories in one dense paragraph. A compact version would be easier to parse:\n\n```md\n## Plugin system\n\n- Discovery: user `~/.local/share/gramps/grampsx.x/plugins/`, plus system prefix.\n- Registration: `gpr.yaml` or `register()`.\n- Manager: `BasePluginManager` singleton.\n- Categories: importer, exporter, DB backend, gramplet, view, tool, report,\n quick view, sidebar, map service.\n```\n\nThat keeps all facts while reducing sentence overhead. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n\n#### 9. Fix the apparent diff-marker typo in Type Hints\n\nIn the pasted content, two type-hint bullets begin with `+` instead of `-`:\n\n```md\n+ Use handle types ...\n+ Use Gramps ID types ...\n```\n\nIf that is present in the actual file, remove the plus signs. They look like accidental diff markers and may confuse parsers or agents. In the GitHub-rendered page these appear as normal bullets, but the raw content shown by the browser/tool also exposes the leading `+` characters in the text. ([raw.githubusercontent.com](https://raw.githubusercontent.com/gramps-project/gramps/master/AGENTS.md))\n\n#### 10. Avoid duplicating the whole document in prompts\n\nYour prompt includes the AGENTS content twice after the URL. If this is representative of how agents receive it, the easiest token reduction is to send either:\n\n1. the URL only, or \n2. the document body only once, or \n3. a compact generated summary plus a link to the full policy.\n\nDuplicating the document can double token cost with no benefit.\n\n---\n\n## Suggested compact structure\n\nHere is a proposed outline that keeps the same substance but is easier for agents to digest:\n\n```md\n# Gramps Agent Rules\n\n## Must follow\n- Black-format changed Python files.\n- Use Python 3.10+ type syntax.\n- Add concise docstrings to functions/methods.\n- Use `unittest`; test files end `_test.py`.\n- `gramps/gen/**` must not import GUI/plugins.\n- User-visible strings require `_()` or `ngettext()`.\n- Use module loggers, not `print()`.\n- New `.py` files need the standard GPL header.\n- Rebase PR branches; do not merge.\n\n## Commands\n| Task | Command |\n| --- | --- |\n| Run app | `python3 Gramps.py` |\n| Build wheel | `python3 -m build --wheel` |\n| Format changed py | `git diff --name-only --diff-filter=ACMR origin/master...HEAD \\| grep '\\.py$' \\| xargs --no-run-if-empty black` |\n| Format check | `black --check .` |\n| Type check | `mypy` |\n| Test all | `GDK_BACKEND=- GRAMPS_RESOURCES=build/share LANGUAGE= LANG=en_US.utf-8 python3 -m unittest discover -p \"*_test.py\"` |\n| Test one | `python3 -m unittest module_or_test_case` |\n\n## Architecture map\n| Path | Purpose |\n| --- | --- |\n| `gramps/gen/` | Core; no GUI deps; data model, DB, plugin core, shared utilities |\n| `gramps/gui/` | GTK3 frontend; editors, views, main window, DB manager, prefs, UI files |\n| `gramps/plugins/` | Plugin implementations; DB, gramplets, import/export, reports, tools |\n| `gramps/cli/` | CLI import/export/script automation |\n\n## Python style\nDo:\n- Use `X | None`, `X | Y`, `list[X]`, `dict[K, V]`.\n- Use handle/ID types from `gramps/gen/types.py`.\n- Use 4 spaces.\n- Use existing Gramps import header sections.\n- Prefix callbacks with `cb_`.\n\nDo not:\n- Use `Optional`, `Union`, `List`, `Dict`, `Tuple` where modern syntax works.\n- Use tabs.\n- Use diagnostic `print()`.\n- Add inline pylint disables.\n\n## Conditional rules\nIf adding/removing Python files:\n- Update `po/POTFILES.in` or `po/POTFILES.skip`.\n- Add GPL-2.0-or-later file header.\n\nIf adding logic:\n- Add `unittest` coverage for happy path, errors, and edge cases.\n\nIf handling errors:\n- Prefer existing exceptions from `gramps/gen/errors.py` or\n `gramps/gen/db/exceptions.py`.\n- Use `HandleError` for invalid/missing handles.\n\nIf committing:\n- Subject <= 70 chars.\n- Body lines <= 80 chars.\n- Describe user-visible behavior.\n- Last line references Mantis BT issue, e.g. `Fixes #12345.`\n```\n\n---\n\n## Bottom line\n\nThe best token-saving reformats are:\n\n1. **Add a compact mandatory-rules block at the top.**\n2. **Convert architecture and commands to tables.**\n3. **Move long examples, especially the GPL header and import-header sample, into linked reference snippets.**\n4. **Remove duplicated command/test/type-check content.**\n5. **Use conditional sections so agents can quickly ignore irrelevant rules.**\n6. **Avoid sending the same AGENTS content twice in prompts.**\n\nThese changes would preserve the important project conventions while making the file faster and cheaper for AI agents to ingest.\n\n**Checks / sources**\n\n* ✅ `pwd && find .. -name AGENTS.md -print`\n* ✅ `git status --short`\n* ✅ Reviewed `https://github.com/gramps-project/gramps/blob/master/AGENTS.md`. ([github.com](https://github.com/gramps-project/gramps/blob/master/AGENTS.md))\n* ✅ Reviewed raw `https://raw.githubusercontent.com/gramps-project/gramps/master/AGENTS.md`. 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recommendation citing approach**",{"_326":680,"_328":681,"_305":306,"_330":549},1784760908187,{"_339":682,"_42":674,"_342":683,"_96":344},[],[678],{"_326":685,"_328":686,"_305":306,"_330":549},1784760903993,{"_393":-5,"_339":687,"_42":688,"_96":396},[689],"019f8c0a-2939-73f1-9f3b-08927fb51766",{"_46":690,"_399":691,"_96":46},"please read the guidelines for AI contributing code for the Gramps project at : https://github.com/gramps-project/gramps/blob/master/AGENTS.md recommend any way that this document could be reformatted so that AIs could digest it using fewer tokens.\n\nThis document specifies rules and conventions that agents should follow when making changes to the Gramps codebase.\n\n## Commands\n\n**Run from source (no install):**\n```bash\npython3 Gramps.py\n```\n\n**Build wheel:**\n```bash\npython3 -m build --wheel\n```\n\n**Run all tests:**\n```bash\nexport GDK_BACKEND=-\nexport GRAMPS_RESOURCES=build/share\nexport LANGUAGE= \nexport LANG=en_US.utf-8 \npython3 -m unittest discover -p \"*_test.py\"\n```\n\n**Run a single test module or method:**\n```bash\npython3 -m unittest gramps.gen.db.test.db_test\npython3 -m unittest gramps.gen.db.test.db_test.TestGenericDb.test_get_person\n```\n\n**Type checking:**\n```bash\nmypy\n```\n\n**Code formatting (must pass CI):**\n```bash\nblack .\n# Check only:\nblack --check .\n```\n\n## Architecture\n\nGramps is a GTK3 genealogy application. The codebase is split into four main packages:\n\n### `gramps/gen/` — Core (no GUI dependency)\n- `lib/` — Data model: `Person`, `Family`, `Event`, `Place`, `Source`, `Citation`, `Repository`, `Media`, `Note`, `Tag`. All inherit from `PrimaryObject` (has a database handle) or `SecondaryObject`.\n- `db/` — Database abstraction layer. `DbReadBase` / `DbBase` are the abstract interfaces. `generic.py` is the DBAPI-based implementation used by SQLite, DuckDB, MySQL, PostgreSQL backends. Transactions via `DbTxn`; undo/redo built-in.\n- `plug/` — Plugin system core: `BasePluginManager` (singleton), `PluginRegister`, plugin metadata, and base `Plugin` class.\n- `filters/`, `datehandler/`, `display/` — Shared utilities with no GUI imports.\n\n### `gramps/gui/` — GTK3 frontend\n- `editors/` — Modal dialogs for editing each primary object type.\n- `views/` — Navigation views (People, Families, Events, etc.) that populate the main window.\n- `grampsgui.py` — Main window and view-switching logic.\n- `dbman.py` — GUI database manager (open/close/import/export).\n- `configure.py` — Preferences dialog.\n- `glade/` — GTK UI definition files (`.glade` / `.ui`).\n\n### `gramps/plugins/` — All plugin implementations\n- `db/` — Database backends (bsddb legacy, dbapi/SQLite default, duckdb, mysql, postgresql).\n- `gramplet/` — ~50 dashboard widgets (mini read-only views). Each is a self-contained gramplet.\n- `importer/`, `export/` — GEDCOM, XML, CSV, and other formats.\n- `view/`, `tool/`, `textreport/`, `drawreport/`, `quickview/`, `sidebar/` — Other plugin categories.\n\n### `gramps/cli/` — Command-line interface\n- `grampscli.py` — Non-GUI entry point (import/export/script automation).\n- `arghandler.py` — Argument parsing and dispatch.\n\n### Plugin system\nPlugins are discovered from `~/.local/share/gramps/grampsx.x/plugins/` (user) and the system prefix. Each plugin registers itself via a `gpr.yaml` file or a `register()` call. The `BasePluginManager` singleton loads and manages them. Categories: Importers, Exporters, DB backends, Gramplets, Views, Tools, Reports, Quick views, Sidebars, Map services.\n\n### Database backends\nThe default backend is DBAPI (SQLite via `gramps/plugins/db/dbapi/`). All backends implement the `DbReadBase`/`DbBase` interface from `gramps/gen/db/`. Schema migrations live in `gramps/gen/db/upgrade.py`.\n\n## CI\n\nThe CI pipeline (`.github/workflows/gramps-ci.yml`) runs: build wheel → `mypy` → `unittest discover`. The `black.yml` workflow checks formatting on every push. Both must pass before merging.\n\n## Code Style & Formatting\n\n### Black\n\nAll changed Python files must be formatted with [Black](https://black.readthedocs.io/) before committing. CI enforces this on every PR. Run:\n\n```bash\ngit diff --name-only --diff-filter=ACMR origin/master...HEAD | grep '\\.py$' | xargs --no-run-if-empty black\n```\n\n### Type Hints\n\nAll functions and methods must have type hints using Python 3.10+ syntax:\n\n- Use `X | None` instead of `Optional[X]`\n- Use `X | Y` instead of `Union[X, Y]`\n- Use `list[X]`, `dict[K, V]`, `tuple[X, ...]` instead of `List`, `Dict`, `Tuple` from `typing`\n+ Use handle types from `gramps/gen/types.py` (e.g., `PersonHandle`, `FamilyHandle`) rather than bare `str` for handles\n+ Use Gramps ID types from `gramps/gen/types.py` (e.g., `PersonGrampsID`, `FamilyGrampsID`) rather than bare `str` for gramps_id\n\n### Docstrings\n\nAll functions and methods must have docstrings. Keep them concise — a short description is almost always enough:\n\n```python\ndef close(self):\n \"\"\"\n Close the specified database.\n \"\"\"\n```\n\nUse the full Sphinx format (`:param:`, `:type:`, `:returns:`, `:rtype:`) only when the parameters or return value are non-obvious and not already expressed by type hints:\n\n```python\ndef get_person_from_gramps_id(self, gramps_id: PersonGrampsID) -> Person | None:\n \"\"\"\n Return a Person from the database using the given gramps ID.\n\n :param gramps_id: The gramps ID of the Person to retrieve.\n :type gramps_id: PersonGrampsID\n :returns: The Person object, or ``None`` if not found.\n :rtype: :py:class:`Person`\n \"\"\"\n```\n\nDo not add verbose multi-line docstrings to simple functions, and never repeat information already expressed by the function name or type hints.\n\n### Import Grouping\n\nImports must be organized into sections, each preceded by a comment header of this form:\n\n```python\n# -------------------------------------------------------------------------\n#\n# Standard Python modules\n#\n# -------------------------------------------------------------------------\nimport os\nimport logging\n\n# -------------------------------------------------------------------------\n#\n# GTK/Gnome modules\n#\n# -------------------------------------------------------------------------\nfrom gi.repository import Gtk\n\n# -------------------------------------------------------------------------\n#\n# Gramps modules\n#\n# -------------------------------------------------------------------------\nfrom gramps.gen.db.base import DbReadBase\nfrom .mymodule import MyClass\n```\n\nNot all sections are required — include only those that apply. Common section names used in the codebase include `Standard Python modules`, `GTK/Gnome modules`, and `Gramps modules`.\n\n### PEP 8 and Indentation\n\nCode should be PEP 8 compatible, except where that conflicts with Black formatting. Black takes precedence. Use 4 spaces for indentation — never TABs.\n\n### Pylint\n\nRun pylint on new code. Ideally new code should score 9 or higher and changes should not reduce the overall pylint score. This is not strictly enforced and should never come at the expense of code clarity, Black formatting, or any other rule in this guide.\n\nInline suppression comments such as `# pylint: disable=import-outside-toplevel` are not acceptable.\n\n### Class Headers\n\nEach class must have a simple header comment to help locate it when multiple classes exist in the same file. This is for navigation, not documentation:\n\n```python\n#------------------------------------------------------------\n#\n# MyClass\n#\n#------------------------------------------------------------\nclass MyClass:\n ...\n```\n\n### Callbacks\n\nCallback function names must be prefixed with `cb_`. For example: `cb_my_callback`.\n\n### Logging\n\nUse module-level loggers; do not use `print()` for diagnostic output:\n\n```python\nimport logging\nLOG = logging.getLogger(__name__)\n```\n\n### Internationalization\n\nAll user-visible strings must be wrapped with `_()` for translation support:\n\n```python\nraise ValueError(_(\"Invalid handle: %s\") % handle)\n```\nThe alias `_(string , context)` is preferred to `pgettext(context, message)`.\nUse `ngettext(singular, plural, n)` for plural forms.\n\n## Submodule Import Rules\n\nFiles in the `gen` submodule must not import from any other Gramps submodule (e.g., `gui`, `plugins`). The `gen` submodule must remain self-contained.\n\n## File Headers\n\nEvery new `.py` file must include a GPL-2.0-or-later license header with copyright:\n\n```python\n#\n# Gramps - a GTK+/GNOME based genealogy program\n#\n# Copyright (C) \n#\n# This program is free software; you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation; either version 2 of the License, or\n# (at your option) any later version.\n#\n# This program is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with this program; if not, write to the Free Software\n# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.\n#\n```\n\n## Testing\n\n### Requirements\n\n- Write tests for each distinct flow of logic (happy path, error cases, edge cases).\n- Tests must use the `unittest` framework — do not use `pytest`.\n- Test files must be named with the `_test.py` suffix (e.g., `mymodule_test.py`). CI discovers tests using `*_test.py`.\n- Place test files in a `test/` subdirectory alongside the module being tested.\n\n### Running Tests\n\n```bash\nexport GDK_BACKEND=-\nexport GRAMPS_RESOURCES=build/share\npython3 -m unittest discover -p \"*_test.py\"\n```\n\n### Type Checking\n\nChanges must pass mypy static analysis:\n\n```bash\nmypy\n```\n\nNote: `*.gpr.py` plugin registration files are excluded from mypy checks.\n\n## Commit Messages\n\nCommit messages are parsed by scripts that update Mantis BT and generate\nChangeLog and News files, so formatting must be followed precisely.\n\n- The first line is a short summary of the change — maximum 70 characters.\n- All other lines must be wrapped at 80 characters.\n- Describe how the change affects functionality from the user's perspective.\n- Use complete sentences when possible.\n- To reference another commit, use the full commit hash (not a short hash).\n- The last line must link to or resolve a bug report using the Mantis BT\n integration keywords. Example:\n\n```\nFix crash when opening event editor with empty date field.\n\nWhen a date field was left blank, the event editor raised an unhandled\nAttributeError. This change adds a guard so the field is treated as an\nempty string instead.\n\nFixes #12345.\n```\n\nTo mark a bug as fixed use the Mantis BT special keywords `Fixes`, `Fixed`, `Resolves` or `Resolved` followed by a `#` and then the bug number without leading zeros. e.g. `Fixes #12345.`.\nTo reference an issue the keywords `Bug`, `Bugs`, `Issue`, `Issues`, `Report` or `Reports` may be used with a bug number in the same format for bugs. e.g. `Issue #12345`.\nMultiple issues may be referenced. e.g. `Resolves #12345, #12346.`\nThese references should be used in the last line of a commit message.\n\n## Translation Files\n\nWhen adding or removing Python source files, update the translation file\nlists accordingly:\n\n- `po/POTFILES.in` — list of files that contain translatable strings.\n- `po/POTFILES.skip` — list of files that intentionally have no translatable\n strings and should be excluded from translation checks.\n\n## Error Handling\n\n- Prefer existing exceptions from `gramps/gen/errors.py` and `gramps/gen/db/exceptions.py` over creating new ones.\n- Only introduce a new exception class when none of the existing ones accurately represent the error condition.\n- Raise `HandleError` for invalid or missing handles.\n\n## Branch merges\n\nBranch merges are not allowed in pull requests. Rebase rather than merging.\n\n## Pull Requests\n\nAll pull requests must be submitted from a branch in your personal fork of the repository, not from a branch pushed directly to the upstream `gramps-project/gramps` remote. Even if you have write access to the upstream remote, create your branch and submit the PR from your fork.# Agent Guidelines for Gramps\n\nThis document specifies rules and conventions that agents should follow when making changes to the Gramps codebase.\n\n## Commands\n\n**Run from source (no install):**\n```bash\npython3 Gramps.py\n```\n\n**Build wheel:**\n```bash\npython3 -m build --wheel\n```\n\n**Run all tests:**\n```bash\nexport GDK_BACKEND=-\nexport GRAMPS_RESOURCES=build/share\nexport LANGUAGE= \nexport LANG=en_US.utf-8 \npython3 -m unittest discover -p \"*_test.py\"\n```\n\n**Run a single test module or method:**\n```bash\npython3 -m unittest gramps.gen.db.test.db_test\npython3 -m unittest gramps.gen.db.test.db_test.TestGenericDb.test_get_person\n```\n\n**Type checking:**\n```bash\nmypy\n```\n\n**Code formatting (must pass CI):**\n```bash\nblack .\n# Check only:\nblack --check .\n```\n\n## Architecture\n\nGramps is a GTK3 genealogy application. The codebase is split into four main packages:\n\n### `gramps/gen/` — Core (no GUI dependency)\n- `lib/` — Data model: `Person`, `Family`, `Event`, `Place`, `Source`, `Citation`, `Repository`, `Media`, `Note`, `Tag`. All inherit from `PrimaryObject` (has a database handle) or `SecondaryObject`.\n- `db/` — Database abstraction layer. `DbReadBase` / `DbBase` are the abstract interfaces. `generic.py` is the DBAPI-based implementation used by SQLite, DuckDB, MySQL, PostgreSQL backends. Transactions via `DbTxn`; undo/redo built-in.\n- `plug/` — Plugin system core: `BasePluginManager` (singleton), `PluginRegister`, plugin metadata, and base `Plugin` class.\n- `filters/`, `datehandler/`, `display/` — Shared utilities with no GUI imports.\n\n### `gramps/gui/` — GTK3 frontend\n- `editors/` — Modal dialogs for editing each primary object type.\n- `views/` — Navigation views (People, Families, Events, etc.) that populate the main window.\n- `grampsgui.py` — Main window and view-switching logic.\n- `dbman.py` — GUI database manager (open/close/import/export).\n- `configure.py` — Preferences dialog.\n- `glade/` — GTK UI definition files (`.glade` / `.ui`).\n\n### `gramps/plugins/` — All plugin implementations\n- `db/` — Database backends (bsddb legacy, dbapi/SQLite default, duckdb, mysql, postgresql).\n- `gramplet/` — ~50 dashboard widgets (mini read-only views). Each is a self-contained gramplet.\n- `importer/`, `export/` — GEDCOM, XML, CSV, and other formats.\n- `view/`, `tool/`, `textreport/`, `drawreport/`, `quickview/`, `sidebar/` — Other plugin categories.\n\n### `gramps/cli/` — Command-line interface\n- `grampscli.py` — Non-GUI entry point (import/export/script automation).\n- `arghandler.py` — Argument parsing and dispatch.\n\n### Plugin system\nPlugins are discovered from `~/.local/share/gramps/grampsx.x/plugins/` (user) and the system prefix. Each plugin registers itself via a `gpr.yaml` file or a `register()` call. The `BasePluginManager` singleton loads and manages them. Categories: Importers, Exporters, DB backends, Gramplets, Views, Tools, Reports, Quick views, Sidebars, Map services.\n\n### Database backends\nThe default backend is DBAPI (SQLite via `gramps/plugins/db/dbapi/`). All backends implement the `DbReadBase`/`DbBase` interface from `gramps/gen/db/`. Schema migrations live in `gramps/gen/db/upgrade.py`.\n\n## CI\n\nThe CI pipeline (`.github/workflows/gramps-ci.yml`) runs: build wheel → `mypy` → `unittest discover`. The `black.yml` workflow checks formatting on every push. Both must pass before merging.\n\n## Code Style & Formatting\n\n### Black\n\nAll changed Python files must be formatted with [Black](https://black.readthedocs.io/) before committing. CI enforces this on every PR. Run:\n\n```bash\ngit diff --name-only --diff-filter=ACMR origin/master...HEAD | grep '\\.py$' | xargs --no-run-if-empty black\n```\n\n### Type Hints\n\nAll functions and methods must have type hints using Python 3.10+ syntax:\n\n- Use `X | None` instead of `Optional[X]`\n- Use `X | Y` instead of `Union[X, Y]`\n- Use `list[X]`, `dict[K, V]`, `tuple[X, ...]` instead of `List`, `Dict`, `Tuple` from `typing`\n+ Use handle types from `gramps/gen/types.py` (e.g., `PersonHandle`, `FamilyHandle`) rather than bare `str` for handles\n+ Use Gramps ID types from `gramps/gen/types.py` (e.g., `PersonGrampsID`, `FamilyGrampsID`) rather than bare `str` for gramps_id\n\n### Docstrings\n\nAll functions and methods must have docstrings. Keep them concise — a short description is almost always enough:\n\n```python\ndef close(self):\n \"\"\"\n Close the specified database.\n \"\"\"\n```\n\nUse the full Sphinx format (`:param:`, `:type:`, `:returns:`, `:rtype:`) only when the parameters or return value are non-obvious and not already expressed by type hints:\n\n```python\ndef get_person_from_gramps_id(self, gramps_id: PersonGrampsID) -> Person | None:\n \"\"\"\n Return a Person from the database using the given gramps ID.\n\n :param gramps_id: The gramps ID of the Person to retrieve.\n :type gramps_id: PersonGrampsID\n :returns: The Person object, or ``None`` if not found.\n :rtype: :py:class:`Person`\n \"\"\"\n```\n\nDo not add verbose multi-line docstrings to simple functions, and never repeat information already expressed by the function name or type hints.\n\n### Import Grouping\n\nImports must be organized into sections, each preceded by a comment header of this form:\n\n```python\n# -------------------------------------------------------------------------\n#\n# Standard Python modules\n#\n# -------------------------------------------------------------------------\nimport os\nimport logging\n\n# -------------------------------------------------------------------------\n#\n# GTK/Gnome modules\n#\n# -------------------------------------------------------------------------\nfrom gi.repository import Gtk\n\n# -------------------------------------------------------------------------\n#\n# Gramps modules\n#\n# -------------------------------------------------------------------------\nfrom gramps.gen.db.base import DbReadBase\nfrom .mymodule import MyClass\n```\n\nNot all sections are required — include only those that apply. Common section names used in the codebase include `Standard Python modules`, `GTK/Gnome modules`, and `Gramps modules`.\n\n### PEP 8 and Indentation\n\nCode should be PEP 8 compatible, except where that conflicts with Black formatting. Black takes precedence. Use 4 spaces for indentation — never TABs.\n\n### Pylint\n\nRun pylint on new code. Ideally new code should score 9 or higher and changes should not reduce the overall pylint score. This is not strictly enforced and should never come at the expense of code clarity, Black formatting, or any other rule in this guide.\n\nInline suppression comments such as `# pylint: disable=import-outside-toplevel` are not acceptable.\n\n### Class Headers\n\nEach class must have a simple header comment to help locate it when multiple classes exist in the same file. This is for navigation, not documentation:\n\n```python\n#------------------------------------------------------------\n#\n# MyClass\n#\n#------------------------------------------------------------\nclass MyClass:\n ...\n```\n\n### Callbacks\n\nCallback function names must be prefixed with `cb_`. For example: `cb_my_callback`.\n\n### Logging\n\nUse module-level loggers; do not use `print()` for diagnostic output:\n\n```python\nimport logging\nLOG = logging.getLogger(__name__)\n```\n\n### Internationalization\n\nAll user-visible strings must be wrapped with `_()` for translation support:\n\n```python\nraise ValueError(_(\"Invalid handle: %s\") % handle)\n```\nThe alias `_(string , context)` is preferred to `pgettext(context, message)`.\nUse `ngettext(singular, plural, n)` for plural forms.\n\n## Submodule Import Rules\n\nFiles in the `gen` submodule must not import from any other Gramps submodule (e.g., `gui`, `plugins`). The `gen` submodule must remain self-contained.\n\n## File Headers\n\nEvery new `.py` file must include a GPL-2.0-or-later license header with copyright:\n\n```python\n#\n# Gramps - a GTK+/GNOME based genealogy program\n#\n# Copyright (C) \n#\n# This program is free software; you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation; either version 2 of the License, or\n# (at your option) any later version.\n#\n# This program is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with this program; if not, write to the Free Software\n# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.\n#\n```\n\n## Testing\n\n### Requirements\n\n- Write tests for each distinct flow of logic (happy path, error cases, edge cases).\n- Tests must use the `unittest` framework — do not use `pytest`.\n- Test files must be named with the `_test.py` suffix (e.g., `mymodule_test.py`). CI discovers tests using `*_test.py`.\n- Place test files in a `test/` subdirectory alongside the module being tested.\n\n### Running Tests\n\n```bash\nexport GDK_BACKEND=-\nexport GRAMPS_RESOURCES=build/share\npython3 -m unittest discover -p \"*_test.py\"\n```\n\n### Type Checking\n\nChanges must pass mypy static analysis:\n\n```bash\nmypy\n```\n\nNote: `*.gpr.py` plugin registration files are excluded from mypy checks.\n\n## Commit Messages\n\nCommit messages are parsed by scripts that update Mantis BT and generate\nChangeLog and News files, so formatting must be followed precisely.\n\n- The first line is a short summary of the change — maximum 70 characters.\n- All other lines must be wrapped at 80 characters.\n- Describe how the change affects functionality from the user's perspective.\n- Use complete sentences when possible.\n- To reference another commit, use the full commit hash (not a short hash).\n- The last line must link to or resolve a bug report using the Mantis BT\n integration keywords. Example:\n\n```\nFix crash when opening event editor with empty date field.\n\nWhen a date field was left blank, the event editor raised an unhandled\nAttributeError. This change adds a guard so the field is treated as an\nempty string instead.\n\nFixes #12345.\n```\n\nTo mark a bug as fixed use the Mantis BT special keywords `Fixes`, `Fixed`, `Resolves` or `Resolved` followed by a `#` and then the bug number without leading zeros. e.g. `Fixes #12345.`.\nTo reference an issue the keywords `Bug`, `Bugs`, `Issue`, `Issues`, `Report` or `Reports` may be used with a bug number in the same format for bugs. e.g. `Issue #12345`.\nMultiple issues may be referenced. e.g. `Resolves #12345, #12346.`\nThese references should be used in the last line of a commit message.\n\n## Translation Files\n\nWhen adding or removing Python source files, update the translation file\nlists accordingly:\n\n- `po/POTFILES.in` — list of files that contain translatable strings.\n- `po/POTFILES.skip` — list of files that intentionally have no translatable\n strings and should be excluded from translation checks.\n\n## Error Handling\n\n- Prefer existing exceptions from `gramps/gen/errors.py` and `gramps/gen/db/exceptions.py` over creating new ones.\n- Only introduce a new exception class when none of the existing ones accurately represent the error condition.\n- Raise `HandleError` for invalid or missing handles.\n\n## Branch merges\n\nBranch merges are not allowed in pull requests. Rebase rather than merging.\n\n## Pull Requests\n\nAll pull requests must be submitted from a branch in your personal fork of the repository, not from a branch pushed directly to the upstream `gramps-project/gramps` remote. Even if you have write access to the upstream remote, create your branch and submit the PR from your fork.",[],{"_328":693,"_305":306,"_330":549},{"_339":694,"_427":-5,"_42":-5,"_559":695,"_332":-5,"_100":442,"_96":454},[696],{"_561":549},{"_46":690,"_96":697},"input_text",{"_328":699,"_305":306,"_330":549},{"_339":700,"_427":-5,"_42":-5,"_559":701,"_332":-5,"_100":442,"_96":454},[702],{"_561":549},{"_46":703,"_96":697},"\n /workspace/addons-source\n bash\n 2026-07-22\n Etc/UTC\n /workspace/addons-source\n",{"_328":705,"_305":306,"_330":549},{"_339":706,"_427":-5,"_42":-5,"_559":707,"_332":-5,"_100":708,"_96":454},[709,710],{"_561":549},"developer",{"_46":712,"_96":697},{"_46":711,"_96":697},"\n## Skills\nA skill is a set of instructions provided through a `SKILL.md` source. Below is the list of skills that can be used. Each entry includes a name, description, and source locator. `file` locators are on the host filesystem, `environment resource` locators are owned by an execution environment, `orchestrator resource` locators are opaque non-filesystem resources, and `custom resource` locators use their provider's access mechanism.\n### Available skills\n- imagegen: Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas. (file: /opt/codex/skills/.system/imagegen/SKILL.md)\n- openai-docs: Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; use OpenAI docs MCP tools for non-Codex docs questions, use the Codex manual helper first for broad Codex self-knowledge, and restrict fallback browsing to official OpenAI domains. (file: /opt/codex/skills/.system/openai-docs/SKILL.md)\n- plugin-creator: Create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin folders/files, valid manifest defaults, and personal-marketplace entries by default. Use when Codex needs to create a new personal plugin, add optional plugin structure, generate or update marketplace entries for plugin ordering and availability metadata, or update an existing local plugin during development with the CLI-driven cachebuster and reinstall flow. (file: /opt/codex/skills/.system/plugin-creator/SKILL.md)\n- skill-creator: Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations. (file: /opt/codex/skills/.system/skill-creator/SKILL.md)\n- skill-installer: Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos). (file: /opt/codex/skills/.system/skill-installer/SKILL.md)\n### How to use skills\n- Discovery: The list above is the skills available in this session (name + description + source locator). `file` entries live on the host filesystem, `environment resource` entries are owned by their execution environment, `orchestrator resource` entries must be accessed through `skills.list` and `skills.read`, and `custom resource` entries use their provider's access mechanism.\n- Trigger rules: If the user names a skill (with `$SkillName` or plain text) OR the task clearly matches a skill's description shown above, you must use that skill for that turn. Multiple mentions mean use them all. Do not carry skills across turns unless re-mentioned.\n- Missing/blocked: If a named skill isn't in the list or its source can't be read, say so briefly and continue with the best fallback.\n- How to use a skill (progressive disclosure):\n 1) After deciding to use a skill, the main agent must read its `SKILL.md` completely before taking task actions. For a `file` entry, open the listed path. For an `environment resource`, use the filesystem of the owning environment. For an `orchestrator resource`, call `skills.list` with `{\"authority\":{\"kind\":\"orchestrator\"}}`, select the matching package, and pass its `main_resource` to `skills.read`. If a read is truncated or paginated, continue until EOF.\n 2) When `SKILL.md` references another resource, use the same access mechanism. Resolve relative paths against a filesystem-backed skill directory. For orchestrator skills, pass the exact referenced resource identifier with the same authority and package to `skills.read`; do not treat `skill://` identifiers as filesystem paths.\n 3) If `SKILL.md` points to extra folders such as `references/`, use its routing instructions to identify the resources required for the task. The main agent must read each required instruction or reference file itself before acting on it. Do not delegate reading, summarizing, or interpreting skill instructions to a subagent. Subagents may still perform task work when the selected skill allows it.\n 4) For filesystem-backed skills, prefer running or patching provided scripts instead of retyping large code blocks. For orchestrator skills, use `skills.read` and the available tools; do not invent a local path.\n 5) Reuse provided assets or templates through the same source access mechanism instead of recreating them.\n- Coordination and sequencing:\n - If multiple skills apply, choose the minimal set that covers the request and state the order you'll use them.\n - Announce which skill(s) you're using and why (one short line). If you skip an obvious skill, say why.\n- Context hygiene:\n - Progressive disclosure applies to selecting relevant files, not partially reading a selected instruction file. Do not load unrelated references, scripts, or assets.\n - Avoid deep reference-chasing: prefer opening only files directly linked from `SKILL.md` unless you're blocked.\n - When variants exist (frameworks, providers, domains), pick only the relevant reference file(s) and note that choice.\n- Safety and fallback: If a skill can't be applied cleanly (missing files, unclear instructions), state the issue, pick the next-best approach, and continue.\n","\nFilesystem sandboxing defines which files can be read or written. `sandbox_mode` is `danger-full-access`: No filesystem sandboxing - all commands are permitted. Network access is enabled.\nApproval policy is currently never. Do not provide the `sandbox_permissions` for any reason, commands will be 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