| jB%SrSSKJr SSKJr SSKJr SSKJrJ r J r J r \"5r S0Sjr SSS S .rS \S 'S1S jrS2SjrS3SjrS3SjrS2SjrSrSrSrSrSr\\\\S.rSSKrSSKrS4S5SjjrS6S7SjjrS8S9SjjrS2Sjr S:Sjr!S;Sjr"S2Sjr#S:S jr$SS,jr0S2S-jr1S2S.jr2S?S/jr3g)@aDeveloper / extension commands. `/dev` provides two kinds of capabilities: 1. **Runtime operations** (take effect immediately and persist to the workspace config) - `model list` list selectable models for all providers - `model add

` register a new model for a provider (persisted to the workspace's custom_models) - `model remove

` remove a custom model 2. **Extension guides** (print Markdown steps showing which files to edit and what code to add) - `provider` add an LLM Provider - `platform` add a cloud Platform capability - `tool` add a local tool - `skill` add a preset Skill ) annotations)Console)Markdown)PROVIDER_MODELSConfignormalize_model_nameregister_custom_modelc /SQn[R"5H3upURSUSSRSU55S35 M5 SRU5$)z4Render PROVIDER_MODELS as a markdown table snapshot.)z## Available Modelsz| Provider | Model |z |---|---|z| `z` | , c3.# UH nSUS3v M g7f)`N).0ms ڠC:\Users\johnn\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.13_qbz5n2kfra8p0\LocalCache\local-packages\Python313\site-packages\dashscope/acli/dev.py !_format_models...s.HA1#Qxz | )ritemsappendjoin)linesprovmodelss r_format_modelsr*sV LE'--/  s4&TYY.H.H%H$ILM0 99U tongyi anthropicopenai)qwenclaudegptzdict[str, str]_MODEL_PROVIDER_HINTScUR5n[[R5SS9Hup#UR U5(dMUs $ g)ziInfer a built-in provider from a model name prefix. Returns None if the prefix is unknown or ambiguous. c [US5*$)Nr)lenxs r,_infer_provider_from_model..Dss1Q4yjrkeyN)lowersortedr%r startswith)model model_lowerprefixproviders r_infer_provider_from_modelr6<sM ++-K"##%   ! !& ) )O  rc6[US/5=(d /HnSU;aM URSS5up#UR5UR5p2U(aU(a U[;aMXU[U;dMg[UR U5 M g)zMerge config.custom_models into the in-process PROVIDER_MODELS dict. Format of each entry: `provider:model`. Unknown providers are skipped silently. custom_models:N)getattrsplitstriprr)configentryrr2s r_apply_custom_modelsr@Ks~ "5;; e  kk#q) jjlEKKMe5D$?  - - D ! ( ( /r5r2 normalizedrs r _model_addrJ\s& /z@A tyy)=)=)?@A H  %e,J[[]" ,ZL97 8 )BC)BAggi)BCC hZq 4IJK&J7 MM*8*Aj\JK MM67 Ds#Dcx[U5nUSU3nX0R=(d /;a[RSUS35 gURR U5 U[ ;a%U[ U;a[ UR U5 UR 5 [RSUSUS35 g)Nr9z[yellow]z= is not a custom model (built-ins cannot be removed)[/yellow]u[yellow]✗ Removed rD [/yellow])rr8rFrGremoversave_workspace)r>r5r2r?s r _model_removerOqs ! 'Ej% !E ))/R0 ug5 6   &?"u0I'I!((/  MM( !E7)DErc[R[[555 UR(aG[R5 [RSSR UR5S35 gg)Nz[dim]Workspace custom: r rC)rFrGrrr8r)r>s r _model_listrQsU MM(>+,-   %dii0D0D&E%Ff M ruX ## Add an LLM Provider > Wire a new LLM into acli's chat / stream / tool-call loop. > In most scenarios **no code is needed** — just fill in a TOML block. acli ships 3 protocol implementations and 3 built-in providers (tongyi / anthropic / openai), which need no TOML at all. Every other provider is configured via `custom-extensions.toml`: | Protocol | Implementation | Use case | |-------------|---------------------|---------------------------------| | `openai` | `OpenAIProvider` | OpenAI-compatible endpoints | | | | (any vendor, or local Ollama…) | | `anthropic` | `AnthropicProvider` | Anthropic Messages API (Claude | | | | / proxied endpoints) | | `dashscope` | `TongyiProvider` | DashScope OpenAI-compat | | | | endpoint (Qwen) | **Steps** (Layer-1, recommended) 1. Run `/dev provider add` and fill in name / base_url / api_key / model / protocol interactively 2. Or manually add a block to `~/.acli/custom-extensions.toml` (global) or `./.acli/custom-extensions.toml` (workspace): ```toml # Any OpenAI-compatible endpoint [[providers]] name = "my-llm" base_url = "https://llm.example.com/v1" api_key_env = "MY_LLM_API_KEY" default_model = "my-model" models = ["my-model", "my-model-lite"] protocol = "openai" # Access Qwen via an Anthropic-protocol proxy [[providers]] name = "bailian-anthropic" base_url = "https://example.com/apps/anthropic" api_key_env = "DASHSCOPE_API_KEY" default_model = "qwen3.7-max" protocol = "anthropic" # Local Ollama, no auth [[providers]] name = "ollama" base_url = "http://localhost:11434/v1" default_model = "llama3" protocol = "openai" auth = false ``` **Steps** (Layer-2, only when the protocol is not in the table above) Only needed when the new LLM speaks a non-standard protocol (not OpenAI/Anthropic/DashScope compatible): implement the full `LLMProvider` protocol in `src/acli/providers/.py` (`chat` / `stream_chat` + tool-call passthrough, see `providers/base.py`), then add an `if proto == ""` branch to `_create_provider` in `providers/__init__.py`. **Verify** ``` acli> /provider # interactively switch Provider / write API Key # (auth=false providers don't need one) acli> hello # trigger a chat ``` u## Add a Platform Capability > Platform = cloud SDK wrapper layer. One Platform can expose multiple > capabilities (e.g. bailian → memory + mcp). **Steps** 1. Create a package under `src/acli/platforms//` with a client class implementing one of the Protocols in `platforms/base.py` (`MemoryProvider` / `KBProvider` / `SearchProvider` / `ContextProvider` / `DataProvider` / `PromptProvider`) - For a brand-new capability category, first add a new Protocol + dataclass to `platforms/base.py` 2. Add a `get__provider(config)` factory in `src/acli/platforms/__init__.py`; return `None` when credentials are missing 3. Add a line to `CAPABILITY_CATALOG` in `src/acli/cli.py`: ```python {"key": ".", "name": "...", "platform": "", "cap": "", "requires": ["..."]} ``` 4. Add a branch in `register_platform_tools()` in `src/acli/tools/platform.py` that wraps the client into tools and registers them with `registry` when the capability is enabled 5. If you need a `/` subcommand, add `_handle__command` in `cli.py` and mount it in the `_handle_slash_command` + `_run_loop` routing (remember the `_require_capability` gate) 6. To be synced by `/update`, register a `_sync_` in `cli.py` `_get_update_targets()` **Verify** ``` acli> /capability enable . acli> /update acli> / list # via its own subcommand acli> look up ... for me # LLM picks the new tool itself ``` up## Add a Local Tool > Local tool = a capability the LLM can call directly in the agent > loop, with no cloud dependency. **Steps** 1. Write a plain `async`/sync function in `src/acli/tools/.py` with the `@tool(...)` decorator: ```python from dashscope.acli.tools.registry import PermissionLevel, tool @tool( name="my_tool", description="one line telling the LLM what it does and when", permission=PermissionLevel.AUTO, # AUTO / CONFIRM / DANGEROUS ) def my_tool(path: str, limit: int = 10) -> str: ... ``` - The parameter schema is auto-derived from type annotations by `_build_parameters_schema` (`str/int/float/bool/list/dict` + `Optional`) - Return a string as the tool result fed back to the LLM 2. Add `import acli.tools.` at the top of `src/acli/cli.py` to trigger registration (see filesystem/shell for the pattern) 3. Write a good description — it is the ONLY signal the LLM has for deciding whether to call your tool; spell out **when to call / when not to call / inputs & outputs** **Permission levels** - `AUTO` read ops / idempotent queries, run directly - `CONFIRM` reversible writes (write file, upload), confirm each time - `DANGEROUS` irreversible (delete, `rm -rf`), double warning **Verify** ``` acli> use my_tool to process X # does the LLM pick it on its own? ``` a## Add a Skill > Skill = preset Prompt template. `/skill ` replaces > hand-typing a prompt; may optionally depend on an MCP service. **Steps** 1. Register in `src/acli/skills/.py`: ```python from dashscope.acli.skills.base import Skill, register register(Skill( name="my-skill", description="one line on what this Skill does", mcp_service="", # MCP service name if required; auto-connects prompt_template="please... {arg1} ... {arg2}", # placeholders arguments=["arg1", "arg2"], # last greedily eats the rest )) ``` 2. Append your module name to the `from acli.skills import ...` line in `src/acli/skills/__init__.py` to trigger the registration side effect 3. Call it: `/skill my-skill val1 val2`; with no args it prints usage **Depending on an MCP service** - With a name like `mcp_service="time"` filled in, `/skill` tries to auto-connect first; to make it visible under `/mcp services`, add a description to `KNOWN_MCP_SERVICES` in `skills/base.py` u ## /dev — developer / extension guide **Runtime (takes effect immediately)** - `dev model list` list models per provider - `dev model add

` register a new model for a provider (persisted to workspace) - `dev model remove

` remove a custom model **Layer-1 extensions: config as program** (written to `custom-extensions.toml`, no code changes needed) - `dev provider add` interactively register an extension LLM Provider (OpenAI compatible) - `dev provider list` / `remove ` view / delete - `dev capability add` write a capability scaffold template for editing - `dev capability list` / `remove ` view / delete - `dev skill add` interactively add a custom Skill (Prompt template) - `dev skill list` / `remove ` view / delete - `dev tool add` interactively add a Shell tool (wrap a command as an LLM tool) - `dev tool list` / `remove ` view / delete **Debug / test** - `dev debug tools` list all registered tools (name, permission, description) - `dev debug schema ` show a tool's parameter JSON Schema - `dev debug call {"arg":"val"}` invoke a tool manually (no LLM) - `dev debug prompt` show the current full system prompt - `dev test provider ` test provider connectivity (sends hello) - `dev reload` hot-reload custom-extensions.toml (no restart) - `dev log` show tool registration stats **Extension guides** (print steps + files + code snippets; Layer-2, real Python modules) - `dev provider` add an LLM Provider (write Python) - `dev platform` add a cloud Platform capability - `dev tool` add a local tool (write Python) - `dev skill` add a preset Skill (write Python) **Plugin directory** - `.acli/plugins/*.py` files auto-load at startup (can register tools/skills) > Most new LLMs speak an OpenAI-compatible protocol — Layer-1 > (`dev provider add`) gets you connected in 30 seconds; custom Skills > use `dev skill add`, Shell tools use `dev tool add`, no code needed; > for unusual protocols or complex local tools, follow the Layer-2 > guides. )r5platformtoolskillNcU(aSUS3OSnU(a+[R"SUUS35R5nO[SUUS35R5nU=(d U$)zzSmall input wrapper. Returns default when user just hits enter. secret=True suppresses echo (for ENC fallback paths only).z []r  : )getpassr=input)labeldefaultsecrethintvals r_promptr`sf&Ry?2D oo5'$r2399;bvR()//1 >'rcSSKJnJn [R 5 [R SUS35 [R SU35 [ S5R 5=(d SnUS:XaU$U$) z?Ask the user whether to write to global or workspace toml file.r)GLOBAL_EXTENSIONS_FILEWORKSPACE_EXTENSIONS_FILEz [1] Global: z' [dim](shared across workspaces)[/dim]z [2] Current workspace: z Write to [1]: 12)dashscope.acli.extensionsrbrcrFrGrZr=)default_globalrbrcraws r_choose_targetrisu  MMO MM /010 1 MM-.G-HIJ " # ) ) + 2sC(+s $N8NNrchSSKJn U"[5nSSKJn U"U5 UbSSKJn U"U5 gg)aRe-apply extensions after a /dev write so the change is visible without restart. Mutates PROVIDER_MODELS in place, refreshes the extensions.current() singleton, AND folds new/removed extension caps into cli.CAPABILITY_CATALOG so /capability enable can find them without a restart. When config is given, enabled extension caps are re-registered so their HTTP-tool closures rebind to the new toml.r)apply_extensions)sync_extensions_into_catalogN)"refresh_extension_capability_tools)rfrkrdashscope.acli.clirldashscope.acli.tools.platformrm)r>rkextrlrms r _hot_reloadrqs6; ? +C? %   +62 rc |SSKJnJnJnJn [ R S5 [S5nU(d[ R S5 gU"5RVs/sHofRU:XdMUPM nnU(d U[;a[ R SUS35 g[S 5nU(d[ R S 5 g[S 5n [S 5n U RS 5V s/sH)oR5(dMU R5PM+ n n [S5R5=(d Sn U R5nUS;a[ R S5 g[S5R5R5=(d SnUS:gn[ R 5 SnSnU(a[ R S5 [ R S5 [ R S5 [S5R5=(d SnUS:Xa0[SSS9nU(d[ R S5 gU"U5nOe[S 5nU(d[ R S!5 g[R R#U5(d[ R S"US#35 [%5nU"UUUUU U UUS$9nU"UU5 ['5 [ R S%US&US'35 [ R S(US)U =(d S*S+35 gs snfs sn f),z>Interactive flow that ends with a [[providers]] block in toml.r)CustomProviderappend_providerencrypt_for_tomlload_extensionsz [bold]Add Provider[/bold]zProvider name (e.g. dashscope)[dim]Cancelled[/dim]N[red]Name conflict: z- already exists (built-in or extension)[/red]zEAPI base URL (e.g. https://dashscope.aliyuncs.com/compatible-mode/v1)z%[red]base_url must not be empty[/red]zDefault model (e.g. qwen-max)z(Other models (comma-separated, optional),z.Protocol (openai/anthropic/dashscope) [openai]r!)r!r dashscopez:[red]Protocol must be openai / anthropic / dashscope[/red]zRequires API Key? (y/n) [y]ynr z[bold]API Key source[/bold]:z1 [1] Env var (recommended; toml stores the name)zH [2] Encrypted into toml (XOR + machine fingerprint, this machine only)z Choose [1]: rdrez(API key (hidden input, stored encrypted)T)r]z[red]Empty key, cancelled[/red]z"Env var name (e.g. MY_LLM_API_KEY)z)[red]Env var name must not be empty[/red]z[yellow]Note: zt is not exported, so it won't work in this session; export it and restart, or it will apply on next launch.[/yellow])namebase_url api_key_env api_key_enc default_modelrprotocolauthu [green]✓ Provider written to rEz$[dim]Ready now: /provider switch to rDzrC)rfrsrtrurvrFrGr` providersr}rr<r=r/rZosenvirongetrirq)r>rsrtrurvr}pexistingr~r models_rawrr protocol_rawr auth_choice needs_authrrchoicer]targets r _provider_addrs MM/0 3 4D  ,-*,66I6a&&D.6HI4?* "4&), -   CH  =>;>@FFHOCK#J MMOKK 45 IJ  ! '(..07C S=:F ?@*62K!"FGK IJ::>>+.. $[M2IJ  F #  AFAM MM*4& VHHMN MM . &-,9-V 5]J EsL44L48L9L9cSSKJn U"5nUR(d[R S5 g[R S5 URHnUR (aSUR 3OUR (aSOSn[R SURS URS URS UR5S US URS3 5 M g)NrcurrentzC[dim]No extension providers registered; use /dev provider add[/dim]z![bold]Extension providers:[/bold]zenv=zENC(machine-local)? • [cyan]u [/cyan] → z [dim](default=z , protocol=z, auth=z , source=)[/dim]) rfrrrFrGrrr}r~rresolved_protocolsource)rrprrs r_provider_listr0s1 )C ==  *   MM56 ]]}}1==/ "}}&   166(,qzzl;__-.++-./6188*G 5 rcSSKJnJnJn SnX!4H0nU"XP5(dM[R SUSUS35 SnM2 U(d[R SUS 35 g[ 5 g) Nr)rbrcremove_providerFu[yellow]✗ Removed provider  from rLTz#[dim]Extension provider not found: rC)rfrbrcrrFrGrq)r}rbrcrremovedrs r_provider_removerKst G,E 6 ( ( MM/vVF89M G F  ;D6HIMrc^SSKJnJn [R S5 [R S5 [ S5mT(aST;a[R S5 g[ U4S jU"5R55(a[R S TS 35 g[ S 5n[5nU"UTU5 [U5 [R S US35 [R SUST35 g)uScaffold a [[capabilities]] block in toml the user then edits in their editor — tool definitions are too complex for a smooth one-shot prompt.r)append_capability_scaffoldrvz. [bold]Add Capability (HTTP tool group)[/bold]zB[dim](writes a toml template; fill in fields in your editor)[/dim]z3Capability key (vendor.feature, e.g. dashscope.web).z/[red]key must be in vendor.feature format[/red]Nc3@># UHoRT:Hv M g7fNr-)rcr.s rr"_capability_add..os @!?A55C /capability enable ) rfrrvrFrGr`any capabilitiesrirq)r>rrvdisplayrr.s @r_capability_addr_s  MMCD MML G HC #S. GH @!2!?!? @@@ cU"789@AG  FvsG4 MM5fXXFG MM &vh/&'*U ,rc SSKJn U"5nUR(d[R S5 g[R S5 URHn[R SUR SUR S[UR5S35 URH@n[R S URS URS URS 35 MB M g) NrrzH[dim]No extension capabilities registered; use /dev capability add[/dim]z$[bold]Extension capabilities:[/bold]ru [/cyan] — z [dim](z tools)[/dim]u [dim]· u →  rC) rfrrrFrGr.rr(toolsr} http_methodendpoint)rrprts r_capability_listrs1 )C     ,   MM89    155'aii[9\N- 1 A MM amm_Aajj\P  rcSSKJnJnJn SnX24H0nU"X`5(dM[R SUSUS35 SnM2 U(d[R SUS 35 g[ U5 g) Nr)rbrcremove_capabilityFu[yellow]✗ Removed capability rrLTz%[dim]Extension capability not found: rC)rfrbrcrrFrGrq)r.r>rbrcrrrs r_capability_removersw G,E V ) ) MM1#fVHIN G F  =cU&IJrc ^SSKJnJnJn SSKJnJnJn [RS5 [S5mT(d[RS5 gU"5nTU;d$[U4SjUR55(a[RSTS 35 g[S 5n[S 5nU(d[RS 5 g[S 5n U (aFU RS5V s/sH)oR5(dMU R5PM+ sn O/n [S5n [5n U"TUUU U S9nU"X5 U"U"TUU UU S95 [!5 [RSTSU S35 [RSTSSR#SU 55S35 gs sn f)Nr) CustomSkill append_skillrv)BUILTIN_SKILLSSkillregisterz) [bold]Add Skill (Prompt template)[/bold]zSkill name (e.g. code-review)rwc3@># UHoRT:Hv M g7frr})rsr}s rr_skill_add..s$M_VVt^_rrxrz'Description (one line on what it's for)z(Prompt template (use {arg} placeholders)z%[red]Template must not be empty[/red]z5Arguments (comma-separated, e.g. city,lang; optional)ryzRequired MCP service (optional))r} descriptionprompt_template arguments mcp_service)r}rrrru [green]✓ Skill rrEz[dim]Ready now: /skill rc3.# UH nSUS3v M g7f<>Nrras rrrs0ias!HirrC)rfrrrvdashscope.acli.skills.baserrrrFrGr`rskillsr<r=rirqr)rrrvrrrrrrargs_rawrrrrrr}s @r _skill_addrs KJ MM>? 2 3D  ,- H ~$MX__$M!M!M ,TF2GHICDKHIO  =>NOH %NN3/=/q779/=  ;s 6F;F;c^SSKJn U"5nUR(d[R S5 g[R S5 URHnSR SUR 55nUR(aSURS3OS n[R S URS UU35 [R S UR35 [R S URSS[UR5S:aSOS S35 M g)Nrrz:[dim]No custom skills registered; use /dev skill add[/dim]zold]Custom skills:[/bold]rc3.# UH nSUS3v M g7frrrs rr_skill_list..s6+Q!A3a+rz [MCP: rVr rz[/cyan]  z [dim]Template: <z...rC) rfrrrFrGrrrr}rrr()rrprargsmcps r _skill_listrs1 )C :: H   MM/0 ZZxx6!++66,-MM a(r QVVHHTF3%@A Q]]O,- !!"3"3CR"8!9A--.3u# UHoRT:Hv M g7frr)rrr}s rr_tool_add..!s 8#7a66T>#7rrxrz+Description (tells the LLM when to call it)zACommand template (use {{arg}} placeholders, e.g. curl -s {{url}})z-[red]Command template must not be empty[/red]z \{\{(\w+)\}\}z[dim]Detected params: r rCz Description of param z (optional)stringT)r}typerequiredrz [bold]Permission level[/bold]:u/ [1] auto — run without asking the useru8 [2] confirm — confirm before running (recommended)u' [3] dangerous — double confirmationz Choose [2]: reautoconfirm dangerous)rdre3)r}rcommand_templateparams permissionu [green]✓ Shell tool rrEz[dim]LLM can call directly: (c3$# UHov M g7frr)rpns rrrSs52Bsr)rfrrrvrFrGr`r shell_toolsrefindallrrrZr=rrirq)rrrvrrrr param_namesrrdesc perm_choiceperm_maprrrr}s @r _tool_addrs  MM12 MMD 0 1D  ,- H 88#7#7 888 ,TF2GHIGHKK  EF**-/?@K F .tyy/E.FfMNB4RD DED MM$ $#':2   MM45 MMCD MMLM MM;<()//18SK)+>Hk95J  F )  Af M MM,TF,vhhOP MM & &$))5556g ?rcSSKJn U"5nUR(d[R S5 g[R S5 URHxn[R SUR SUR S35 [R SUR35 [R S URS 35 Mz g) Nrrz>[dim]No custom shell tools registered; use /dev tool add[/dim]z [bold]Custom shell tools:[/bold]r [/cyan] [rVrz [dim]Command: rC) rfrrrFrGr}rrr)rrprs r _tool_listrWs1 )C ??  &   MM45 __ QVVHIall^1EF Q]]O,- *1+=+=*>fEFrcSSKJnJnJn SnX!4H0nU"XP5(dM[R SUSUS35 SnM2 U(d[R SUS 35 g[ 5 g) Nr)rbrcremove_shell_toolFu[yellow]✗ Removed shell tool rrLTz"[dim]Custom shell tool not found: rC)rfrbrcrrFrGrq)r}rbrcrrrs r _tool_removerhst G,E V * * MM1$vfXYO G F  :4&GHMrc hSSKJn UR5nU(d[R S5 g[R S[ U5S35 [ USS9HNn[R SURS S URRS S URSS 35 MP g)Nrregistryz[dim]No tools registered[/dim]z[bold]Registered tools (z ):[/bold]cUR$rrr)s rr+_debug_tools..srr-z [cyan]30sr8sz] 2) dashscope.acli.tools.registryr list_toolsrFrGr(r0r}rvaluer)rrrs r _debug_toolsrs6    !E  67 MM,SZL BC E/ 0 qvvcl# ""2&c!--*<)= ? 1rcSSKnSSKJn URU5nU(d[R SUS35 g[R SUR SURRS35 [R SUR35 [R S 5 [R URURS S S 95 g) Nrr [red]Tool  does not exist[/red]z[bold]z [/bold] [rVrWz% [bold]Parameters JSON Schema:[/bold]F) ensure_asciiindent) jsonrrrrFrGr}rrrdumps parameters)r}_jsonrrSs r _debug_schemars6 << D  4&(=>? MMF499+Yt/D/D.EQGH MMBt''()* MM:; MM%++dooE!+LMrc|SSKJn SSKJn SSKJn UnU"[ 55nU(aUSU-- nU"U5nU(aXF- nUR(a.US- n[URS5HupxXGSUS 3- nM [RS [U5S 35 [RU5 g) Nr) SYSTEM_PROMPT)skills_summary_for_llm)disabled_capabilities_hintz Available Skill templates: z ## Long-term user directives r:z. rz[bold]Current system prompt (z chars):[/bold] ) dashscope.acli.agentrdashscope.acli.skillsrrorsetuser_directives enumeraterFrGr() r>rrrpromptrdisabledirs r _debug_promptrs2<H F #CE *F 4v==)&1H 66f44a8DA 2aSm #F9 MM 'F }4EF MM&rcN# SSKnSSKJn [U5S:a[R S5 gUSnUR U5nU(d[R SUS35 g[U5S:aSRUSS5OS nURU5n[R S US US35 SSK nURUR5(aUR"S0UD6IShvN n OUR"S0UD6n [R SU 35 g!URa#n[R S US 35 SnAgSnAff=fNf![a9n[R S[U5RSUS 35 SnAgSnAff=f7f)Nrrz<[dim]Usage: /dev debug call {"arg": "val"}[/dim]rrrz{}z [red]Failed to parse args JSON: rBz [dim]Calling rz )...[/dim]z[green]Result:[/green] z[red]Call failed: rXr)r rrr(rFrGrrloadsJSONDecodeErrorasyncioiscoroutinefunctionfunc Exceptionr__name__) cmd_partsrrr}rSargs_strkwargser$results r _debug_callr.sy6 9~ J   Q?*-i.1*_copyr0r1r2rpr2probeprofilesprofiler>env_hintr5messagesrespr,s r_test_providerrHs7  MM*4& :;; D! ?#''rd3A6!!=S%8%8%:1%= $''rd3A6E 6" -e4!)(1+t%,'//"!( e MMIdV+IJ K ??6h v&''+f-44<:>DE  v%EF #G,/ : 0 ]]82]66 D6)>?@ T\\$3%7$89: :: MM!$**.."E!FG**..#>?A  7   v1Aw 1#V -   sf,JC:I)J*>I(J)IJ%I(I )B"I J I J2J JJJc 8[U5 [RS5 SSKJn U"5n[RS[ UR 5S[ UR5S[ UR5S[ UR535 g) z4Re-apply extensions from toml files without restart.u&[green]✓ Extensions reloaded[/green]rrz providers: z, capabilities: z , skills: z, shell_tools: N) rqrFrGrfrr(rrrr)r>rrps r _dev_reloadrJs} MM:;1 )C MM CMM*+,S--./0szz?#?3s3G2H Jrc XSSKJn [RS5 [RSUR35 [RSUR 35 [RS5 UR 5n0nUHBnURURR/5RUR5 MD [UR55H*upV[RSUS[U5S 35 M, [RS 5 g ) z-Show recent API call log from executor stats.rrz![bold]Recent API call log:[/bold]z Provider: z Model: z$ [bold]Registered tool stats:[/bold]z [z] z toolsz/ [dim]For detailed token stats use /stats[/dim]N)rrrFrGr5r2r setdefaultrrrr}r0rr()r>rrby_permrpermnamess r_dev_logrP,s6 MM56 MML 123 MMIfll^,- MM9:    !EG 1<<--r299!&&Agmmo.  D6CJ'; use the full syntax: /dev model add [/red]z[dim]Recognized prefixes: r rCu-[dim]Usage: /dev model list — list available models /dev model add — register a new model /dev model add — shorthand; infer provider from name prefix /dev model remove — remove a custom model[/dim])rMrmr5u[dim]Usage: /dev provider add — interactively add an extension provider /dev provider list — list extension providers /dev provider remove — delete an extension provider[/dim] capabilityu[dim]Usage: /dev capability add — write a capability scaffold template /dev capability list — list extension capabilities /dev capability remove — delete an extension capability[/dim]rTu[dim]Usage: /dev skill add — interactively add a custom Skill /dev skill list — list custom Skills /dev skill remove — delete a custom Skill[/dim]rSu[dim]Usage: /dev tool add — interactively add a Shell tool /dev tool list — list custom Shell tools /dev tool remove — delete a custom Shell tool[/dim]debugrschemacallrru[dim]Usage: /dev debug tools — list all registered tools /dev debug schema — show a tool's JSON Schema /dev debug call {} — invoke a tool manually /dev debug prompt — show the current system prompt[/dim]testuM[dim]Usage: /dev test provider — test provider connectivity[/dim]reloadlogz[red]Unknown /dev subcommand: rB)'r=r<r(rFrGr _GUIDE_INDEXrQrJr6rr%rHrOrrrrrrrrrrrrrrr$get_running_loop create_taskr. RuntimeErrorrunrrHrJrP_GUIDES) cmdr>partssubactionr2r5r$loops rhandle_dev_commandrh@su IIK   E 5zQ h|,- (C g~ Z!^q V   \ [u_5zQ68U1X6V UUqa5e<#MM!7#AB MM499%:%?%?%ABC6K6U36 3 6 2 ' 'CJ!O &(E!H 5  MM2   jSZ1_q U? & ! v    ' 'CJ!O U1X &  MM9   ls5zQq U? F # v    ' 'CJ!O uQx 0  MM;   g~#e*/q U? L v  M ' 'CJ!O %( #  MMN   f}Uqq U? K v  L ' 'CJ!O q "  MM7   g~ Z!^q W  N8 7x CJ!O %( #4 3v   5//1  U!34 x  & !  MM;   f} u:?uQx:5  C//1  a&!AB  MM7   hF e| g~ hws|,- MM23%v>? MM(<()s  0 K./" ) 08  > N58V<=  >s$<T2T1$T.-T.1(UU)returnstr)r2rjriz str | None)r>rriNone)r>rr5rjr2rjrirk)r F)r[rjr\rjr]boolrirj)T)rgrlr)r>z Config | Nonerirk)rirk)r}rjrirk)r.rjr>rrirk)r)z list[str]rirk)r}rjr>rrirk)rcrjr>rrirk)4__doc__ __future__r rich.consoler rich.markdownrdashscope.acli.configrrrr rFrr%__annotations__r6r@rJrOrQ_GUIDE_PROVIDER_GUIDE_PLATFORM _GUIDE_TOOL _GUIDE_SKILLr]rbrYrr`rirqrrrrrrrrrrrrrrrr.rHrJrPrhrrrrws),# " )   )~ 0"8*F$ EP'T* Z B< @      O"3,_D 6(@,.6r *.CLG".   N.JDE P F(N*r