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is a practical enhancement pack for pi coding agent — token-efficient workflow, cache-friendly design, and smarter tools.","maintainers":[{"name":"weckerrr","email":"werkerrrrr@gmail.com"}],"readme":"# decorated-pi\n\n`decorated-pi` is a practical enhancement pack for [Pi](https://github.com/earendil-works/pi) — token-efficient workflow, cache-friendly design, and smarter tools.\n\n## Install\n\n```bash\npi install npm:decorated-pi\n# or\npi install git:github.com/lcwecker/decorated-pi\n# or\npi install /path/to/decorated-pi\n```\n\n## Features\n\n### 1. Token Efficiency\n\nMultiple layers of token savings that compound across every session.\n\n**Talk Normal Prompt** — injects a response-style prompt adapted from [talk-normal](https://github.com/hexiecs/talk-normal) (prompt.md v0.6.2), trimming filler, summary stamps, conditional follow-up menus, negation-frame phrasing, and verbose framing. This reduces assistant output tokens and keeps visible reasoning / explanation blocks tighter.\n\n**Codegraph** — integrates [codegraph](https://github.com/colbymchenry/codegraph) to offer a code map of your project, so the LLM can navigate symbols and call graphs without chaining `ls` → `grep` → `read`. **Create and maintain the project index yourself; see the [codegraph documentation](https://github.com/colbymchenry/codegraph/blob/main/README.md).**\n\n**Auxiliary Models** — offloads heavy-but-dumb tasks to cheaper models so your primary model only pays for the hard work:\n\n- **Image Read Fallback** — detects image type via magic bytes, calls a configured vision-capable model, and injects the analysis text, so your main model never touches image tokens\n- **Compact Model** — handles context compaction with a smaller model instead of burning main-model capacity, and carries the task on after an automatic compaction so the run does not stop early (a manual `/compact` does not resume)\n\n> Configured via `/dp-model`.\n\n**Cache‑friendly Design** — stable system prompt prefix:\n\n- tool definitions, guidelines, and skills are sorted alphabetically so the system prompt stays deterministic for the same project and configuration\n- MCP servers are registered with pi's built-in MCP extension, so the session keeps one connection path and one tool list\n\n**Pi Native Prompt Slimming** — moves the default Pi documentation block out of the system prompt and into a builtin `pi-docs` skill, so the docs reference loads on demand instead of sitting in every turn's prompt.\n\n**Large Result Externalization** — a `tool_result` hook saves a tool's first text result when it exceeds 30,000 characters to `/tmp/decorated-pi-results/-.txt`, replacing it with a one-line pointer (`[Output too long, saved to /tmp/…]`) that the LLM can read on demand. Only the oversized part is replaced — an image or a second text part in the same result stays in context. The built-in `bash` tool is left to pi, which captures shell output itself (50 KB / 2000 lines, full text in a spill file). Earlier days' files are swept on session start.\n\n### 2. Smarter Tools\n\nLLM-callable tools and workflow upgrades with better UX and fewer wasted turns.\n\n#### Patch Tool\n\n| Capability | Pi native `edit` | `patch` |\n| ------ | :---: | :---: |\n| **Anchor‑based search** | ❌ extending `oldText` for uniqueness | ✅ `anchor` bounds scope for precise matching |\n| **Fuzzy whitespace match** | ❌ only reports \"not found\" | ✅ auto‑corrects tab↔space / trailing whitespace mismatches |\n| **Edit fault diagnostics** | ❌ only reports \"not found\" | ✅ pinpoint faults for LLM comprehension |\n| **Stale‑read protection** | ❌ Blind to external changes | ✅ `read` captures mtime, `patch` rejects stale targets |\n\n#### LSP support\n\nA language server answers from the compiler's binding graph: imports, re-exports and overloads resolve exactly, every reference to a symbol is enumerated, and a rename's complete edit set comes back across every file that references it. A model reading the files works from the subset it opened.\n\n- **`lsp_definition`** — where a symbol is defined\n- **`lsp_references`** — every reference to a symbol\n- **`lsp_document_symbols`** — a file's symbol outline, to find a position\n- **`lsp_rename`** — the exact workspace edits for a rename, applied to disk (or previewed)\n\nSupported languages: c/cpp, go, java, lua, python, ruby, rust, svelte, typescript. TypeScript support is bundled; the other languages require their corresponding language-server binaries.\n\n#### Ask tool\n\nCollect text, single-choice and multi-choice answers when the agent needs clarification. The agent passes a `context` with the facts needed to answer, and the answering path decides who responds:\n\n- **Who answers** — `me` (default) opens the wizard in the terminal. `jev` has a [TypeSafe](https://typesafe.ai) System One model judge each question against the supplied `context`, answering closed questions without a round trip; only single- and multi-choice questions have an answer space to judge, and free text always goes to the user.\n- **Escalation** — anything Jev is not sure of comes back marked as needing the user: low confidence, a \"the context does not determine it\" verdict, a missing key, or a transport failure. The agent then puts those questions in its reply, so this path needs no terminal and works in rpc/json/print sessions.\n- **Configuration** — `/dp-settings` → Tools → Ask (Enabled / Who answers / key), or `askWho` and `typesafeApiKey` in `decorated-pi.json`. `TYPESAFE_API_KEY` takes precedence so the key can stay out of the file; the UI masks it.\n\n### 3. Web Access\n\nTwo native tools, both keyless. Search runs through three hosted backends and falls over automatically; fetching reads the URL directly and only leaves the machine when a plain HTTP client cannot render the page.\n\n**`websearch`** — AnySearch → Exa → Parallel, first backend that returns results wins. A filter only one backend understands pins that backend, so `includeDomains` never lands somewhere it would be ignored.\n\n| Backend | Strength | Endpoint |\n| --- | --- | --- |\n| AnySearch | widest coverage: 17 vertical domains, batched queries, URL extraction | `https://api.anysearch.com/mcp` |\n| Exa | semantic search plus category, domain, date and summary filters | `https://mcp.exa.ai/mcp` |\n| Parallel | objective-shaped retrieval ranked against a stated goal | `https://search.parallel.ai/mcp` |\n\n**`webfetch`** — local HTTP GET first (`localhost` and intranet hosts work, the URL stays local), with `markdown` / `text` / `html` output and image URLs returned as attachments. When a bot challenge, an HTTP error or a client-rendered page defeats the local fetch, it retries through AnySearch extract and then Jina reader. Private and local hosts skip those backends, and `allowRemote: false` keeps every URL on the machine; non-HTTP URLs are refused before any request is made.\n\n> Behind an HTTP proxy, Node's `fetch` connects directly and times out even though `curl` works — set `NODE_USE_ENV_PROXY=1` on Node 24+ to make it honour `HTTPS_PROXY`. Failure messages say so when a proxy variable is set.\n\n### 4. MCP Ecosystem\n\nProtocol, connections, tool registration and `/mcp` come from pi's built-in MCP extension. The pack contributes the one server definition it cannot do without, handed over with `pi.registerMcpServer()` and named by pi as `mcp____`:\n\n| Server | Tool Prefix | Source |\n| --- | --- | --- |\n| codegraph | `mcp__codegraph__*` | local `codegraph` CLI, only where a `.codegraph` index exists |\n\n**Custom servers** in `~/.pi/agent/mcp.json` (global) or `.pi/mcp.json` (project, trusted projects only). Project entries replace global entries with the same name, and an `mcp.json` entry of the same name takes precedence over the builtin registration.\n\n```json\n{\n \"mcpServers\": {\n \"my-server\": {\n \"url\": \"https://my-mcp.example.com/mcp\",\n \"enabled\": true\n },\n \"my-disabled\": {\n \"url\": \"https://my-mcp.example.com/other\",\n \"enabled\": false\n },\n \"my-stdio\": {\n \"command\": \"npx\",\n \"args\": [\"-y\", \"my-mcp-server\"],\n \"env\": { \"DEBUG\": \"1\" }\n }\n }\n}\n```\n\nUse `/mcp` to sign in, reconnect, enable or disable a server and change its exposure — the servers the pack ships appear there with scope `extension`. Servers speak stdio or streamable HTTP; the SSE transport of the older MCP spec is not available. An `mcp.json` entry of the same name replaces a builtin server, and it has to carry a valid `command`/`url` for the override to be accepted — `{ \"codegraph\": { \"command\": \"codegraph\", \"args\": [\"serve\", \"--mcp\"], \"enabled\": false } }` switches it off. Servers the pack used to read from a project's `.pi/agent/mcp.json` are moved to `.pi/mcp.json` the next time the pack loads with the MCP module enabled — and like any project entry they count only in a trusted project.\n\n### 5. Other\n\n- `/code-review [prompt]` — offload review of current SCM changes, or of a scope described in the prompt (e.g. a file/directory path, also without a git/svn repository), to a separately configured model, avoiding a `/model` switch in the main session and preserving its prompt cache. Without a scope the reviewer inspects the working tree itself via read-only SCM commands, but requires at least one tracked change (A/M/D/R/…); a tree with only untracked files (or none at all) needs an explicit scope.\n- `/usage` — token stats with cache‑hit rate, per‑model breakdown (Session / Today / This Week / This Month / All Time)\n- `/retry` — continue after interruption\n- **Progressive context** — supports subdirectory `AGENTS.md` / `CLAUDE.md` discovery and injection\n- **WakaTime** — coding activity tracking via [WakaTime](https://wakatime.com)\n\n## Configuration\n\nRuntime settings live in `~/.pi/agent/decorated-pi.json`. Run `/dp-settings` to configure modules and dependency paths, and `/dp-model` to configure auxiliary models.\n\n```json\n{\n \"modules\": {\n \"tools\": {\n \"patchOverrideEdit\": true,\n \"ask\": true,\n \"lsp\": true,\n \"mcp\": true,\n \"websearch\": true,\n \"webFetch\": true\n },\n \"hooks\": {\n \"wakatime\": true,\n \"tps\": true\n },\n \"commands\": {\n \"retry\": true,\n \"usage\": true\n }\n },\n \"askWho\": \"me\",\n \"dependencies\": {\n \"wakatime-cli\": {\n \"dontBother\": true\n }\n }\n}\n```\n\n- `modules` can be toggled on/off to enable/disable features. All are enabled by default.\n- `askWho` picks who answers the `ask` tool: `\"me\"` opens the terminal wizard, `\"jev\"` has a TypeSafe System One model answer closed questions from the context the agent supplied. `\"jev\"` needs `typesafeApiKey` here or the `TYPESAFE_API_KEY` environment variable, which takes precedence.\n- `dependencies[binaryName].path` overrides the lookup location for a binary (file or directory). `dependencies[binaryName].dontBother` silences missing-dependency notifications for that binary. Both are optional.\n\n## License\n\nMIT\n","readmeFilename":"README.md"}