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Use the `check` tool to run a disciplined feedback loop when the task produces an artifact whose correctness you cannot confirm by reading the output and a failable pass/fail contract exists - render an SVG / chart / diagram, generate a config / regex / test…
Prompting rules for the open-weight **Krea 2 Turbo** text-to-image model on the comfyui `krea2` / `krea2-2gpu` workflows. Use when the user asks to generate / draw / render an image on a Krea 2 workflow. Krea 2 is an aesthetic-first natural-language model…
WHAT: Run an adversarial interview that stress-tests a raw idea before any building - surface its load-bearing assumption, steel-man the counter-case, register kill-criteria, and end with a go/no-go verdict. WHEN: Only when explicitly invoked - "grill me on…
WHAT: Build a behavioral eval that drives a small model of your choice (any pi provider) headless through the pi SDK to measure whether a pi extension / feature actually changes model behavior - does the model READ injected state, ACT on an injected…
WHAT: Drive the real `pi` TUI headlessly inside a tmux pane - boot it, send turns and slash commands with `send-keys`, read the rendered screen back with `capture-pane` - to smoke-test or observe behavior that only exists in an interactive session. WHEN: You…
Persist durable user preferences, validated approaches, project conventions, and reference pointers via the `memory` tool. Save when the user corrects your approach, expresses a preference, validates a non-obvious decision, or references an external system.…
WHAT: Choose between the three notes-ish tools - `scratchpad` (turn-to-turn free-form carry-over), `todo` (a typed multi-step plan), and `memory` (durable cross-session facts) - by scope and content kind. WHEN: You are about to jot something down to remember…
WHAT: Write TypeScript under `lib/node/`, `tests/`, and `config/pi/` that passes the repo's strict `oxlint --type-aware` configuration on the first try, so the husky pre-commit hook does not reject the commit. WHEN: User asks to add or edit a `.ts` /…
Prompting rules for **Chenkin Noob XL (CKXL)**, a NoobAI-XL-1.1 *eps* fine-tune. Use when the user asks to generate / draw / render an anime image on a CKXL workflow (v0.2, v0.5, or near-vanilla finetune). CKXL is eps (not v-pred) and uses `artist:name`…
Prompting rules for the OnomaAI **Illustrious-XL** SDXL anime / illustration model. Use when the user asks to generate / draw / render an anime / illustration image on an Illustrious-XL workflow (v0.1, v1.0, or a near-vanilla finetune). Illustrious takes…
Prompting rules for the Laxhar Labs **NoobAI-XL v-prediction** anime / illustration model. Use when the user asks to generate / draw / render an anime image on a NoobAI v-pred workflow. NoobAI uses `artist:name` syntax and is e621-trained (requires anti-furry…
Prompting rules for the CircleStone Labs **Anima** anime / illustration model. Use when the user asks to generate / draw / render an anime / illustration / non-photoreal image on an Anima workflow. Anima uses score tags and an `@artist` prefix syntax; it is…
Prompting rules for the Black Forest Labs **FLUX.2 [klein]** text-to-image / image-edit model. Use when the user asks to generate / draw / render / edit an image on a FLUX.2 workflow (`flux2-t2i`, `flux2-t2i-fast`, `flux2-edit`, `flux2-edit-fast`,…
WHAT: Use the `ai-skill-eval` CLI to validate that an AI model (especially a small local one) actually follows a SKILL.md - run per-skill evals through a driver, grade TRIGGER detection + expectation match, and read the report. WHEN: you drafted or edited a…
When to reach for a user hook (`~/.pi/agent/hooks.json` / `<repo>/.pi/hooks.json`) over an ad-hoc bash command or a full pi extension. Use when the user asks things like "can I run X every time pi does Y", "from now on when Z happens, do W", "log every bash…
WHAT: Conventions for adding or modifying a pi extension under `config/pi/extensions/` - the .ts + .md pair and where pure helpers / unit tests live. WHEN: the user asks to add a new pi extension, extract extension logic into a shared helper, or modify an…
WHAT: Author a new skill folder (SKILL.md plus optional references/scripts/assets) when a recurring pattern in your work should carry into future sessions; pick project-local or global scope. WHEN: you hit the same friction twice in a session and corrected it…
Plan multi-step work up front with the `todo` tool so it survives context compaction and stays visible every turn. Use when the user's request has two or more distinct steps, touches multiple files, mixes change + verify phases (e.g. "fix the bug and add a…
WHAT: Decide when to run a shell command off-turn with the `bg_bash` tool instead of blocking the turn on the built-in `bash` tool, and how to poll / steer / collect it across turns. WHEN: A command is long-running (dev server, build, watch, test suite,…
WHAT: Decide when to stop and ask the user a structured clarifying question with the `questionnaire` tool versus inferring and proceeding, and how to shape good single / multi / free questions with mutually-exclusive options. WHEN: A decision is genuinely the…
WHAT: Decide when the heavy `research` deep-research pipeline (plan -> fanout -> synth -> two-stage review, writing a cited report under ./research/) is worth its time and token cost, versus a cheaper single fetch or subagent. WHEN: The user wants a thorough,…
WHAT: Decide when to fire a prompt at yourself on a timer with the `schedule` tool, and which trigger to pick - recurring (cron / interval), one-shot (in / at), or activity-anchored idle (after). WHEN: A session should act without a manual nudge - a cadence…
WHAT: Conventions for bats tests in this repo. WHEN: User asks to add or edit a `.bats` test file anywhere under tests/. DO-NOT: Put tests under tests/bin/ instead of mirroring the source path; invent new helper names when common.bash already has one; rely on…
WHAT: Scaffold a new bin script in this dotfiles repo with the required sibling files: the script itself, a bash completion file, and a bats test. WHEN: User asks to add a new git subcommand, utility script, or any other executable under dotenv/bin or a…
WHAT: Author and edit markdown in this dotfiles repo so it conforms to the project markdownlint config and oxfmt prose-wrap settings, and runs through `markdownlint-cli2 --fix` and `oxfmt` cleanly. WHEN: User asks to write, edit, restructure, or fix lint on…
WHAT: Conventions for files under plugins/ - numeric load-order prefix, `command -v` guard, disable-switch contract, no-blocking-work-at-source-time. WHEN: User asks to add a new plugin, move an integration into a plugin, or debug why a plugin isn't loading.…
Reach for the `ai-fetch-web` CLI for web access - search the web, fetch a URL as clean markdown, batch-fetch many URLs in parallel, convert raw HTML, list links, extract CSS-selector fields, read page metadata, or screenshot a page - whenever it is on…
When to reach for the `apply_patch` tool over `edit` / `write`, plus the strict Codex patch shape (`*** Begin Patch ... *** End Patch` envelope with `@@` hunks). Use for multi-file refactors, rename + edit combos, large diffs against one file, or any task…
Reach for the `compute` tool (sandboxed JavaScript) instead of shelling out to `python3 -c`, `node -e`, `bc`, `expr`, or `jq` whenever the task is pure calculation or data transformation - arithmetic, big-number math, base/radix conversion, date math,…
Default to `rg`/`grep` for discovery instead of reading whole files. Use whenever you're hunting for a symbol, function, pattern, or a specific line in a repo you don't already have fully loaded in context - especially on files over ~400 lines, unknown…
Run subagents asynchronously with `run_in_background: true` and manage them with `subagent_send` (status / wait / steer / abort). Use when you want to fan out work, hide latency behind other steps, or keep the parent responsive while a long child runs. Pairs…
Delegate discovery, planning, and scoped edits to a `subagent` (agent types `explore` / `plan` / `general-purpose`) whenever the next steps would pollute the parent's context with intermediate tool output you won't reuse. Use `modelOverride` to push grunt…
WHAT: Keep REFERENCE.md and the README.md Configuration Options table in lockstep with the public shell surface of this dotfiles repo. WHEN: User adds, renames, or removes an alias, shell function, environment variable, git subcommand, hook, prompt option,…
WHAT: After editing shell / bats / TypeScript in this repo, run the matching gate command (`./dev/lint-shell.sh`, `./dev/test-bats-docker.sh`, or `npm test`) before claiming the change is done, and quote the pass output. WHEN: Any finished edit in dotenv/,…
WHAT: Draft commit messages and PR descriptions for this dotfiles repo, defaulting to subject-only and adding a short body only when the why is not visible in the diff. WHEN: User asks to commit, write or rewrite a commit message, or open or describe a pull…
WHAT: Decide which dotenv phase file and which platform subdirectory a new alias, function, export, or completion belongs in. WHEN: User asks to add (or move) an alias, shell function, env var, or completion in this dotfiles repo. DO-NOT: Put…
WHAT: When a command fails, quote the literal error line from its stderr/stdout before proposing a fix, and re-read the exact source (file + line, env var, config key) the error points at. WHEN: Any non-zero exit from a build, test, lint, install, or runtime…
WHAT: Keep edits narrow - change only the lines the task requires, preserve surrounding formatting, and never rewrite a file when a targeted edit suffices. WHEN: Any modification to an existing file. DO-NOT: Reformat unrelated regions, reorder imports or keys…
WHAT: Before telling the user a code change is done, actually run a verification command (tests, lint, a smoke invocation) and paste the pass output into the reply. WHEN: Any multi-file edit, new script, rename, bug fix, or refactor where the user expects…
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