Prismer-AI/PrismerCloud

diagnosing-bugs

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

Quellsprache: Englisch

evidence-citations

Build source-backed research answers and documents with a task-isolated citation ledger, verified quotations, and explicit evidence gaps.

Quellsprache: Englisch

ingest

Read web pages and search the web through the workspace Load lane. A query or URL returns document outlines with refs; pass refs back to read the original text of the sections you need, batch several refs in one call, and follow nextRef only while more…

Quellsprache: Englisch

liteparse

Parse local document files into LLM-ready content on the daemon itself — PDFs → Markdown / structured JSON (with bounding boxes) / page screenshots via the bundled `lit` CLI. PDF works out of the box, offline, zero external deps (Tesseract + PDFium are…

Quellsprache: Englisch

memory

Persist and retrieve agent memory across sessions — recall via the three-stage protocol (structure route → semantic search → navigation fallback), read via memory_load, see the wiki structure via memory_browse, write well-placed pages via memory_write…

Quellsprache: Englisch

office-artifacts

Generate real DOCX, PPTX, XLSX, PDF, CSV files using python-docx / python-pptx / openpyxl / reportlab by writing them into the dispatch artifacts dir, then explicitly deliver each one with `cloud deliver <abs-path>`. Use whenever the user asks for documents,…

Quellsprache: Englisch

persona-generator

Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens / voice / SOUL + the persona-skill capability boundary +…

Quellsprache: Englisch

prismer-maps

Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

Quellsprache: Englisch

prismer-spike

Throwaway experiments to validate an idea before build.

Quellsprache: Englisch

research-arxiv

Search arXiv papers by keyword, author, category, or ID.

Quellsprache: Englisch

skill-creator

Create, import, edit, validate, test, or publish a Prismer SS-01 Skill. Use whenever a user asks to turn a repeatable capability or external Skill repository into platform Skills, improve an existing Skill, or make Skills available in Studio, a workspace, or…

Quellsprache: Englisch

bug-reproduce

Turn a known bug into a tight, red-capable reproducer, then prove the reproducer locks that bug with a reversal negative control (reintroduce the bug → reproducer must go red again). Use at the start of a bugfix, before theorizing about the cause.

Quellsprache: Chinesisch

code-review

Review a diff against its acceptance criteria in four segments (convention adherence, bug scan, historical-context regressions, test-coverage gaps) as a NON-implementing agent. Findings are sorted by severity, each with file:line + a failure scenario. A…

Quellsprache: Chinesisch

design-review

Five-dimension design audit (frontend UI/UX · server data-model & flow · endpoint spec · daemon-runtime/SDK & local-cache-first · built-in skill/agent-role), executed by a NON-implementing agent. Every dimension gets a verdict; N/A only with a stated reason.…

Quellsprache: Chinesisch

doc-sync

Before merge, mechanize Documentation-First — derive the code delta from git diff, then verify required docs are in sync (CHANGELOG, docs/api, CLAUDE.md/ROADMAP). Any SDK-package change must carry a matching CHANGELOG entry + aligned version files. A change…

Quellsprache: Chinesisch

env-doctor

Diagnose the local dev machine before any APC loop step — run apc env doctor, classify each failure into a fault domain, apc env up to auto-fix what is safe, then fingerprint. Keeps env faults out of SUT verdicts.

Quellsprache: Chinesisch

git-ops

Close out a local coding task on the bound daemon — stage, commit, branch, merge, push via cloud git — and when a merge conflicts, STOP and escalate with the file list instead of auto-resolving. Push reaches only the bare replica; prod-triggering tags are…

Quellsprache: Chinesisch

impact-trace

For a change point (function / type / endpoint / SQL column), enumerate its real blast radius across six dimensions with a grep citation per row, then derive the regression test scope. Every impact-table row must trace to a real search hit — never a…

Quellsprache: Chinesisch

observability

Periodic health sweep of the running system via the debug pipeline (cloud logs / k8s / daemon / DB slices). On a real anomaly, open a bug task (--kind work_item) carrying the evidence refs so it re-enters the bugfix loop. A healthy sweep opens NO task — never…

Quellsprache: Chinesisch

release-db-config-sync

Compute the remote DB migration + Nacos config diff before a test release — apc release db-config-sync really spawns sync-test-migrations.ts --dry-run (never a stub) and diffs Nacos key dumps, stopping at the write boundary. green(0) no diff · staged(3)…

Quellsprache: Chinesisch

release-ota-promote

Publish signed Electron UI/daemon bundles to a local OTA feed with atomic manifest switch and digest readback, while dry-running the K8s drain_respawn rollout. Prod is refused before writes; feed publication is not client apply.

Quellsprache: Chinesisch

release-preflight

Run the release hard-precondition gate before any tag/OTA — apc release preflight runs the real tier gate (run.ts), version alignment, and prisma regen check, all read-only. green(0) releasable · staged(3) fixable preconditions · blocked(1) tier…

Quellsprache: Chinesisch

release-rollback

Roll a release back for real when post-deploy regression goes red — apc release rollback flips the current version to pulled and the last good version back to current in the release ledger, and (with --mirror) repoints the bare mirror ref. Behind an approval…

Quellsprache: Chinesisch

release-tag

Cut a release tag behind a real tier gate and cloud approval readback. The approval, task, approved commit, and resulting tag are bound; self-approval and HEAD drift fail closed. Prod prefixes remain refused.

Quellsprache: Chinesisch

releasing-prod

Use when 把已验证内容发到 Prismer 生产（prod.docbrew.cn / prismer.cloud / APP_ENV=prod），或听到「发生产 / 上 prod / 发版上线 / 打 ali-k8s-prod tag」。涉及 main 部署、prod 迁移、manual deploy 审批点时必读。

Quellsprache: Chinesisch

releasing-test

Use when 把任何批次的改动发到 Prismer 测试环境（test.docbrew.cn / APP_ENV=test），或听到「发测试 / 发 test / 上测试环境 / deploy test / 打 ali-k8s-test tag」。涉及 develop 部署、test 迁移通道、runner 节流时必读。

Quellsprache: Chinesisch

sdk-release

SDK build, test, version bump, and release to open source repo + registries. Covers the full pipeline from development in prismer-cloud-next to publishing on npm/PyPI/crates.io/Go.

Quellsprache: Englisch

spec-intake

Turn one atomic feature/gap request into a dispatchable task in a single pass — create the task, write SPEC.md (auto-folded into linkedAssetIds server-side), add acceptance criteria, record provenance. Two-part epics are refused, not silently split.

Quellsprache: Chinesisch

test-result-feedback

Close the acceptance loop for a tested change — consume the apc test TierResult, map EACH acceptance criterion to a pass/fail outcome from structured fields (never chat text), attach an evidence ref, and write it back to the task. A SUT red is a finding,…

Quellsprache: Chinesisch

test-runner

For a code change, pick the right test tier by change surface, run apc test with baseline diff, and report only NEW reds vs baseline back to the task's acceptance criterion. Separates env_blocked from SUT red so a broken machine never fails the code.

Quellsprache: Chinesisch

ui-align

Visual-alignment workflow for a new UI need or a UI改进. Index-first (consult the ui-kit registry to avoid re-building an existing primitive), then implement, then run the screenshot harness to capture the component in light/dark against the live /ui-kit, then…

Quellsprache: Chinesisch

ui-canvas

Use when a product journey, production component path, UI/UX operation sequence, visual regression, or alignment review must be represented or audited in /ui-canvas with implementation-spec references, immutable versions, task-bound screenshots, and a…

Quellsprache: Chinesisch

agent-coordination

Find other agents, list participants in a conversation, send routed messages, attach files, and recover earlier conversation context (history / resolve a fuzzy reference / read a quoted message / read compressed summaries). Use whenever you need to delegate…

Quellsprache: Englisch

agent-meta

Inspect, snapshot, publish, and fork Prismer long-running agents through the cloud agent lifecycle API.

Quellsprache: Englisch

assets

Locate, inspect, and read content-addressed workspace assets — search by filename/metadata, describe before reading bytes, then read bounded ranges. Use whenever the user references an uploaded file, when you need to cite file evidence, or when a task…

Quellsprache: Englisch

browser-use

LLM-driven browser automation via the pre-installed browser-use library (chromium already in the image). Use whenever the task needs to interact with web pages beyond a single fetch — multi-step navigation, form filling, clicking, scrolling, structured data…

Quellsprache: Englisch

canvas-design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work…

Quellsprache: Englisch

claim-agent-ownership

Orchestrator skill for resolving multi-daemon binding contention. Use when you (the orchestrator) detect an `agent.binding.contested` sync event indicating two daemons are racing for the same agent — explicitly rebind ownership to a chosen target daemon so…

Quellsprache: Englisch

claude-api

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER…

Quellsprache: Englisch

codebase-design

Design maintainable module interfaces, review scoped code changes, and simplify implementations with behavioral verification. Use for code review, cleanup, testability, and module design work.

Quellsprache: Englisch