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stems
Reconstruct Dazzle/HM judgement from stems before inventing structure
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Reconstruct Dazzle/HM judgement from stems before inventing structure
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when authoring trial.toml, running agent QA ladder (coverage/journey/deep), or triaging friction for improve auto-seed. Agent-first live investigation of Dazzle apps; human is gated L4. Triggers: qa trial, trial.toml, business-user testing, coverage inventory, journey mode, adoption_criteria, ownership triage, #1625 ladder.
Use when authoring trial.toml, running agent QA ladder (coverage/journey/deep), or triaging friction for improve auto-seed. Agent-first live investigation of Dazzle apps; human is gated L4. Triggers: qa trial, trial.toml, business-user testing, coverage inventory, journey mode, adoption_criteria, ownership triage, #1625 ladder.
Run all quality checks on modified files — the on-demand pre-ship quality gate
Monitor CI pipeline status, diagnose failures, and drive the badge back to green
Commit, verify, tag, and push with the repo's pre-flight gate suite (lint, type, drift gates, docs build)
Reconstruct Dazzle/HM judgement from stems before inventing structure
| name | stems |
| description | Reconstruct Dazzle/HM judgement from stems before inventing structure |
Use when starting non-trivial work on the monorepo, HaTchi-MaXchi, or an example app — architecture, new Hyperparts, DSL domain expansion, RBAC, or “should we build X like Y?”
Practice note: docs/architecture/epistemic-engineering-practice.md
Paper: Epistemic Engineering (Barlow, 2026)
stems/INDEX.md, then the stem that matches the task.packages/hatchi-maxchi/stems/INDEX.md if UI/Hyperparts.examples/<app>/stems/INDEX.md or project stems/INDEX.md.AGENTS.md (repo or package) for commands and playbooks.docs/adr/.future issue? → docs/decisions/ (rg '^status: PARKED').
Do not implement a PARKED DD without moving it to FORCED with a named consumer.docs/counter-priors/ or
dazzle prove representation / MCP knowledge counter_prior.stems → AGENTS → ADRs → DDs → counter-priors → package/app stems
→ maps/tests/dual-locks/ship-surface → guides → gallery mocks
| Class | Is a stem? | Role |
|---|---|---|
stems/*.md | yes | Enduring judgement |
| ADR | no (expression) | Why we chose |
| DD | no | When residual work may proceed |
| Counter-prior | no | Negative space |
| Dual-lock / gate | no | Assessment |
future issue that links a PARKED DD “to make progress.”stems/epistemic-layout.mddocs/decisions/INDEX.mddocs/counter-priors/INDEX.mdpackages/hatchi-maxchi/docs/agent/