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Copy file name to clipboardExpand all lines: README.md
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Doing the right thing > doing things right.
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```
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## North Star
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TeaPrompt helps humans and host agents choose the **right amount of rigor** for a task, record **why** decisions were made, and verify outcomes with **evidence** — using composable prompt layers and nine workflow skills as natural-language harness policy, **without** operating its own agent runtime.
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Full library docs: [reflective-prompt-library/README.md](reflective-prompt-library/README.md).
Copy file name to clipboardExpand all lines: reflective-prompt-library/GLOSSARY.md
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## Governance Maintenance Playbook / 治理維護手冊
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Ongoing upkeep after panel close (Rounds 1–67). Not agent instructions — operator checklist.
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Ongoing upkeep after panel close (Rounds 1–68). Not agent instructions — operator checklist.
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**Operational test:** Before router tuning, add fresh ROUTE-002/003 holdout phrases; run `make validate`; record decisions in `PROJECT_KNOWLEDGE.md` Decision Index when governance surface changes.
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**Operational test:** Before router tuning, add fresh ROUTE-002/003 holdout phrases; run `make all`; record decisions in `PROJECT_KNOWLEDGE.md` Decision Index when governance surface changes.
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1. Run `make all` on every governance/routing change.
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## Governance Panel Record
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Multi-agent Socratic consensus on project goals and the nine skills (Rounds 1–20, options A–AJ) is recorded in [plans/multi-agent-panel-consensus-2026-06-25.md](plans/multi-agent-panel-consensus-2026-06-25.md). Run `make validate` before claiming routing or governance changes.
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Multi-agent Socratic consensus on project goals and the nine skills (Rounds 1–68, options A–CZ) is recorded in [plans/multi-agent-panel-consensus-2026-06-25.md](plans/multi-agent-panel-consensus-2026-06-25.md). Run `make all` before claiming routing or governance changes are verified.
Copy file name to clipboardExpand all lines: reflective-prompt-library/plans/QUALITY_GATES_SUMMARY.md
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ROUTE-002 measures unseen phrasing separately from ROUTE-001. Round 7 (2026-06-25) added Traditional Chinese holdout groups with matching router intent keywords — fairness test without full `SKILL.md` translation. Round 65 expanded to 36 groups / 100 phrases; post-panel maintenance added ROUTING_CONTRACT **R11** (approved-spec delivery) with ROUTE-003 `implement_not_plan_trap` at 100%. Treat this as a seeded holdout, not proof of broad semantic routing; add fresh cases before further router tuning.
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## Phase 2 Status (Round 21 audit)
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## Phase 2 Status (post-Round 68 maintenance)
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### Done ✅
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1.**CI/CD** — `.github/workflows/python-tools.yml` runs `make all` on push/PR
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2.**ROUTE-001/002/003 in CI** — 128 + 100 + 31 paraphrases at 100% consistency (seeded fixtures); `validate_route_fixture.py` gates minimum coverage
Phase 1 quality-gate tooling and documentation are **complete**. Routing consistency on seeded fixtures (ROUTE-001 tuning, ROUTE-002 holdout, ROUTE-003 adversarial) is at **100%** as of Round 65 plus R11 approved-spec delivery maintenance; treat this as regression protection, not proof of broad semantic routing. TeaPrompt has:
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Phase 1 quality-gate tooling and documentation are **complete**. Routing consistency on seeded fixtures (ROUTE-001 tuning, ROUTE-002 holdout, ROUTE-003 adversarial) is at **100%** as of Round 68 (R11 approved-spec delivery + R12 boundary quick-cue maintenance); treat this as regression protection, not proof of broad semantic routing. TeaPrompt has:
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- ✅ Automated validation to prevent quality degradation
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- ✅ Machine-readable index for tool integration
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- ✅ Benchmark fixture gate plus optional manual benchmark runs
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- ✅ Research-backed design decisions
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The project is positioned to grow sustainably with quality discipline built in from the start. **No open implementation blockers** remain from the Rounds 8–20 panel work (Round 21 audit). The next measurable quality target is **holdout expansion before router tuning** and optional manual baseline-vs-skill benchmark runs — not shipping new core skills without promotion evidence.
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The project is positioned to grow sustainably with quality discipline built in from the start. **No open implementation blockers** remain from panel Rounds 1–68; work is recurrence-gated maintenance per playbook. The next measurable quality target is **holdout expansion before router tuning** and optional manual baseline-vs-skill benchmark runs — not shipping new core skills without promotion evidence.
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