Individual skill
ai-delivery-spec
Clarify, create, review or change product, service and office workflow requirements, PRDs and interactive prototypes. Use for vague goals, process improvements, spreadsheet/form rules, small UI edits and changes to existing systems, even without the word requirement. 中文:产品、服务及办公流程的需求判断、深挖澄清、PRD、原型、变更与验收;一句话想法、表单/表格规则和微小改动也适用。明确的纯翻译、排版、抄录或既定步骤执行由对应工具直接处理。
SKILL.md
Source commit e76b55007abc278c5b7a88e0648ea36ac99ad2d6
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 37
- Repository last updated
- Nov 1, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- prd Repository topic
- agent-skills Repository topic
- ai-coding Repository topic
- coding-agents Repository topic
- domain-knowledge Repository topic
- product-requirements Repository topic
- ai-delivery-spec Repository topic
- product-management-skills Repository topic
- claude-skills Repository topic
- codex-skills Repository topic
- operations Derived category
- design Derived category
- design-interface Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.gitattributesasset · 225 bytes.github/CONTRIBUTING.mddoc · 5,701 bytes.github/ISSUE_TEMPLATE/bug_report.mddoc · 540 bytes.github/ISSUE_TEMPLATE/domain_module_proposal.mddoc · 1,372 bytes.github/ISSUE_TEMPLATE/feature_request.mddoc · 561 bytes.github/PULL_REQUEST_TEMPLATE.mddoc · 1,312 bytes.github/SECURITY.mddoc · 1,555 bytes.github/assets/lifecycle-bridge.svgasset · 3,150 bytes.github/workflows/validate.ymlasset · 2,144 bytes.gitignoreasset · 216 bytesCHANGELOG.mddoc · 19,653 bytesIMPLEMENTATION.mddoc · 14,452 bytesLICENSEasset · 1,064 bytesREADME.mddoc · 9,238 bytesSKILL.mdcore · 5,311 bytesagents/openai.yamlasset · 394 bytesexamples/configuration-to-consumption.mddoc · 12,890 bytesexamples/medium-review-handoff/requirement.mddoc · 7,927 bytesexamples/medium-review-handoff/review-prototype.htmlasset · 46,445 bytesexamples/minimal-v5/README.mddoc · 887 bytesexamples/minimal-v5/intake.yamlasset · 1,046 bytesexamples/minimal-v5/requirement-card.mddoc · 2,620 bytesexamples/requirements-workflow.pngasset · 1,259,058 bytesexamples/spec.config.example.yamlasset · 1,318 bytesmaintainer/README.mddoc · 6,425 bytesmaintainer/checks/check_execution_state.pyruns · 11,189 bytesmaintainer/checks/check_human_review_contracts.pyruns · 5,351 bytesmaintainer/checks/check_v540_readme_commands.pyruns · 2,265 bytesmaintainer/evals/domain-fixtures.yamlasset · 7,638 bytesmaintainer/evals/domain-stage-cases.jsonasset · 74,817 bytesmaintainer/evals/domain-stage-cases.mddoc · 50,846 bytesmaintainer/evals/eval-catalog.yamlasset · 10,238 bytesmaintainer/evals/evidence/domain-stage-adjudication.jsonasset · 1,804 bytesmaintainer/evals/evidence/domain-stage-release.txtdoc · 6,058 bytesmaintainer/evals/evidence/domain-stage-review-1.jsonasset · 17,523 bytesmaintainer/evals/evidence/domain-stage-review-2.jsonasset · 17,915 bytesmaintainer/evals/evidence/domain-stage-review-3.jsonasset · 14,956 bytesmaintainer/evals/evidence/domain-stage-review-followup.jsonasset · 4,120 bytesmaintainer/evals/evidence/domain-stage-snapshot.jsonasset · 5,493 bytesmaintainer/evals/evidence/domain-stage-verdicts-followup.jsonasset · 8,130 bytesmaintainer/evals/evidence/domain-stage-verdicts-initial.jsonasset · 111,019 bytesmaintainer/evals/evidence/production-practice-attestation-2026-07-12.yamlasset · 728 bytesmaintainer/evals/evidence/release-status.yamlasset · 10,137 bytesmaintainer/evals/evidence/static-regression-2026-07-11.yamlasset · 5,023 bytesmaintainer/evals/evidence/v551-validation.mddoc · 4,243 bytesmaintainer/evals/evidence/v552-validation.mddoc · 15,872 bytesmaintainer/evals/evidence/v553-domain-review.mddoc · 9,781 bytesmaintainer/evals/evidence/v553-validation.mddoc · 9,572 bytesmaintainer/evals/evidence/v556-source-refresh-20261031.mddoc · 1,203 bytesmaintainer/evals/industry-assurance-portfolio.yamlasset · 7,220 bytesmaintainer/evals/metric-definitions.yamlasset · 8,487 bytesmaintainer/evals/requirement-intake-benchmark.yamlasset · 3,188 bytesmaintainer/examples/discovery-contract-example.yamlasset · 1,436 bytesmaintainer/examples/generic-energy-capsule-v5/project-domain-capsule.yamlasset · 5,608 bytesmaintainer/examples/publishing-learning-v5/delivery/evidence/content-module-slice.yamlasset · 7,846 bytesmaintainer/examples/publishing-learning-v5/delivery/evidence/context-plan.yamlasset · 1,258 bytesmaintainer/examples/publishing-learning-v5/delivery/manifest.jsonasset · 996 bytesmaintainer/examples/publishing-learning-v5/delivery/projections/unified-prd.mddoc · 12,054 bytesmaintainer/examples/publishing-learning-v5/delivery/truth/product-truth.yamlasset · 29,165 bytesmaintainer/examples/stage0-inventory-example.yamlasset · 6,956 bytesmaintainer/examples/traffic-regulatory-change-v5/change-package.yamlasset · 2,569 bytesmaintainer/release-evaluation.mddoc · 5,522 bytesmaintainer/runtime-package.yamlasset · 416 bytesmaintainer/schemas/assurance-evidence.schema.jsonasset · 1,865 bytesmaintainer/schemas/domain-pack.schema.jsonasset · 4,640 bytesmaintainer/templates/domain-module-template.mddoc · 11,066 bytesmaintainer/tests/fixtures/coding-l2-thin.mddoc · 198 bytesmaintainer/tests/fixtures/coding-l2.mddoc · 7,953 bytesmaintainer/tests/fixtures/gate-prototype-invalid.htmlasset · 1,001 bytesmaintainer/tests/fixtures/gate-prototype-review.htmlasset · 431 bytesmaintainer/tests/fixtures/gate-prototype-valid.htmlasset · 947 bytesmaintainer/tests/fixtures/gate-requirement-invalid.yamlasset · 632 bytesmaintainer/tests/fixtures/gate-requirement-valid.yamlasset · 1,426 bytesmaintainer/tests/fixtures/prd-l2-keyword-shell.mddoc · 1,500 bytesmaintainer/tests/test_context_notes_cli.pyruns · 4,342 bytesmaintainer/tests/test_contract_example_execution.pyruns · 9,768 bytesmaintainer/tests/test_cr1_domain_diagnostics.pyruns · 5,509 bytesmaintainer/tests/test_cr1_runtime_entry.pyruns · 8,277 bytesmaintainer/tests/test_cr1_team_preferences.pyruns · 13,501 bytesmaintainer/tests/test_cr1_templates_and_distribution.pyruns · 8,475 bytesmaintainer/tests/test_domain_stage_eval.pyruns · 3,400 bytesmaintainer/tests/test_evidence_scope_regressions.pyruns · 14,812 bytesmaintainer/tests/test_human_first_stage0_contracts.pyruns · 11,058 bytesmaintainer/tests/test_product_experience.pyruns · 6,257 bytesmaintainer/tests/test_release_semantic_regressions.pyruns · 1,199 bytesmaintainer/tests/test_review_workspace_contracts.pyruns · 64,611 bytesmaintainer/tests/test_runtime_resilience.pyruns · 13,685 bytesmaintainer/tests/test_v546_contract_invariants.pyruns · 18,062 bytesmaintainer/tests/test_v547_dynamic_literal_anchor.pyruns · 7,349 bytesmaintainer/tests/test_v550_external_review.pyruns · 11,174 bytesmaintainer/tests/test_v550_followup.pyruns · 6,475 bytesmaintainer/tests/test_v550_requirements.pyruns · 14,114 bytesmaintainer/tests/test_v550_system_review.pyruns · 7,403 bytesmaintainer/tests/test_v551_handoff_tools.pyruns · 9,600 bytesmaintainer/tests/test_v552_bilingual_entry.pyruns · 3,609 bytesmaintainer/tests/test_v552_conditional_review_targets.pyruns · 3,155 bytesmaintainer/tests/test_v552_css_controls.pyruns · 1,166 bytesmaintainer/tests/test_v552_delivery.pyruns · 7,101 bytesmaintainer/tests/test_v552_final_guard_phrasing.pyruns · 1,855 bytesmaintainer/tests/test_v552_inactive_review_contexts.pyruns · 2,986 bytesmaintainer/tests/test_v552_inactive_review_tabs.pyruns · 1,702 bytesmaintainer/tests/test_v552_intake_sources.pyruns · 6,580 bytesmaintainer/tests/test_v552_probe_scope.pyruns · 9,062 bytesmaintainer/tests/test_v552_reference_noise.pyruns · 820 bytesmaintainer/tests/test_v552_review_builder.pyruns · 3,619 bytesmaintainer/tests/test_v552_static_anchor_scope.pyruns · 1,404 bytesmaintainer/tests/test_v552_structured_prd_links.pyruns · 2,814 bytesmaintainer/tests/test_v555_domain_retrieval.pyruns · 6,067 bytesmaintainer/tests/test_v555_generated_forms.pyruns · 10,597 bytesmaintainer/tests/test_v555_reference_resolution.pyruns · 2,689 bytesmaintainer/tests/test_v555_triage_diagnostics.pyruns · 4,921 bytesmaintainer/tests/test_v556_expert_fixes.pyruns · 6,544 bytesmaintainer/tests/test_v556_localized_severity.pyruns · 1,057 bytesmaintainer/tests/test_v556_overlay_event_wiring.pyruns · 5,236 bytesmaintainer/tests/test_v556_readonly_prototype_scope.pyruns · 6,731 bytesmaintainer/tests/test_v556_release_contracts.pyruns · 11,021 bytesmaintainer/tests/test_v556_release_domains.pyruns · 9,553 bytesmaintainer/tests/test_v556_repository_scope.pyruns · 6,563 bytesmaintainer/tests/test_v556_review_builder_cli.pyruns · 1,782 bytesmaintainer/tests/test_v556_review_repairs.pyruns · 7,277 bytesmaintainer/tests/test_v556_semantic_candidate_coverage.pyruns · 5,922 bytesmaintainer/tests/test_v556_validator_wiring.pyruns · 3,254 bytesmaintainer/tests/test_v557_chinese_discovery.pyruns · 1,609 bytesmaintainer/tests/test_v557_contextual_evidence.pyruns · 6,412 bytesmaintainer/tools/build_runtime_package.pyruns · 9,490 bytesmaintainer/tools/eval_domain_stages.pyruns · 7,174 bytesmaintainer/tools/test_context_notes_browser.cjsruns · 14,894 bytesmaintainer/tools/test_review_example_browser.pyruns · 11,271 bytesmaintainer/tools/validators/validate_domain_contracts.pyruns · 2,836 bytesmaintainer/tools/validators/validate_domain_coverage.pyruns · 7,432 bytesmaintainer/tools/validators/validate_domain_sources.pyruns · 4,915 bytesmaintainer/tools/validators/validate_eval_catalog.pyruns · 4,307 bytesmaintainer/tools/validators/validate_release_claims.pyruns · 1,787 bytesmaintainer/tools/validators/validate_runtime_rule_uniqueness.pyruns · 1,975 bytesmaintainer/tools/validators/validate_v5_architecture.pyruns · 2,571 bytesreferences/change-acceptance.mddoc · 4,926 bytesreferences/context.mddoc · 2,729 bytesreferences/discover.mddoc · 3,633 bytesreferences/domain-coverage.yamlasset · 21,890 bytesreferences/domains/domain-ai-native.mddoc · 24,587 bytesreferences/domains/domain-crm.mddoc · 21,052 bytesreferences/domains/domain-data-mart.mddoc · 51,933 bytesreferences/domains/domain-discovery.jsonasset · 35,255 bytesreferences/domains/domain-education-it.mddoc · 45,490 bytesreferences/domains/domain-media-knowledge.mddoc · 32,603 bytesreferences/domains/domain-medical-hospital-it.mddoc · 30,649 bytesreferences/domains/domain-oa.mddoc · 33,310 bytesreferences/domains/domain-sources.yamlasset · 88,106 bytesreferences/domains/domain-traffic.mddoc · 57,684 bytesreferences/domains/中文导览.mddoc · 3,709 bytesreferences/lifecycle.mddoc · 2,500 bytesreferences/patterns/common-requirement-patterns.yamlasset · 16,795 bytesreferences/patterns/realtime-contract.mddoc · 13,616 bytesreferences/prototype.mddoc · 5,045 bytesreferences/review-workspace.mddoc · 42,113 bytesreferences/scaffolding-terms.yamlasset · 740 bytesreferences/specify.mddoc · 6,782 bytesreferences/stages.mddoc · 4,676 bytesreferences/team-customization.mddoc · 6,466 bytesreferences/templates/acceptance-run-template.yamlasset · 1,379 bytesreferences/templates/agent-handoff-manifest-template.yamlasset · 1,007 bytesreferences/templates/assumption-register-template.yamlasset · 970 bytesreferences/templates/change-request-template.yamlasset · 1,661 bytesreferences/templates/decision-record-template.mddoc · 1,175 bytesreferences/templates/discovery-contract-template.yamlasset · 1,036 bytesreferences/templates/prd-light-template.mddoc · 1,853 bytesreferences/templates/problem-brief-template.mddoc · 1,985 bytesreferences/templates/product-truth-core-fragment-template.yamlasset · 652 bytesreferences/templates/product-truth-index-template.yamlasset · 676 bytesreferences/templates/product-truth-module-fragment-template.yamlasset · 444 bytesreferences/templates/product-truth-template.yamlasset · 5,992 bytesreferences/templates/requirement-brief-template.mddoc · 3,084 bytesreferences/templates/requirement-intake-template.yamlasset · 671 bytesreferences/templates/requirement-register-template.yamlasset · 978 bytesreferences/templates/review-record-template.yamlasset · 1,063 bytesreferences/templates/solution-sketch-template.mddoc · 2,015 bytesreferences/templates/stage0-inventory-template.yamlasset · 1,158 bytesreferences/templates/unified-requirement-prd-template.mddoc · 6,006 bytesreferences/tool-adapters.mddoc · 2,443 bytesreferences/troubleshooting.mddoc · 7,782 bytesschemas/acceptance-run.schema.jsonasset · 4,851 bytesschemas/agent-handoff.schema.jsonasset · 5,407 bytesschemas/assumption-register.schema.jsonasset · 3,560 bytesschemas/change-package.schema.jsonasset · 7,375 bytesschemas/clarification-transcript.schema.jsonasset · 2,130 bytesschemas/context-plan.schema.jsonasset · 3,712 bytesschemas/discovery-contract.schema.jsonasset · 4,969 bytesschemas/domain-candidate.schema.jsonasset · 1,806 bytesschemas/domain-usage-log.schema.jsonasset · 1,029 bytesschemas/execution-state.schema.jsonasset · 5,649 bytesschemas/gate-result.schema.jsonasset · 4,062 bytesschemas/product-truth-fragment.schema.jsonasset · 2,576 bytesschemas/product-truth-index.schema.jsonasset · 1,728 bytesschemas/product-truth.schema.jsonasset · 21,688 bytesschemas/project-domain-capsule.schema.jsonasset · 6,465 bytesschemas/requirement-intake.schema.jsonasset · 5,996 bytesschemas/requirement-pattern-library.schema.jsonasset · 1,626 bytesschemas/requirement-register.schema.jsonasset · 6,064 bytesschemas/review-record.schema.jsonasset · 4,973 bytesschemas/review-workspace.schema.jsonasset · 53,394 bytesschemas/spec-config.schema.jsonasset · 5,248 bytesschemas/stage0-inventory.schema.jsonasset · 12,707 bytesschemas/traceability-ledger.schema.jsonasset · 2,073 bytesscripts/ai_delivery_spec_cli.pyruns · 74,466 bytesscripts/analyze_change_impact.pyruns · 8,006 bytesscripts/build_review_workspace.pyruns · 13,224 bytesscripts/build_traceability_ledger.pyruns · 4,304 bytesscripts/change_package_contract.pyruns · 3,255 bytesscripts/cli_support.pyruns · 1,816 bytesscripts/compile_clarification_transcript.pyruns · 6,110 bytesscripts/compile_product_truth.pyruns · 4,883 bytesscripts/context_notes.pyruns · 18,631 bytesscripts/contextual_starter.pyruns · 3,570 bytesscripts/extract_interaction_ledger.pyruns · 32,508 bytesscripts/manage_execution_state.pyruns · 41,771 bytesscripts/plan_context.pyruns · 13,144 bytesscripts/quality_gate.pyruns · 141,950 bytesscripts/query_domain.pyruns · 32,615 bytesscripts/query_product_truth.pyruns · 5,634 bytesscripts/render_mermaid_flow.pyruns · 896 bytesscripts/requirement_contract.pyruns · 35,718 bytesscripts/requirements.txtdoc · 35 bytesscripts/review_runtime_probe.cjsruns · 4,130 bytesscripts/review_target_runtime.jsruns · 2,695 bytesscripts/scan_prototype_css.pyruns · 10,091 bytesscripts/scan_requirement_ambiguity.pyruns · 36,130 bytesscripts/stage_contract.pyruns · 53,206 bytesscripts/team_preferences.pyruns · 8,017 bytesscripts/triage_requirement.pyruns · 12,668 bytesscripts/validators/contextual_review.pyruns · 15,236 bytesscripts/validators/gate_handoff_checks.pyruns · 80,541 bytesscripts/validators/gate_prd_checks.pyruns · 4,484 bytesscripts/validators/gate_prototype_checks.pyruns · 234,851 bytesscripts/validators/prd_structure.pyruns · 7,380 bytesscripts/validators/validate_acceptance_run.pyruns · 13,708 bytesscripts/validators/validate_capsule_composition.pyruns · 2,760 bytesscripts/validators/validate_change_package.pyruns · 5,185 bytesscripts/validators/validate_coding_agent_contract.pyruns · 9,221 bytesscripts/validators/validate_ia_skeleton.pyruns · 1,486 bytesscripts/validators/validate_prd_quality.pyruns · 182 bytesscripts/validators/validate_prd_semantics.pyruns · 48,519 bytesscripts/validators/validate_product_truth.pyruns · 9,009 bytesscripts/validators/validate_project_domain_capsule.pyruns · 3,822 bytesscripts/validators/validate_projection_consistency.pyruns · 12,888 bytesscripts/validators/validate_release_package.pyruns · 3,468 bytesscripts/validators/validate_requirement_patterns.pyruns · 1,356 bytesscripts/validators/validate_requirement_register.pyruns · 4,868 bytesscripts/validators/validate_review_record.pyruns · 4,417 bytesscripts/validators/validate_spec_config.pyruns · 1,696 bytesscripts/validators/validate_traceability_ledger.pyruns · 1,963 bytesscripts/validators/validate_unified_prd.pyruns · 1,514 bytesscripts/validators/validate_validator_wiring.pyruns · 6,951 bytes
Read excerpt
# AI Delivery Spec 5.5.6 — 需求判断与交付
让人和 AI 一起把产品做对,为研发与测试提供明确的业务依据。
## 从当前目标进入
继承已确认决定,不因模板重复批准。`/ads` 从任务进入,`/dig` 澄清,`/prd` 写规格,`/proto` 做原型;宿主命令支持见 [README](README.md#shortcuts)。
小改读取相关基线,完成差异及正反验收;无关键未知不提问、不建生命周期文件。
先解决业务分歧。按[团队约定](references/team-customization.md)沿用模板、设计和交互原件;不让用户挑模板或维护机器文件。
| 当前需要 | 按需读取 |
|---|---|