{ "schema": "lri.skills-observation/v1", "observed_on": "2026-10-09", "scope": "Frozen report evidence, not an executable registry: all lritpc built-in families, all registered Root/Works Skills and unregistered SKILL.md scans, plus all seven Labs rows at the stated revision. Third-party plugins and fleet-wide inventories are excluded.", "builtin_registry": "mcpgit.skills-kernel.v9", "builtin_skill_version": "2.3.0", "root_revision": "b101a158f7a259d319607c4ce4efa8de74b47ed2", "root_registry_sha256": "2efc1f7619cb7a193df7e71928b5fd7a34a1ca81144b0e8bdfb2a961f242662b", "works_revision": "04924106295bdc2931119d2e1f854090d0eac3fa", "works_registry_sha256": "916418edd69237c47da9c109c944210e32e9709be7e630ddd4089e2ec200b825", "tablegit_revision": "7338632b73fac7446c5ebe2858a6cfd570d1fd0a", "unregistered_skill_files": { "rootskills": [], "works": [] }, "root_row_columns": [ "id", "label_zh", "label_en", "status" ], "root_skills": [ [ "mst-repo-onboarding", "仓库入门与结构核对", "Repository onboarding", "stable" ], [ "mst-repo-transformation", "普通仓库转为 Skills 驱动仓库", "Repository transformation", "stable" ], [ "mst-agentsmd-authoring", "编写最小 AGENTS 入口", "AGENTS bootstrap authoring", "stable" ], [ "mst-skill-tree-design", "设计维护技能树", "Maintainer skill-tree design", "stable" ], [ "mst-tool-adapter-boundary", "工具适配层保持薄而非权威", "Thin tool-adapter boundaries", "stable" ], [ "mst-runtime-skill-boundary", "区分维护技能与产品能力", "Maintainer versus runtime Skills", "stable" ], [ "mst-transformation-verification", "验证仓库转换的一致性", "Transformation verification", "stable" ], [ "mst-practice-iteration-planning", "实践迭代目标与反馈", "Practice iteration planning", "stable" ], [ "mst-experience-ingestion", "真实经验转为规则与验证资产", "Experience ingestion", "stable" ], [ "mst-skill-governor", "治理技能更新、弃用与扩展", "Skill lifecycle governance", "stable" ], [ "mst-git-checkpoint-policy", "选择与固化提交发布策略", "Checkpoint policy", "stable" ], [ "mst-maintainer-handoff", "维护当前可接续的交接入口", "Maintainer handoff", "stable" ], [ "mst-loop-engineering-framework", "心跳、隔离、检查与仓库记忆", "Loop engineering framework", "stable" ], [ "mst-agent-self-orientation", "编辑前确认目标与状态", "Agent self-orientation", "stable" ], [ "mst-long-running-iteration", "跨会话持久化与恢复", "Long-running iteration", "stable" ], [ "mst-auto-validation-loop", "检查点、验证与失败恢复", "Autonomous validation loop", "stable" ], [ "mst-safe-autonomous-push", "可审查提交与受控发布", "Safe autonomous publication", "stable" ], [ "mst-task-backlog-management", "统一任务队列与下一步", "Task backlog management", "stable" ], [ "mst-stage-completion-criteria", "用验收条件定义完成", "Stage completion criteria", "stable" ], [ "mst-rollback-recovery", "失败与撤销的恢复决策", "Rollback and recovery", "stable" ], [ "mst-budget-and-guardrails", "预算、范围与停止条件", "Budgets and guardrails", "stable" ], [ "mst-self-improvement-loop", "复盘转为待审核改进", "Supervised self-improvement", "stable" ], [ "mst-multi-agent-conflict-resolution", "多 Agent 同路径冲突治理", "Multi-agent conflict resolution", "experimental" ], [ "mst-mcp-curl-operations", "MCP JSON-RPC 服务诊断方法", "MCP JSON-RPC diagnostics", "stable" ], [ "mcpgit-release-rollout", "不可变发行包与实例升级", "MCPGit release rollout", "stable" ], [ "mst-translation", "跨运行时翻译与保护词保留", "Cross-runtime translation", "stable" ], [ "mst-sandbox-toolchain-discovery", "先发现沙箱已挂载工具链", "Sandbox toolchain discovery", "stable" ], [ "mst-harmonyos-repo-maintenance", "鸿蒙仓库、打包与签名维护", "HarmonyOS repository maintenance", "stable" ], [ "tablegit-authority-maintenance", "表、对象与业务数据权威", "TableGit authority maintenance", "stable" ], [ "youtube-evidence-ingest", "有来源和时间戳的字幕证据", "YouTube evidence ingestion", "stable" ], [ "arxiv-evidence-ingest", "版本固定的论文与原生插图", "arXiv evidence ingestion", "experimental" ] ], "builtin_row_columns": [ "id", "label_zh", "availability", "operations" ], "builtin_families": [ [ "executable.source", "临时程序化表操作", "configured", [ "executable_source_read", "executable_source_write", "executable_source_publish" ] ], [ "identity", "身份与 Topic", "built_in", [ "person_ensure", "identity_status", "identity_init", "identity_list", "identity_resolve", "topic_create" ] ], [ "repo.read", "仓库读取", "built_in", [ "repo_list", "repo_status", "list_files", "read_file" ] ], [ "repo.author", "版本限定的源码修改", "built_in", [ "write_file", "delete_file", "apply_patch", "exec", "validate", "snapshot" ] ], [ "repo.history", "历史与不可变版本", "built_in", [ "history_log", "revision_search", "git_readonly_query" ] ], [ "search", "能力语料搜索", "unconfigured", [ "search_overview", "search_corpus_overview", "search_execute", "search_inspect" ] ], [ "content", "精确内容读写", "built_in", [ "content_search", "content_read", "content_update" ] ], [ "table.query", "结构化表与对象读取", "built_in", [ "table_rows_get", "table_query", "table_relation_query", "table_status", "table_row_stat", "table_object_list", "table_object_read", "table_object_bulk_describe", "table_object_markdown_projection" ] ], [ "table.author", "表事务与对象写入", "built_in", [ "table_initialize", "worktree_table_open", "worktree_table_create", "worktree_table_transaction", "worktree_table_batch_transaction", "table_row_lineage_backfill", "table_object_upload_begin", "table_object_upload_status", "table_object_upload_finalize", "table_object_upload_abort", "worktree_table_publish" ] ], [ "workspace", "隔离工作区与合入", "built_in", [ "worktree_status", "worktree_open", "worktree_list", "worktree_diff", "worktree_conflict_context", "worktree_sync_status", "worktree_push", "worktree_publish" ] ], [ "replication", "仓库托管与同步", "built_in", [ "repo_clone", "repo_fork", "repo_sync_status", "repo_push", "repo_remote_bind", "repo_remote_list", "repo_remote_status", "repo_remote_replicate", "repo_remote_unbind" ] ], [ "access", "权限与 SSO 查询", "built_in", [ "sso_providers", "sso_person_mappings", "effective_access", "sso_mapping_claim_validate" ] ], [ "safe", "加密机密的生命周期", "built_in", [ "safe_status", "safe_agent_key_status", "safe_agent_key_enroll", "safe_init", "safe_root_rewrap", "safe_unlock", "safe_seal", "safe_put", "safe_get", "safe_list", "safe_rotate", "safe_revoke" ] ], [ "platform.admin", "实例与远端后端初始化", "built_in", [ "remote_backend_status", "remote_ensure_organization", "remote_ensure_repository", "instance_bootstrap_status", "instance_bootstrap_ensure" ] ], [ "repository.management", "托管仓库与项目检查点", "built_in", [ "managed_repository_status", "managed_repository_ensure", "managed_repository_transition", "project_repositories", "project_checkpoint" ] ], [ "binary", "不可变二进制对象", "built_in", [ "binary_meta_init", "binary_put_file", "binary_get" ] ], [ "hosted", "托管站点发现", "built_in", [ "hosted_site_list", "hosted_site_url", "hosted_site_explain" ] ], [ "executable.build", "固定编译器与程序构建", "configured", [ "wasmc_status", "wasmc_guide", "executable_analyze", "executable_build" ] ], [ "router.admin", "可执行路由生命周期", "configured", [ "executable_route_status", "executable_route_invoke", "executable_route_validate", "executable_route_publish", "executable_route_rollback", "executable_route_disable", "executable_route_reconcile" ] ] ], "labs_row_columns": [ "skill_id", "name", "display_name", "version", "row_version", "runtime_kind" ], "labs": [ [ "1a0470ce-edef-583a-83ea-e0c0a7f6c336", "wasmc-mcp-laboratory-v1", "WAsmC × MCPGit · 一段程序，连接一张表", "1.1.1", 6, "sandboxed_web_component" ], [ "238d323a-b03c-5eb8-97bb-63ecdb2291e4", "webgame-flappy-bird-v1", "Flappy Bird Web Game", "2.0.5", 5, "sandboxed_canvas" ], [ "517f846b-719f-5a12-aeac-69bdf8fff7f6", "lab-pptx-skillgraph-playground-v1", "PPTX · 卡片与流程", "2.0.5", 5, "sandboxed_web_component" ], [ "84f99a2e-a639-5e4d-80e1-8d80116d3240", "wasmc-browser-laboratory-v1", "WAsmC · 从源码到执行", "1.1.0", 3, "sandboxed_web_component" ], [ "c21bb327-3474-409c-9d1c-f6967a0ffeaa", "llm-svg-bottle-ledger-v1", "十九瓶水的来历", "1.0.5", 5, "sandboxed_canvas" ], [ "e8664a62-11e5-4c10-8ea8-b3a93ec349ee", "llm-inference-observatory-v1", "大模型推理观测馆", "1.0.5", 5, "sandboxed_web_component" ], [ "fa0344ce-8f93-5968-b9eb-76742c909f5a", "lab-pptx-v1", "PPTX · 生成流程工坊", "2.0.5", 5, "sandboxed_web_component" ] ], "boundaries": [ "Root 31/31 and Works 38/38 registered SKILL.md files exist; each repository scan found no additional SKILL.md under .agents/skills.", "Maturity labels are registry declarations, not a fresh functional qualification of every capability.", "The seven Labs rows are org-visible preview assets. Their 27 owned Objects and runtime behavior were not requalified.", "Cross-repository prerequisites are document-bound; local depends_on is not an automatic cross-repository inheritance engine.", "Registry and file content were read using official LRIGIT MCP; no native Git, browser encoding or old denied operation was used." ], "works_content_observed_revision": "906a38af052fda9a6f94f7d9fca6caab7352e21f", "works_skills": [ { "id": "insight-repo-onboarding", "path": ".agents/skills/insight-repo-onboarding", "status": "stable", "class": "orient", "scope": "repo", "capability_stage": "orient", "transformation": "Root-oriented LRIGIT task → bounded LRI business task, selected Works capability chain, verified LRI authority/path facts, and business acceptance plan.", "inputs": [ "User intent and constraints", "Current repo/worktree status and revision", "Target paths and neighboring data/validators", "AGENTS.md, registry, git policy, and relevant skill contracts" ], "outputs": [ "A bounded task statement and non-goals", "The smallest relevant skill composition", "Current source-of-truth paths and revision facts", "Validation, browser, publish, and rollback plan" ], "depends_on": [ "none" ], "feeds": [ "insight-skill-governor", "insight-review-methodology", "insight-topic-workbench", "insight-shell-i18n-governance" ], "triggers": [ "first task in repository", "unclear repository structure", "before broad changes" ], "raw_sha256": "183f3267f6a773a0aa327d293f68ebc1f1f2c85abcbe2886747af05297406418", "bytes": 3474 }, { "id": "insight-evidence-standards", "path": ".agents/skills/insight-evidence-standards", "status": "stable", "class": "assurance", "scope": "all-content", "capability_stage": "assure", "transformation": "Candidate statement or status claim → evidence-graded claim record, explicit boundary, and next upgrade action.", "inputs": [ "Atomic claim or status statement", "Source records, timestamps, logs, URLs, commits, or measurements", "Counter-signals and freshness requirements", "Applicable domain evidence rules" ], "outputs": [ "Claim grade and admissible wording", "Traceable evidence references", "Inference/speculation boundary", "Blocker or next evidence action" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "insight-review-methodology", "insight-topic-workbench", "insight-conference-tracking" ], "triggers": [ "claim completion", "conclusion statement", "evidence citation" ], "raw_sha256": "8b8bb7c6585789e1bc6e65a7e3b15f7dd87f252b339e3198a222501c4f18ce55", "bytes": 4264 }, { "id": "insight-source-acquisition", "path": ".agents/skills/insight-source-acquisition", "status": "stable", "class": "research", "scope": "public-primary-sources", "capability_stage": "acquire", "transformation": "Discovered event or source candidate → canonical source record plus the lightest adequate text evidence, provenance, locator, coverage state, and next action.", "inputs": [ "Discovery ledger with stable item IDs and coverage denominator", "Canonical and alternate source candidates", "Runtime-discovered official, publisher, platform, browser, API, archive, and transcription adapters", "Access, rights, cost, credential, and quality boundaries" ], "outputs": [ "Canonical and alternate source records", "Best available raw text artifact with language, method, locator, and retrieval date", "Per-item coverage and attempt states", "Quality notes, blocker, and bounded next action" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "insight-evidence-standards", "insight-conference-tracking", "insight-review-methodology", "insight-topic-workbench" ], "triggers": [ "speech or interview transcript acquisition", "video, podcast, article, or social-source extraction", "caption retrieval", "authenticated browser source access", "ASR fallback" ], "raw_sha256": "1d7d71a2dbd0c2ae23d4d24c8c3f8b820e5da118a93fb412e62fc08432806828", "bytes": 6798 }, { "id": "insight-review-methodology", "path": ".agents/skills/insight-review-methodology", "status": "stable", "class": "research", "scope": "all-review-topics", "capability_stage": "frame", "transformation": "Broad or ambiguous research question → reproducible protocol, screened evidence base, resource pool, synthesis, and living-update triggers.", "inputs": [ "Research questions and decision context", "Scope, inclusion/exclusion rules, and freshness windows", "Available prior reviews, search sources, and seed evidence", "Resource categories to discover" ], "outputs": [ "Search protocol and transparent logs", "Prior-review, screening, quality, and staleness matrices", "Evidence chain and graded resource pool", "Viewpoint-selection ledger with runner-ups, omissions, and sensitivity notes", "Technical/resource/strategic synthesis with update triggers" ], "depends_on": [ "insight-repo-onboarding", "insight-evidence-standards" ], "feeds": [ "academic-resource-loop", "insight-russia-search-promo", "insight-topic-workbench" ], "triggers": [ "systematic review", "scoping review", "resource pool", "evidence chain" ], "raw_sha256": "8d4460b931acd2f7ccf7c678c521e1f40e2516e6dfb6b68914232a0b00c1ed2a", "bytes": 3811 }, { "id": "insight-conference-tracking", "path": ".agents/skills/insight-conference-tracking", "status": "stable", "class": "research", "scope": "conference-insights", "capability_stage": "sense", "transformation": "Conference announcements and session sources → complete evidence ledger, decision-grade insights, executive briefing, and auditable appendix.", "inputs": [ "Official explorer/session pages and canonical URLs", "Indexed metadata/transcript sources when permitted", "Conference scope, audience, and decision dimensions", "Existing coverage, source manifests, and session states" ], "outputs": [ "Session inventory and priority queue", "Source manifest and transcript/metadata coverage", "Evidence gaps and processing backlog", "Conference overview and deep-dive candidates" ], "depends_on": [ "insight-repo-onboarding", "insight-evidence-standards" ], "feeds": [ "insight-wwdc-workbench-framework", "insight-index-maintenance" ], "triggers": [ "new conference", "session triage", "coverage update" ], "raw_sha256": "d50baea69cb0939788ca20d86e9d0d5d133ae83bdbc7919a952dec00ad1c7a99", "bytes": 11822 }, { "id": "insight-wiki-ingestion", "path": ".agents/skills/insight-wiki-ingestion", "status": "stable", "class": "research", "scope": "knowledge-base", "capability_stage": "acquire", "transformation": "External research material → durable knowledge_base entry with provenance, confidence, applicability boundary, and staleness policy.", "inputs": [ "Original source URL/content and publication metadata", "Author/organization and covered time range", "Intended applicability and known limitations", "Current knowledge_base taxonomy" ], "outputs": [ "knowledge_base entry and metadata record", "Clear separation of source statements and LRI inference", "Staleness status and re-review triggers", "Links into relevant topics when applicable" ], "depends_on": [ "insight-repo-onboarding", "insight-evidence-standards" ], "feeds": [ "insight-review-methodology", "insight-topic-workbench" ], "triggers": [ "external report", "knowledge_base entry", "staleness refresh" ], "raw_sha256": "76355c707433dc99e531ccabc84c90009e91a4de2d22d516ecc8a7c9d7d8118d", "bytes": 2767 }, { "id": "academic-resource-loop", "path": ".agents/skills/academic-resource-loop", "status": "stable", "class": "research", "scope": "academic-resources", "capability_stage": "acquire", "transformation": "Challenge/resource gaps and candidates → verified reusable resources, evidence-graded many-to-many matches, and provenance-bounded bidirectional knowledge gains with explicit upgrade queues.", "inputs": [ "Flat Challenge Registry, capability profiles, and uncovered or weakly-covered challenge gaps", "Source-backed Challenge records, source assets, extraction/OCR and locale provenance for governed import or refresh", "Existing Resource Registry plus candidate people, teams, labs, institutions, projects, papers, datasets, and aliases", "Official/public primary evidence, bibliographic evidence, affiliations, repositories, and freshness requirements", "Existing matches, discovery provenance, enrichment events, review status, and upgrade queues" ], "outputs": [ "Verified reusable Resource entities with identity, evidence, capability details, and source pointers", "Evidence-backed many-to-many ChallengeResourceMatches with multidimensional scores and rationale", "ResourceDiscoveryLinks that preserve discovery provenance without resource ownership", "Match-linked bidirectional Knowledge Gains with resource-fact and challenge-derived promotion boundaries", "Review/promotion queues and workbench metrics for Resources, Challenges, Matches, and Knowledge Gains" ], "depends_on": [ "insight-repo-onboarding", "insight-review-methodology", "insight-evidence-standards" ], "feeds": [ "insight-topic-workbench", "insight-index-maintenance" ], "triggers": [ "academic resources", "Westar Spark challenge import", "Spark challenge refresh", "challenge source ingestion", "university resource map", "professor or paper verification", "challenge-resource matching", "challenge-driven resource discovery", "resource/challenge knowledge flywheel", "match-linked knowledge gain" ], "raw_sha256": "9d54fcf9d610ae15c9901b3dfd529acda3902d45eed682eff5a4d1a97bbfa0d8", "bytes": 31487 }, { "id": "academic-projection-governance", "path": ".agents/skills/academic-projection-governance", "status": "stable", "class": "governance", "scope": "academic-resources/projections", "capability_stage": "govern", "transformation": "Canonical academic TableGit state → validated Tree-fenced projection with durable freshness state.", "inputs": [ "Projection contract/state and exact canonical revision", "Registered deterministic builder" ], "outputs": [ "Validated projection tables and Tree-fenced projection_state", "Checkpoint/Hosted revision evidence" ], "depends_on": [ "academic-resource-loop" ], "feeds": [ "academic-resource-card-maintainer", "insight-topic-workbench", "insight-skill-governor" ], "triggers": [ "projection freshness or catalog drift", "materialized read-model rebuild", "投影漂移或映射重建" ], "raw_sha256": "2fb387e6674c6a5907b0983b2e3cdb3590269db0475f632fcdd8983c7e1f9c09", "bytes": 4696 }, { "id": "academic-challenge-analysis", "path": ".agents/skills/academic-challenge-analysis", "status": "stable", "class": "research", "scope": "academic-resources/challenges", "capability_stage": "synthesize", "transformation": "Source-complete flat Challenge → evidence-bounded derived technical profile with a requirement ledger, bottleneck model, capability demand, candidate method families, verification model, uncertainty boundary, and deterministic analysis provenance.", "inputs": [ "One canonical Challenge row and challenge_sources row at one revision", "Primary source imagery plus inherited/refreshed OCR and localization provenance", "Current Challenge taxonomy and field contract", "Optional primary external evidence for SOTA/benchmark/method calibration" ], "outputs": [ "Canonical challenge_analysis_profiles sidecar with archetypes, requirement graph, metric semantics, mechanism/tradeoff model, method provenance, verification/falsification and uncertainty", "Compact challenge_registry_v3 projection derived from the sidecar", "Derived domain/subsystem/problem family/capability cluster and bottleneck model", "Required capabilities, method families, hardware/systems constraints and verification model", "Deterministic analysis input hash, origin and completion/blocker state" ], "depends_on": [ "insight-evidence-standards" ], "feeds": [ "academic-challenge-portfolio-analysis", "academic-resource-loop", "insight-topic-workbench" ], "triggers": [ "analysis_pending Challenge", "challenge deep analysis", "challenge capability-demand profile", "technical bottleneck decomposition", "难题深度分析", "难题能力画像" ], "raw_sha256": "31efcc8ee7b662bdef8f334e9726896a2802aa310b2a3e2f9ec9bb7f1cc31215", "bytes": 17319 }, { "id": "academic-challenge-portfolio-analysis", "path": ".agents/skills/academic-challenge-portfolio-analysis", "status": "stable", "class": "research", "scope": "academic-resources/challenges/portfolio", "capability_stage": "synthesize", "transformation": "Completed Challenge analysis profiles and compact Challenge catalog/outcome facts → deterministic analytics projections, cohort-controlled descriptive comparisons, and bounded portfolio insights.", "inputs": [ "Canonical challenge_analysis_profiles at one revision", "Challenge catalog/source publication and lifecycle/outcome provenance", "Analysis protocol versions and coverage denominator", "Optional comparison-cohort definition" ], "outputs": [ "challenge_analysis_dimensions / requirements / relations deterministic projections", "Challenge catalog facets and lightweight reader aggregates", "Coverage, landscape, capability-demand, trade-off, metric-quality, verification-readiness and uncertainty statistics", "Publication/exposure-controlled descriptive outcome comparisons with explicit non-causal boundary" ], "depends_on": [ "academic-challenge-analysis", "insight-evidence-standards" ], "feeds": [ "academic-projection-governance", "academic-resource-loop", "insight-topic-workbench" ], "triggers": [ "challenge portfolio analysis", "challenge statistics", "capability demand distribution", "trade-off graph", "open versus uncovered challenges", "难题整体分析", "难题统计", "揭榜率分析" ], "raw_sha256": "1655c5ab1273b9bedb60327bdcbc3ad8b327d1b0384a80c28bd5e1d449981467", "bytes": 13692 }, { "id": "academic-resource-card-maintainer", "path": ".agents/skills/academic-resource-card-maintainer", "status": "stable", "class": "product", "scope": "academic-resources", "capability_stage": "productize", "transformation": "Canonical Resource/Match data and communication need → versioned SkillsTable card templates, deterministic 16:9 Resource Card projections, renderer compatibility, and browser-verified reusable cards.", "inputs": [ "Canonical Resource, Challenge, Match and governed sidecar data", "Resource-card product Skill packages and active template registry", "Renderer contract, bilingual presentation requirements and fixture matrix" ], "outputs": [ "Versioned general/challenge Resource Card template Skills", "Deterministic 16:9 Resource Card renderer and stable URLs", "Template/renderer validators and browser visual evidence" ], "depends_on": [ "academic-resource-loop", "insight-evidence-standards", "insight-shell-i18n-governance" ], "feeds": [ "insight-topic-workbench", "insight-index-maintenance" ], "triggers": [ "resource card", "资源卡", "resource card template", "challenge resource card", "one-page resource briefing" ], "raw_sha256": "4c5b05ff07a56c17b560aaee9cb605dcde4cac774804b6103c646755d4c25b36", "bytes": 35301 }, { "id": "insight-russia-search-promo", "path": ".agents/skills/insight-russia-search-promo", "status": "stable", "class": "research", "scope": "regional-resources", "capability_stage": "synthesize", "transformation": "Regional ecosystem candidates → evidence-graded resource tiers, capability mapping, risk register, and cooperation/benchmark hypotheses.", "inputs": [ "Regional scope and technical tracks", "Official product, paper, dataset, institution, and engineering evidence", "Commercial/governance constraints and risk evidence", "Existing resource tiers and upgrade queues" ], "outputs": [ "Resource tiers and capability matrix", "Research, commercial, platform, and academic asset records", "Risk register and evidence boundaries", "Cooperation/benchmark hypotheses with upgrade actions" ], "depends_on": [ "insight-repo-onboarding", "insight-review-methodology", "insight-evidence-standards" ], "feeds": [ "insight-topic-workbench", "insight-index-maintenance" ], "triggers": [ "regional_resources", "search recommendation advertising", "regional resource tiers" ], "raw_sha256": "f9b620062c0bb8711ad56e29b41598f985d14667cec595de3352c49ba6f4924d", "bytes": 3117 }, { "id": "insight-topic-workbench", "path": ".agents/skills/insight-topic-workbench", "status": "stable", "class": "product", "scope": "formal-topics", "capability_stage": "productize", "transformation": "Evidence/resource model → decision-ready topic workbench, one-page alias, data/UI separation, navigation, and validation evidence.", "inputs": [ "Validated workbench facts and evidence chain", "Reader decisions, reading order, and resource model", "Chinese and English reader-facing copy", "Shared Shell/content-adapter contracts" ], "outputs": [ "workbench.html, index.html, and onepage.html roles", "data/workbench.json plus locale packs", "Evidence/resource/risk/gap presentation", "Evidence-first briefing outline and web deck with bilingual deep links", "Focused, full, browser, and publish evidence" ], "depends_on": [ "insight-repo-onboarding", "insight-evidence-standards", "insight-shell-i18n-governance" ], "feeds": [ "insight-cdp-ui-debug-loop", "insight-index-maintenance" ], "triggers": [ "topic workbench", "resource matrix", "decision workbench", "evidence-linked briefing deck" ], "raw_sha256": "17337f510812c3325d49809f60a27317d48e7e7889074be1195d59a5951069f7", "bytes": 23280 }, { "id": "insight-ai-computing-trend", "path": ".agents/skills/insight-ai-computing-trend", "status": "stable", "class": "research", "scope": "ai-computing-trends", "capability_stage": "synthesize", "transformation": "AI-computing expert framework or recurring research need → governed full-stack Watch Themes, requalified evidence, bounded Trends/Forecasts, and Domain publication contribution.", "inputs": [ "AI-computing decision context, structural horizon, and monthly freshness horizon", "Expert framework or prior AI-computing report", "Primary evidence across industry, academia, open source, standards, patents, and independent reproduction" ], "outputs": [ "Five-layer AI-computing interpretation framework plus durable Watch Theme taxonomy", "Requalification queue and bounded evidence-backed Trend candidates", "Route competition, metric, maturity, Forecast and Domain contribution outputs" ], "depends_on": [ "insight-technology-trend-intelligence", "insight-review-methodology", "insight-source-acquisition", "insight-evidence-standards" ], "feeds": [ "insight-trend-refresh", "insight-trend-quality", "insight-trend-publication", "insight-skill-governor" ], "triggers": [ "AI Computing trend", "AI计算趋势", "GPU NPU HBM interconnect rack inference serving", "AI factory / supernode", "KV cache / inference infrastructure" ], "raw_sha256": "ec30fadba5664e06897735a2d19f1646f8809259eae7bb9b53dbefc8c8e6823c", "bytes": 8315 }, { "id": "insight-ct-technology-trend", "path": ".agents/skills/insight-ct-technology-trend", "status": "stable", "class": "research", "scope": "ct-technology-trends", "capability_stage": "synthesize", "transformation": "Broad CT technology question → evidence-triangulated trend map, route competition, maturity/lifecycle judgment, and decision-ready strategic priorities.", "inputs": [ "Research theme, geography, observation window, and optional historical window", "Wireless, datacom, optical, core, network-intelligence, convergence, or connectivity scope", "Primary/secondary evidence and existing review artifacts", "Optional target organization and decision context" ], "outputs": [ "Fact/Judgement/Forecast executive summary and CT trend matrix", "Key trend evidence chains, maturity, significance, and counter-signals", "Technology-route competition and 3–5 year lifecycle outlook", "Evidence-linked strategic priorities and uncertainty register" ], "depends_on": [ "insight-review-methodology", "insight-source-acquisition", "insight-evidence-standards" ], "feeds": [ "insight-topic-workbench", "insight-index-maintenance", "insight-skill-governor" ], "triggers": [ "CT technology trend insight", "CT行业技术趋势", "6G / AI-RAN technology planning", "AI data-center networking trend", "optical interconnect trend", "core network / autonomous network trend" ], "raw_sha256": "2c407934e6e1349f667d5df7613f412c927c706050287edf1a5443e3e5eaf851", "bytes": 21773 }, { "id": "labskills", "path": ".agents/skills/labskills", "status": "experimental", "class": "governance", "scope": "labs", "capability_stage": "govern", "transformation": "Lab idea or existing vertical capability → Skill-native Lab model with single authority, scalable TableGit relations, browser discovery surface, and reproducible release boundary.", "inputs": [ "Candidate Lab, experiment, capability, or instance", "Existing Skill identities and package Objects", "Browser runtime and entrypoint", "Category, collection, relation, release, and visibility requirements" ], "outputs": [ "Canonical Labs skill_document Rows", "Normalized Lab JSON relation/catalog Rows", "Bounded Hosted Table discovery contract", "Validated browser-first Labs surface" ], "depends_on": [ "insight-repo-onboarding", "insight-skill-governor" ], "feeds": [ "insight-lab-page-authoring", "insight-shell-i18n-governance", "insight-index-maintenance" ], "triggers": [ "labs", "labskills", "实验场", "垂域实验", "Skill-native Lab" ], "raw_sha256": "8718c917dcf6b127b50e16f71cd1e7d60ecaa070f37fdc4b60387ee85a9751c0", "bytes": 26011 }, { "id": "insight-lab-page-authoring", "path": ".agents/skills/insight-lab-page-authoring", "status": "stable", "class": "product", "scope": "supporting-pages", "capability_stage": "productize", "transformation": "Bounded research artifact → accessible public supporting page with evidence boundary, shared shell/style, and verification links.", "inputs": [ "Page purpose and reader task", "Validated facts, claims, and source links", "Target directory and page class", "Locale requirements and visualization source data" ], "outputs": [ "Public HTML page using shared shell/style", "Source/status/review navigation", "Accessible fallback for visualizations", "Validation and browser evidence" ], "depends_on": [ "insight-repo-onboarding", "insight-evidence-standards", "insight-shell-i18n-governance" ], "feeds": [ "insight-cdp-ui-debug-loop", "insight-index-maintenance" ], "triggers": [ "research page", "evidence page", "supporting report" ], "raw_sha256": "617244bc698a9ec5f15ad9fe6e72632868210e9f44e077c507f5a78586c45ef1", "bytes": 2759 }, { "id": "insight-wwdc-workbench-framework", "path": ".agents/skills/insight-wwdc-workbench-framework", "status": "stable", "class": "product", "scope": "conference-insights/wwdc-2026", "capability_stage": "productize", "transformation": "Structured conference/session data → video-first evidence workbench with renderer routing, synchronized anchors, mobile dual window, and publish gates.", "inputs": [ "Session metadata, HLS/subtitle status, sections, insights, anchors, sources", "View/navigation registry and renderer contracts", "Evidence and public-citation rules", "Target desktop/mobile interaction behavior" ], "outputs": [ "Runtime view and renderer implementation", "Video/session/source/evidence workbench surfaces", "Shareable URL state and lifecycle cleanup", "Static/browser regression evidence and reusable framework rules" ], "depends_on": [ "insight-conference-tracking", "insight-evidence-standards", "insight-shell-i18n-governance", "insight-cdp-ui-debug-loop" ], "feeds": [ "insight-index-maintenance", "insight-skill-governor" ], "triggers": [ "WWDC runtime", "SessionWorkbench", "video evidence workbench" ], "raw_sha256": "ef8dc1db2dcb2556818185ec1ffabda9c6d6ef050313df0d8f464cd987160d0b", "bytes": 7130 }, { "id": "insight-shell-i18n-governance", "path": ".agents/skills/insight-shell-i18n-governance", "status": "stable", "class": "governance", "scope": "all-public-html", "capability_stage": "govern", "transformation": "Diverse page implementations → one shell, one visual grammar, explicit content adapters, governed locale resources, and whole-site migration/validation.", "inputs": [ "Page inventory and adapter types", "Shell config/component and shared CSS", "Locale coverage and page data contracts", "Browser and static audit results" ], "outputs": [ "Updated universal shell and shared content contract", "Versioned whole-site migration", "Locale/style/shell coverage reports", "Desktop/mobile browser acceptance evidence" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "insight-topic-workbench", "insight-lab-page-authoring", "insight-wwdc-workbench-framework", "insight-index-maintenance" ], "triggers": [ "global shell", "bilingual site", "visual contract", "PWA refresh" ], "raw_sha256": "ec8e63374d7c3959ff1069ca7059971fae4b70fc0ea27a722a02d4a21ecae362", "bytes": 3693 }, { "id": "insight-tools-usage", "path": ".agents/skills/insight-tools-usage", "status": "stable", "class": "operations", "scope": "tools", "capability_stage": "operate", "transformation": "Repeatable LRI product/research maintenance need → selected or extended Works-owned tool, reproducible invocation, verified business outputs, and domain rollback boundary.", "inputs": [ "Desired state transition and target artifacts", "Current tool inventory and actual executable paths", "Input schema, runtime dependencies, and safety boundaries", "Expected output and validator" ], "outputs": [ "Reproducible command/run record", "Verified generated or transformed artifacts", "Tool documentation and tests when code changes", "Failure/rollback behavior" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "insight-review-methodology", "insight-conference-tracking", "insight-cdp-ui-debug-loop" ], "triggers": [ "run tool", "batch update", "add validator or automation" ], "raw_sha256": "ba3b49a953ca260833c29945616a99a759df902c58272de036f4256b5c4384b9", "bytes": 3288 }, { "id": "insight-cdp-ui-debug-loop", "path": ".agents/skills/insight-cdp-ui-debug-loop", "status": "stable", "class": "operations", "scope": "rendered-ui", "capability_stage": "verify", "transformation": "UI or interaction change → measured browser evidence, reproduced defects, validated fix, and regression assertions.", "inputs": [ "Public or preview URL and expected behavior", "Target viewport/locale/state matrix", "Console/network/runtime signals", "Relevant static validators" ], "outputs": [ "Reproduction facts and root cause", "Before/after measurements and interaction assertions", "Console/network/error evidence", "Regression test or reusable probe when warranted" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "insight-shell-i18n-governance", "insight-topic-workbench", "insight-wwdc-workbench-framework" ], "triggers": [ "UI layout change", "browser verification", "interaction regression" ], "raw_sha256": "a7bd9149e9af01f193eb4913adf8e834a41f8ab6b78aedd9b28fc4622a466da5", "bytes": 3617 }, { "id": "insight-index-maintenance", "path": ".agents/skills/insight-index-maintenance", "status": "stable", "class": "product", "scope": "public-indexes", "capability_stage": "publish", "transformation": "Repository/topic state → accurate public inventory, canonical navigation, maturity labels, and synchronized counts.", "inputs": [ "Current repository tree and canonical entries", "Topic status, evidence maturity, and source data", "Site structure and locale coverage data", "Shared navigation contract" ], "outputs": [ "Updated root/container indexes", "Accurate counts and maturity labels", "Canonical links and alias boundaries", "Synchronized site-structure data" ], "depends_on": [ "insight-repo-onboarding", "insight-evidence-standards", "insight-shell-i18n-governance" ], "feeds": [ "insight-skill-governor" ], "triggers": [ "update index", "topic inventory change", "navigation change" ], "raw_sha256": "a164de4777c745c69bbb5d67501c36e04dbbb966e1da3b40fb80489220cbab80", "bytes": 2962 }, { "id": "insight-skill-governor", "path": ".agents/skills/insight-skill-governor", "status": "stable", "class": "governance", "scope": "organizational-skills", "capability_stage": "evolve", "transformation": "Repeated LRI business task pattern, failure, or capability gap → updated Works business-skill contract, local dependency graph, validator, and adoption path.", "inputs": [ "Observed repeated tasks, failures, or successful procedures", "Current skill contracts, references, registry, and composition recipes", "Evidence of reuse and organizational impact", "Validation and Git governance" ], "outputs": [ "Updated or new executable SKILL.md contract", "Preserved/updated REFERENCE.md knowledge", "Registry stage/transformation/dependencies/feeds", "Validator and migration/adoption changes", "Deprecation/retirement decision when appropriate" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "none" ], "triggers": [ "update skills", "repeated workflow", "skill system audit", "deprecate skill" ], "raw_sha256": "e192206cc69abb7fcf47623634534939ce8fb4358ff771979a05134373f27ace", "bytes": 6459 }, { "id": 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"conference-insights/waic-2026/synthesis", "capability_stage": "synthesize", "transformation": "Paper-level WAIC evidence → balanced conference claims with support, counterweight and confidence.", "inputs": [ "All paper records and evidence levels", "Candidate conference thesis" ], "outputs": [ "Atomic claims and evidence maps", "Reasoning bridges, boundaries and upgrade actions" ], "depends_on": [ "insight-waic-paper-analysis" ], "feeds": [ "insight-waic-briefing-maintainer" ], "triggers": [ "WAIC synthesis", "conference signal" ], "raw_sha256": "64d3dc616edd61e19d39efa59058b0a981ae4ee4e86b58c6029c6b42a4c0a20a", "bytes": 2147 }, { "id": "insight-waic-briefing-maintainer", "path": ".agents/skills/insight-waic-briefing-maintainer", "status": "stable", "class": "product", "scope": "conference-insights/waic-2026/briefing", "capability_stage": "productize", "transformation": "Validated WAIC claims → newcomer-readable workbench and leadership decision narrative.", "inputs": [ "Approved claims and evidence mappings", "Audience and decision context" ], "outputs": [ "Consistent workbench, one-page and briefing", "Decision package and evidence-linked narrative" ], "depends_on": [ "insight-waic-evidence-synthesis", "insight-topic-workbench" ], "feeds": [ "insight-cdp-ui-debug-loop", "insight-index-maintenance" ], "triggers": [ "WAIC briefing", "insight deck" ], "raw_sha256": "da8fa2e2576af361aaf8bd3122f37a650192e1a4621036b79cc2bee382cd4035", "bytes": 2350 }, { "id": "insight-waic-coverage-auditor", "path": ".agents/skills/insight-waic-coverage-auditor", "status": "stable", "class": "assurance", "scope": "conference-insights/waic-2026/coverage", "capability_stage": "verify", "transformation": "WAIC topic files → derived coverage facts, drift report and release decision.", "inputs": [ "Paper inventory and derived topic files", "Analysis-level contract" ], "outputs": [ "Coverage counts and unresolved queue", "Consistency failures and repair targets" ], "depends_on": [ "insight-waic-topic-maintainer" ], "feeds": [ "insight-waic-topic-maintainer", "insight-index-maintenance" ], "triggers": [ "WAIC coverage audit", "completion claim" ], "raw_sha256": "c4ea71175e0906d42f8c338d0ee277aeabfa72a2af2f0bb94f0b27bfc59009cd", "bytes": 2572 }, { "id": "insight-apple-keyframe-capture", "path": ".agents/skills/insight-apple-keyframe-capture", "status": "deprecated", "class": "deprecated", "scope": "wwdc-keyframes", "capability_stage": "retired", "transformation": "Unsupported keyframe-capture request → explicit safe alternative, provenance record, and reactivation requirements.", "inputs": [ "Requested source URL/time and intended evidence use", "Available browser/screenshot tooling", "Repository binary policy" ], "outputs": [ "Safe capture alternative or explicit blocker", "Source/time/method/output provenance", "Reactivation backlog when durable automation is needed" ], "depends_on": [ "insight-conference-tracking", "insight-evidence-standards" ], "feeds": [ "none" ], "triggers": [ "historical Apple keyframe skill invoked" ], "raw_sha256": "4d92d933764ef8194e80e76b60d952d19e3c9519f09963f1bb10a86b6f996241", "bytes": 2160 }, { "id": "insight-codebase-loop", "path": ".agents/skills/insight-codebase-loop", "status": "deprecated", "class": "deprecated", "scope": "codebase-analysis", "capability_stage": "retired", "transformation": "Unsupported autonomous loop request → bounded analysis workflow, durable findings, and explicit reactivation requirements.", "inputs": [ "Repository analysis question", "Current tree, history, validators, and tool availability" ], "outputs": [ "Bounded repository findings in an appropriate topic/knowledge entry", "Explicit missing-runner blocker", "Reactivation requirements when justified" ], "depends_on": [ "insight-repo-onboarding" ], "feeds": [ "none" ], "triggers": [ "historical codebase loop invoked" ], "raw_sha256": "2d682d78c4e338a1456430f44e26f93c896451f133878938c73cf657767e9e6b", "bytes": 2156 }, { "id": 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"insight-evidence-standards" ], "feeds": [ "insight-trend-refresh", "insight-trend-quality", "insight-trend-governance", "insight-trend-publication" ], "triggers": [ "formal technology trend program", "technology trend flywheel", "monthly technology intelligence" ], "raw_sha256": "0187bbbc8816493616e720a83e7c60b68cd390165254b94d8dbab3874cfc9c8c", "bytes": 24266 }, { "id": "insight-trend-refresh", "path": ".agents/skills/insight-trend-refresh", "status": "stable", "class": "operations", "scope": "organization-technology-trends", "capability_stage": "operate", "transformation": "Due Watch Plans or unfinished refresh state → bounded resumable evidence refresh with checkpoints, exact provenance, challenge work, and clean no-op semantics.", "inputs": [ "Watch Plans, cutoff, budgets and current time", "Refresh Runs/Tasks and canonical revision", "Topics, Questions, current Claims/Trends and findings" ], "outputs": [ "Resumed/completed Run and idempotent Tasks", "Promoted Items/Signals/Provenance and counterevidence attempts", "Updated Watch Plan schedule/checkpoint state", "Clean no-op when nothing is due" ], "depends_on": [ "insight-technology-trend-intelligence", "insight-source-acquisition", "insight-evidence-standards" ], "feeds": [ "insight-trend-quality", "insight-trend-governance" ], "triggers": [ "due trend watch plan", "scheduled trend refresh", "manual trend refresh", "refresh recovery" ], "raw_sha256": "900c5a160c47a350c6db37877442d3e977cd0a41a03560d69bd943b06f60c5d2", "bytes": 9266 }, { "id": "insight-trend-quality", "path": ".agents/skills/insight-trend-quality", "status": "stable", "class": "assurance", "scope": "organization-technology-trends", "capability_stage": "assure", "transformation": "Candidate trend intelligence state → adversarial quality findings, calibrated confidence, remediation actions, and release decision.", "inputs": [ "Signals/Provenance and Evidence Edges", "Claims, Trends, Snapshots and Scorecards", "Forecast, promotion, review and publication lineage" ], "outputs": [ "Durable Quality Findings", "Confidence ceilings and penalties", "Pass/review/block decision and remediation queue" ], "depends_on": [ "insight-technology-trend-intelligence", "insight-evidence-standards" ], "feeds": [ "insight-trend-governance", "insight-trend-publication" ], "triggers": [ "trend quality gate", "forecast resolution", "promotion review", "publication readiness" ], "raw_sha256": "5e0d94a9e4d1fc724382073cf0021b8bbbb7e3c903b10638350fa77ea29cfc4a", "bytes": 5297 }, { "id": "insight-trend-governance", "path": ".agents/skills/insight-trend-governance", "status": "stable", "class": "governance", "scope": "organization-technology-trends", "capability_stage": "govern", "transformation": "External proposals or governance deltas → auditable promotion, forecast, expert-review and control-plane decision.", "inputs": [ "External promotion batch and source revision", "Open Forecasts and resolution evidence", "Expert Reviews and proposed changes", "Schedule, owner, schema and publication lineage" ], "outputs": [ "Promotion Decisions", "Forecast resolution/calibration state", "Review incorporation/rejection decision", "Reconciled control-plane state or explicit finding" ], "depends_on": [ "insight-technology-trend-intelligence", "insight-trend-quality" ], "feeds": [ "insight-trend-publication", "insight-skill-governor" ], "triggers": [ "external research promotion", "forecast milestone", "expert trend review", "trend control-plane drift" ], "raw_sha256": "278c0bfe7673092614aa844e398b73fd68ab2fc25c42d23cf2bb0d6963582381", "bytes": 4017 }, { "id": "insight-trend-publication", "path": ".agents/skills/insight-trend-publication", "status": "stable", "class": "product", "scope": "organization-technology-trends", "capability_stage": "productize", "transformation": "Validated canonical trend state → immutable-versioned publication candidate and optionally approved audience artifact.", "inputs": [ "Exact TableGit revision and validated Run", "Trends, Snapshots, Claims, Forecasts and Scorecards", "Quality Findings, Expert Reviews and audience context" ], "outputs": [ "Frozen publication candidate version", "Evidence-linked expert or leadership projection", "Review/release state and artifact lineage" ], "depends_on": [ "insight-technology-trend-intelligence", "insight-trend-quality", "insight-trend-governance" ], "feeds": [ "insight-trend-report-rendering", "insight-topic-workbench", "insight-index-maintenance", "insight-skill-governor" ], "triggers": [ "monthly technology trend candidate", "technology trend expert pack", "technology trend publication" ], "raw_sha256": "bfdbb9e805d0bc9ec9d20eca7222fc95d567d91109c39aef03f42b08d94f5389", "bytes": 13093 }, { "id": "insight-trend-report-rendering", "path": ".agents/skills/insight-trend-report-rendering", "status": "stable", "class": "product", "scope": "organization-technology-trends", "capability_stage": "productize", "transformation": "Frozen or current formal trend authority → one unified progressively disclosed techintel-report/v1 projection and consistent H5/PPT/PDF presentation artifacts.", "inputs": [ "Current revision or frozen Publication source revision", "Trends, Snapshots, Scorecards, Claims, Forecasts, Findings and evidence lineage", "Report context, disclosure policy, and renderer target" ], "outputs": [ "Validated techintel-report/v1 projection", "Responsive H5 living/frozen report", "Optional PPTX/PDF/PNG from the same projection", "Projection/artifact lineage" ], "depends_on": [ "insight-trend-publication", "insight-trend-quality", "insight-evidence-standards", "insight-topic-workbench", "insight-shell-i18n-governance" ], "feeds": [ "insight-trend-landscape-visualization", "insight-index-maintenance", "insight-skill-governor" ], "triggers": [ "technology trend living report", "trend report H5", "trend report rendering", "technology trend PPT export" ], "raw_sha256": "ba2e3661a71f6eecd059b0cb08ca5f273c058ac70d3121a564fb0ab9bcae6ed8", "bytes": 14090 }, { "id": "insight-trend-landscape-visualization", "path": ".agents/skills/insight-trend-landscape-visualization", "status": "stable", "class": "product", "scope": "organization-technology-trends", "capability_stage": "productize", "transformation": "Formal Trend projection → executive-grade responsive Score × Confidence landscape with direct labels and exact point semantics.", "inputs": [ "Formal projected Trends with Score, Confidence and Momentum", "Theme coverage and locale", "Responsive viewport" ], "outputs": [ "Direct-labeled Trend Landscape", "Responsive collision-safe Chart.js visualization", "Visual identity mapping and browser acceptance evidence" ], "depends_on": [ "insight-trend-report-rendering", "insight-shell-i18n-governance" ], "feeds": [ "insight-index-maintenance", "insight-skill-governor" ], "triggers": [ "trend landscape", "趋势图", "score confidence chart", "trend chart visualization" ], "raw_sha256": "7b7961aee7b729720906f35fbf9112deb8a7a411f1dbef1ac78c5364606d0521", "bytes": 4533 }, { "id": "insight-animated-svg", "path": ".agents/skills/insight-animated-svg", "status": "experimental", "class": "product", "scope": "organization-visualization", "capability_stage": "productize", "transformation": "Evidence-bounded visual concept → isolated animated SVG scene, Web Component runtime contract, and reusable Web/static/MP4/PowerPoint projections.", "inputs": [ "Research or presentation claim with evidence boundary", "SVG scene structure and narrative stages", "Optional animation adapter and projection targets" ], "outputs": [ "Independent animated SVG scene", "Shadow-DOM Web Component projection", "Static SVG/PNG and MP4 projection contract", "PowerPoint static/native-animation projection plan" ], "depends_on": [ "insight-evidence-standards", "insight-shell-i18n-governance", "insight-cdp-ui-debug-loop" ], "feeds": [ "insight-topic-workbench", "insight-trend-report-rendering", "insight-skill-governor" ], "triggers": [ "animated svg", "dynamic infographic", "motion scene", "SVG 动画", "动态图", "PPT animation projection" ], "raw_sha256": "d999f4a06af5b2bfded609148f4f6124c90a900b971eebb2b3107f21d9161491", "bytes": 7222 } ], "compositions": [ { "id": "topic_evolution_loop", "goal": "Turn a research signal into a validated, published, and learnable topic product.", "sequence": [ "insight-repo-onboarding", "insight-review-methodology", "insight-source-acquisition", "insight-evidence-standards", "insight-topic-workbench", "insight-shell-i18n-governance", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "conference_evolution_loop", "goal": "Turn conference signals into evidence-linked workbenches and reusable conference capability.", "sequence": [ "insight-repo-onboarding", "insight-conference-tracking", "insight-source-acquisition", "insight-evidence-standards", "insight-wwdc-workbench-framework", "insight-tools-usage", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "waic_topic_maintenance_loop", "goal": "Maintain WAIC 2026 from the 57-paper population to a coverage-honest leadership decision product.", "sequence": [ "insight-repo-onboarding", "insight-conference-tracking", "insight-evidence-standards", "insight-waic-topic-maintainer", "insight-waic-paper-analysis", "insight-waic-evidence-synthesis", "insight-waic-briefing-maintainer", "insight-waic-coverage-auditor", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "ai_computing_trend_loop", "goal": "Turn AI-computing expert frameworks and monthly evidence into requalified full-stack computing trends, route competition, forecasts, and a governed Domain publication contribution.", "sequence": [ "insight-repo-onboarding", "insight-technology-trend-intelligence", "insight-review-methodology", "insight-source-acquisition", "insight-evidence-standards", "insight-ai-computing-trend", "insight-trend-refresh", "insight-trend-quality", "insight-trend-publication", "insight-trend-report-rendering", "insight-skill-governor" ] }, { "id": "ct_technology_trend_loop", "goal": "Turn a CT technology-planning question into a primary-source-grounded, standards-aware trend map, route competition, lifecycle outlook, and strategic decision package.", "sequence": [ "insight-repo-onboarding", "insight-review-methodology", "insight-source-acquisition", "insight-evidence-standards", "insight-ct-technology-trend", "insight-topic-workbench", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "resource_intelligence_loop", "goal": "Turn challenge/resource gaps into verified reusable resources, evidence-backed many-to-many matches, bidirectional knowledge gains, and a governed decision surface.", "sequence": [ "insight-repo-onboarding", "insight-review-methodology", "insight-evidence-standards", "academic-resource-loop", "academic-projection-governance", "academic-resource-card-maintainer", "insight-russia-search-promo", "insight-topic-workbench", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "challenge_deep_analysis_loop", "goal": "Turn one source-complete flat Challenge into an evidence-bounded technical model and capability-demand profile without starting Resource matching.", "sequence": [ "insight-repo-onboarding", "insight-evidence-standards", "academic-challenge-analysis", "insight-skill-governor" ] }, { "id": "challenge_portfolio_analysis_loop", "goal": "Turn completed Challenge analyses into deterministic, cohort-aware portfolio statistics without mutating source, deep-analysis, Resource, or Match authority.", "sequence": [ "insight-repo-onboarding", "insight-evidence-standards", "academic-challenge-portfolio-analysis", "academic-projection-governance", "insight-skill-governor" ] }, { "id": "lab_platform_evolution_loop", "goal": "Turn a runnable vertical capability into a Skill-native Lab with scalable TableGit discovery, governed browser runtime, and reusable release evidence.", "sequence": [ "insight-repo-onboarding", "labskills", "insight-lab-page-authoring", "insight-shell-i18n-governance", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "knowledge_ingestion_loop", "goal": "Turn external material into governed, published, and refreshable organizational knowledge.", "sequence": [ "insight-repo-onboarding", "insight-evidence-standards", "insight-wiki-ingestion", "insight-lab-page-authoring", "insight-shell-i18n-governance", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "supporting_page_delivery_loop", "goal": "Turn a bounded research artifact into a validated public supporting page and reusable authoring improvement.", "sequence": [ "insight-repo-onboarding", "insight-evidence-standards", "insight-lab-page-authoring", "insight-shell-i18n-governance", "insight-cdp-ui-debug-loop", "insight-index-maintenance", "insight-skill-governor" ] }, { "id": "shared_experience_evolution_loop", "goal": "Turn a cross-page shell, visual, locale, or interaction need into a verified shared experience capability and reusable governance improvement.", "sequence": [ "insight-repo-onboarding", "insight-shell-i18n-governance", "insight-tools-usage", "insight-animated-svg", "insight-cdp-ui-debug-loop", "insight-skill-governor" ] }, { "id": "organizational_skill_evolution_loop", "goal": "Turn repeated execution experience into a validated organizational capability upgrade.", "sequence": [ "insight-repo-onboarding", "insight-tools-usage", "insight-skill-governor" ] }, { "id": "technology_trend_intelligence_flywheel", "goal": "Turn recurring cross-domain technology signals into a governed, evidence-linked, forecast-calibrated and versioned organizational trend-intelligence program.", "sequence": [ "insight-repo-onboarding", "insight-technology-trend-intelligence", "insight-review-methodology", "insight-source-acquisition", "insight-evidence-standards", "insight-trend-refresh", "insight-trend-quality", "insight-trend-governance", "insight-trend-publication", "insight-trend-report-rendering", "insight-trend-landscape-visualization", "insight-skill-governor" ] } ], "works_states": { "stable": 34, "experimental": 2, "deprecated": 2 }, "builtin_operation_count": 109 }