1{
2  "schema_version": "0.1.0",
3  "generated_by": "manual-breakthrough-roadmap-seed",
4  "updated_at": "2026-05-15",
5  "purpose": "Canonical machine-readable map for skills, mechanisms, claims, and activation scenarios.",
6  "skills": [
7    {
8      "name": "advanced-evaluation",
9      "path": "skills/advanced-evaluation/SKILL.md",
10      "activation_scenarios": ["LLM-as-judge design", "pairwise comparison", "judge calibration", "bias mitigation"],
11      "mechanism_ids": ["pairwise-skill-revision"],
12      "claim_ids": ["claim-advanced-evaluation-position-swap"]
13    },
14    {
15      "name": "bdi-mental-states",
16      "path": "skills/bdi-mental-states/SKILL.md",
17      "activation_scenarios": ["belief-desire-intention modeling", "rational agency traces", "neuro-symbolic state transformations"],
18      "mechanism_ids": ["world-state-grounded-bdi-chain"],
19      "claim_ids": []
20    },
21    {
22      "name": "context-compression",
23      "path": "skills/context-compression/SKILL.md",
24      "activation_scenarios": ["conversation summarization", "handoff compression", "tokens-per-task reduction"],
25      "mechanism_ids": ["anchored-iterative-summary"],
26      "claim_ids": ["claim-context-compression-factory-benchmark"]
27    },
28    {
29      "name": "context-degradation",
30      "path": "skills/context-degradation/SKILL.md",
31      "activation_scenarios": ["lost-in-middle diagnosis", "context poisoning", "attention-pattern debugging"],
32      "mechanism_ids": ["context-poisoning-circuit-breaker"],
33      "claim_ids": ["claim-context-degradation-lost-middle-ruler", "claim-context-degradation-distractor-shuffled"]
34    },
35    {
36      "name": "context-fundamentals",
37      "path": "skills/context-fundamentals/SKILL.md",
38      "activation_scenarios": ["context-window mental models", "agent architecture foundations", "context budgeting"],
39      "mechanism_ids": ["progressive-disclosure-loading"],
40      "claim_ids": ["claim-context-degradation-lost-middle-ruler", "claim-context-optimization-tool-output-dominance"]
41    },
42    {
43      "name": "context-optimization",
44      "path": "skills/context-optimization/SKILL.md",
45      "activation_scenarios": ["observation masking", "prefix cache strategy", "context partitioning", "token-budget optimization"],
46      "mechanism_ids": ["retrievable-observation-masking"],
47      "claim_ids": ["claim-context-optimization-tool-output-dominance"]
48    },
49    {
50      "name": "evaluation",
51      "path": "skills/evaluation/SKILL.md",
52      "activation_scenarios": ["deterministic checks", "regression suites", "quality gates", "production monitoring"],
53      "mechanism_ids": ["deterministic-first-validation"],
54      "claim_ids": ["claim-evaluation-browsecomp-variance"]
55    },
56    {
57      "name": "filesystem-context",
58      "path": "skills/filesystem-context/SKILL.md",
59      "activation_scenarios": ["tool-output offloading", "durable scratchpads", "just-in-time file discovery", "cross-agent handoff files"],
60      "mechanism_ids": ["durable-research-thread"],
61      "claim_ids": []
62    },
63    {
64      "name": "harness-engineering",
65      "path": "skills/harness-engineering/SKILL.md",
66      "activation_scenarios": ["autonomous research loops", "locked evaluators", "editable surfaces", "novelty gates", "human approval boundaries"],
67      "mechanism_ids": ["locked-editable-surfaces", "structured-novelty-gate"],
68      "claim_ids": ["claim-harness-locked-evaluator"]
69    },
70    {
71      "name": "hosted-agents",
72      "path": "skills/hosted-agents/SKILL.md",
73      "activation_scenarios": ["background agents", "remote sandboxed execution", "warm pools", "multiplayer agent infrastructure"],
74      "mechanism_ids": ["prebuilt-warm-sandbox-pool"],
75      "claim_ids": []
76    },
77    {
78      "name": "latent-briefing",
79      "path": "skills/latent-briefing/SKILL.md",
80      "activation_scenarios": ["orchestrator-worker KV cache sharing", "Attention Matching compaction", "cross-agent state transfer without summarization", "token explosion in hierarchical agents"],
81      "mechanism_ids": ["task-guided-kv-cache-compaction"],
82      "claim_ids": ["claim-latent-briefing-public-results"]
83    },
84    {
85      "name": "memory-systems",
86      "path": "skills/memory-systems/SKILL.md",
87      "activation_scenarios": ["cross-session memory", "entity tracking", "temporal knowledge graphs", "memory benchmark selection"],
88      "mechanism_ids": ["shallowest-viable-memory-layer"],
89      "claim_ids": ["claim-memory-locomo-filesystem-baseline"]
90    },
91    {
92      "name": "multi-agent-patterns",
93      "path": "skills/multi-agent-patterns/SKILL.md",
94      "activation_scenarios": ["context isolation across agents", "supervisor coordination", "swarm handoffs", "parallel exploration"],
95      "mechanism_ids": ["context-isolation-agent-partitioning"],
96      "claim_ids": ["claim-multi-agent-token-multiplier", "claim-evaluation-browsecomp-variance"]
97    },
98    {
99      "name": "project-development",
100      "path": "skills/project-development/SKILL.md",
101      "activation_scenarios": ["task-model fit analysis", "batch pipeline design", "cost estimation", "staged artifact flows"],
102      "mechanism_ids": ["filesystem-state-machine-pipeline"],
103      "claim_ids": ["claim-project-development-vercel-d0-reduction"]
104    },
105    {
106      "name": "tool-design",
107      "path": "skills/tool-design/SKILL.md",
108      "activation_scenarios": ["agent-tool contracts", "tool schema design", "tool consolidation", "actionable error recovery"],
109      "mechanism_ids": ["tool-contract-description"],
110      "claim_ids": ["claim-tool-design-vercel-d0-reduction"]
111    }
112  ],
113  "mechanism_registry": "researcher/mechanisms/registry.jsonl",
114  "claim_registry": "researcher/claims/index.jsonl",
115  "activation_cases": "researcher/fixtures/activation-cases.jsonl",
116  "benchmark_scenarios": "researcher/benchmarks/scenarios"
117}
118