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Analyze Chinese notes, articles, manuscripts, and digital card-box material with FIRE 2.0: Full-D numbering, Index keyword webs, Route thinking paths, and Evolution over time.
Passed 21 of 22 test cases with the skill, and 6 of 22 without it.
and 14 more in the full report
15 fixed6 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
When laying out the compass arrows in a FIRE 2.0 card diagram, which arrow points from Full-D toward Route?
| Checked | Without skill | With skill |
|---|---|---|
| The arrow pointing from Full-D toward Route is '↘'. | Missed | Passed |
The instructions your model reads when the skill loads.
Transform Chinese notes, short articles, manuscripts, or book-system material into semantic-search-ready digital card-box structure using FIRE 2.0:
F = Full-D: give every temporary note a stable full number, then refine it into a permanent note; if publishing, turn it into a project note with complete book/project numbering.I = Index: build keyword indexes and re-entry points so a tree-shaped manuscript can also become a spider-web knowledge structure.R = Route: design thinking routes through the material so cards can support narrative, search paths, and the next creative card.E = Evolution: track how notes evolve through time grids, plans, reviews, and conversations with the digital card box.Strategic frame:
戰場上核心戰略只有一個：火力與移動。 不移動，局勢就由別人決定。不開火，就會被別人釘在原地。 ─ Joel Spolsky
FIRE 2.0 treats Full-D and Index as search firepower, and Route and Evolution as knowledge movement. The goal is not just to summarize source text, but to prepare it for table-of-contents search, exact keyword search, and semantic search.
2.0Full-D / Index / Route / EvolutionFact / Index / Relation / EncyclopediaEolution, normalize it to Evolution unless quoting the source.019ed5d7-9b24-7581-b98e-9e29027e85f3各章節內容Desktop的改善 目標 $fire-analysis-card $pdca $project-...2026-06-17/Users/twhsi/.codex/session_index.jsonl has updated_at: 2026-06-17T13:49:43.934892Z.fire-analysis-card with pdca and project-note-json-to-epub to produce a Skill-ecology EPUB, placing FIRE as the card-analysis layer in the user's Skill ecosystem.When the user asks to find, verify, or update the original discussion thread for this skill:
list_threads with query fire-analysis-card, then read thread 019ed5d7-9b24-7581-b98e-9e29027e85f3./goal prompt that invokes $fire-analysis-card, $pdca, and $project-note-json-to-epub together.rg for fire-analysis-card, FIRE Analysis Card, 知識成頁, or Fact 事實 in ~/.codex/session_index.jsonl, ~/.codex/archived_sessions, and ~/Documents/Codex.test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.