t27f: reel_factory.t27 -- content features to a unique scene plan per item (Closes #10561) by gHashTag · Pull Request #10566 · gHashTag/t27

gHashTag · 2026-10-18T17:32:41Z

Closes #10561. Part of epic #10560 (R1 + R2).

What

specs/t27f/reel_factory.t27 is the content factory. An item's own content goes in, and a scene plan comes out. Every reel of a course gets a different scene, and no reel is edited by hand.

Features. Each lesson's code in reel_topics.t27 is read keyword by keyword, at word boundaries, into eleven counts: test, fn, data, trit, loop, branch, use, guard, assert, name and pub. Each mention in the lesson's English title adds TITLE_WEIGHT (10). Without the title, lesson 8 "Expressions", with 8 asserts, would win the tests scene over lesson 9 "A test block", which has 1.
Score. An item's count over one plus the course total (term frequency over course frequency).
Choose. The whole course is planned at once. The best (item, construct scene) pair is assigned first, never past ARCH_CAP (4) and never within WINDOW (2) items of the same scene. Every item left over then takes the least-used generic scene: its code, title, task or place on the course map.
Dress. The accent is the course module, the camera motion is t mod 4 and the layout is t mod 3.
Formats. Tall and wide reels, a square post, a 4:5 post, a cover, a carousel (3 to 10 slides), an X card and an og image.
Anomaly gate. The SSIM ceiling (850 permille) that R3 will apply to the rendered stills.

The plan for course 0 (lab: `t27c gen` + `zig run` of a scratch main; the spec itself keeps no main, see below)

There are 12 archetypes and every one is used. Each lesson that teaches a construct gets that construct's scene:

lessons	scenes
7 Trits	trit
10 Many tests	tests
13 Choices	branch
14 Loops	loop
16 Structs	data
18 Using other modules	links
19 Invariants	guard
20-26	title, task, map, tests, code, graph, tests

Before this, every lesson had the same token_floor backdrop.

Self-critique, recorded in the spec's NOT CLAIMED block

The dressing alone already separates the signatures of a 27-lesson course, because motion and layout fix t mod 12 and the accent splits t from t+12. The uniqueness test is weak by itself; the window test is what keeps the scenes apart.
TITLE_WEIGHT and the SSIM bound are chosen values, not measured ones.
The renderers (R3) and the change to lesson_reel (R4) are not in this PR.

Checks (Railway lab)

t27c test-report specs/t27f/reel_factory.t27: 8/8 pass, 0 vacuous. The per-test runtime asserts are 107, 14, 7, 456, 13, 81, 54 and 3.
t27c seal --save and then --verify: all hashes MATCH. The closure is reel_topics.t27.
t27b ledger row pass. On the x86 lab, t27b corpus specs/t27f --list takes the spec through the front end and stops only at "the JIT runs only on arm64". The JIT verdict is the job of CI's t27b-native-ratchet.
A first version had a printing main, and t27b rejected it on std.debug.print. The ledger's not-pass cap only moves down, so main was dropped. Printing the plan becomes a tri command (R6 of the epic).

The pointer row in specs/t27f/frontend.t27 waits for #10551, where that file is introduced.

🤖 Generated with Claude Code

… item (Closes #10561) The content factory of epic #10560 (R1 + R2). Each lesson's code and title are read into eleven feature counts; twelve scene archetypes are scored by term frequency over course frequency; the course is planned at once (best pair first, cap 4, no repeat within 2 items, then the least-used generic scene); accent, motion and layout dress the plan; eight output formats and the SSIM anomaly bound for R3. Lab: test-report 8/8 pass, 0 vacuous; seal --verify MATCH; t27b front end accepts it (JIT verdict is the arm64 ratchet's). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

github-actions · 2026-10-18T18:29:24Z

PR Dashboard

Generated at: 2026-10-18 18:29:16 UTC

ledger: re-derive from master 90f62487604b, as its lab verdict APPLY says (Closes #10594) #10595 ledger: re-derive from master 90f62487604b, as its lab verdict APPLY says (Closes #10594) | Created: 2026-10-18 | Updated: 2026-10-18 | 29 failing / 34 total
t27o: five refusal classes from the roadmap dogfood convert (Closes #10526) #10593 t27o: five refusal classes from the roadmap dogfood convert (Closes #10526) | Created: 2026-10-18 | Updated: 2026-10-18 | 28 failing / 35 total
t27f: scene renderers for the 12 archetypes and the still anomaly gate (R3) #10592 t27f: scene renderers for the 12 archetypes and the still anomaly gate (R3) | Created: 2026-10-18 | Updated: 2026-10-18 | 29 failing / 36 total
queen: key_credit.t27 -- a leased contributor key earns credit only for .t27 that landed (Closes #10589) #10591 queen: key_credit.t27 -- a leased contributor key earns credit only for .t27 that landed (Closes #10589) | Created: 2026-10-18 | Updated: 2026-10-18 | 31 failing / 38 total
tri t27o-sweep: t27o over a whole tree, rows reused while the file and the two seals hold (Closes #10543) #10587 tri t27o-sweep: t27o over a whole tree, rows reused while the file and the two seals hold (Closes #10543) | Created: 2026-10-18 | Updated: 2026-10-18 | 25 failing / 32 total
t27f: reel_beats.t27 -- every reel as open, main and close, no two the same sequence (Closes #10584) #10586 t27f: reel_beats.t27 -- every reel as open, main and close, no two the same sequence (Closes #10584) | Created: 2026-10-18 | Updated: 2026-10-18 | 27 failing / 34 total
claw: claw-t27f/suggest/refresh pass with a note when the App token cannot be minted; claw-refresh can read the queue (#10576) #10585 claw: claw-t27f/suggest/refresh pass with a note when the App token cannot be minted; claw-refresh can read the queue (#10576) | Created: 2026-10-18 | Updated: 2026-10-18 | 24 failing / 29 total
security: remove the plaintext OSF token from the research summary (Closes #10581) #10582 security: remove the plaintext OSF token from the research summary (Closes #10581) | Created: 2026-10-18 | Updated: 2026-10-18 | 24 failing / 29 total
t27f: reel_factory_plan.t27 -- print the factory's course-0 plan, and tri factory (Closes #10573) #10580 t27f: reel_factory_plan.t27 -- print the factory's course-0 plan, and tri factory (Closes #10573) | Created: 2026-10-18 | Updated: 2026-10-18 | 27 failing / 34 total
fpga(ax7203): RLC and 5-node ladder through the linear cell -- one board top for both circuits, bitstreams built, board run pending (Closes #10565) #10578 fpga(ax7203): RLC and 5-node ladder through the linear cell -- one board top for both circuits, bitstreams built, board run pending (Closes #10565) | Created: 2026-10-18 | Updated: 2026-10-18 | 30 failing / 37 total
claw: token_shape.t27 -- every App-token job passes with a note when the token cannot be minted (#10576) #10577 claw: token_shape.t27 -- every App-token job passes with a note when the token cannot be minted (#10576) | Created: 2026-10-18 | Updated: 2026-10-18 | 25 failing / 32 total
analog: sar_cdac.t27 -- the SAR ADC split capacitive DAC with its 1-unit bridge, charge redistribution against ngspice (Closes #10540) #10575 analog: sar_cdac.t27 -- the SAR ADC split capacitive DAC with its 1-unit bridge, charge redistribution against ngspice (Closes #10540) | Created: 2026-10-18 | Updated: 2026-10-18 | 27 failing / 34 total
claw: TRI CLAW social-visual skill cards -- format, scene, uniqueness gate, publish consent (Closes #10570) #10574 claw: TRI CLAW social-visual skill cards -- format, scene, uniqueness gate, publish consent (Closes #10570) | Created: 2026-10-18 | Updated: 2026-10-18 | 28 failing / 35 total
claw: criteria.t27 + claw/criteria check -- commands settle the criteria they can (Closes #10549) #10572 claw: criteria.t27 + claw/criteria check -- commands settle the criteria they can (Closes #10549) | Created: 2026-10-18 | Updated: 2026-10-18 | 28 failing / 36 total
claw-sarif: ask for no token without a changed .t27, degrade to a step-summary note when the App cannot mint one (Closes #10501) #10568 claw-sarif: ask for no token without a changed .t27, degrade to a step-summary note when the App cannot mint one (Closes #10501) | Created: 2026-10-18 | Updated: 2026-10-18 | 20 failing / 31 total
queen: key_vault.t27 -- one key store, every consumer leases, review lanes first (Closes #10564) #10567 queen: key_vault.t27 -- one key store, every consumer leases, review lanes first (Closes #10564) | Created: 2026-10-18 | Updated: 2026-10-18 | 27 failing / 34 total
t27f: reel_factory.t27 -- content features to a unique scene plan per item (Closes #10561) #10566 t27f: reel_factory.t27 -- content features to a unique scene plan per item (Closes #10561) | Created: 2026-10-18 | Updated: 2026-10-18 | 14 failing / 35 total
spec(t27mcp): visual_output.t27 -- when answer_channel picks UI_RESOURCE #10563 spec(t27mcp): visual_output.t27 -- when answer_channel picks UI_RESOURCE | Created: 2026-10-18 | Updated: 2026-10-18 | 26 failing / 33 total
spec(queen): review_first.t27 -- no backlog dispatch while finished work waits in review (Closes #10555) #10562 spec(queen): review_first.t27 -- no backlog dispatch while finished work waits in review (Closes #10555) | Created: 2026-10-18 | Updated: 2026-10-18 | 27 failing / 34 total
ci: per-PR cancel groups on 9 uncancelled workflows, one provable paths filter (Closes #10552) #10557 ci: per-PR cancel groups on 9 uncancelled workflows, one provable paths filter (Closes #10552) | Created: 2026-10-18 | Updated: 2026-10-18 | 6 failing / 55 total
t27f: frontend.t27 -- T27F is t27's frontend, every visual surface in one law, served by TRI CLAW (Closes #10537) #10551 t27f: frontend.t27 -- T27F is t27's frontend, every visual surface in one law, served by TRI CLAW (Closes #10537) | Created: 2026-10-18 | Updated: 2026-10-18 | 28 failing / 35 total
claw: reel_still.t27 -- the TRI CLAW /mcp tool that renders one particle still #10548 claw: reel_still.t27 -- the TRI CLAW /mcp tool that renders one particle still | Created: 2026-10-18 | Updated: 2026-10-18 | 4 failing / 36 total
skills: tri-pipeline fast path (t27b first, frontier --only seal reuse) and a t27o skill (Closes #10541) #10542 skills: tri-pipeline fast path (t27b first, frontier --only seal reuse) and a t27o skill (Closes #10541) | Created: 2026-10-18 | Updated: 2026-10-18 | 23 failing / 28 total
t27o --check: t27b test judges first, t27c test-report only when t27b cannot (Closes #10525) #10538 t27o --check: t27b test judges first, t27c test-report only when t27b cannot (Closes #10525) | Created: 2026-10-18 | Updated: 2026-10-18 | 26 failing / 33 total
t27o: SPICE front end -- parse, flatten and inventory an ngspice netlist, or refuse with the line (Closes #10509) #10530 t27o: SPICE front end -- parse, flatten and inventory an ngspice netlist, or refuse with the line (Closes #10509) | Created: 2026-10-18 | Updated: 2026-10-18 | 26 failing / 33 total
claw: visual_output.t27 -- a T27F visual in every output that did work (Closes #10508) #10510 claw: visual_output.t27 -- a T27F visual in every output that did work (Closes #10508) | Created: 2026-10-18 | Updated: 2026-10-18 | 27 failing / 35 total
fix(t27c): seal --verify reads the committed gen file; compile refuses a hand-written output (draft, needs owner-approved-foreign) #10481 fix(t27c): seal --verify reads the committed gen file; compile refuses a hand-written output (draft, needs owner-approved-foreign) | Created: 2026-10-18 | Updated: 2026-10-18 | 2 failing / 46 total
fpga(ax7203): ternary mat-vec over real tern-tc-9m weights in DDR3, UART receipt (Closes #10461) #10475 fpga(ax7203): ternary mat-vec over real tern-tc-9m weights in DDR3, UART receipt (Closes #10461) | Created: 2026-10-18 | Updated: 2026-10-18 | 10 failing / 49 total
spec(ml): eval_hslm -- held-out loss of an HSLM checkpoint, last position and full sequence (Refs #10372) #10467 spec(ml): eval_hslm -- held-out loss of an HSLM checkpoint, last position and full sequence (Refs #10372) | Created: 2026-10-18 | Updated: 2026-10-18 | 5 failing / 36 total
fix(seal): refuse a seal file another spec owns, re-check the hash after the write, land it by rename #10464 fix(seal): refuse a seal file another spec owns, re-check the hash after the write, land it by rename | Created: 2026-10-18 | Updated: 2026-10-18 | 7 failing / 48 total
igla ptx v2: cp.async ring, 128x128xBK64 tile, prmt-decoded W; within 1.33x of CUTLASS s8 (Refs #10404) #10456 igla ptx v2: cp.async ring, 128x128xBK64 tile, prmt-decoded W; within 1.33x of CUTLASS s8 (Refs #10404) | Created: 2026-10-18 | Updated: 2026-10-18 | 6 failing / 46 total
check: refuse a module that declares a top-level name twice (Closes #10421) #10442 check: refuse a module that declares a top-level name twice (Closes #10421) | Created: 2026-10-18 | Updated: 2026-10-18 | 5 failing / 44 total
t27c PTX backend: ternary x int8 GEMM kernel emitted by a .t27 spec (int8 mma.sync), ptx-run glue #10425 t27c PTX backend: ternary x int8 GEMM kernel emitted by a .t27 spec (int8 mma.sync), ptx-run glue | Created: 2026-10-18 | Updated: 2026-10-18 | 6 failing / 38 total
spec(ml): train_hslm -- main() trains the whole 3-block HSLM with STE and LAMB, writes MSLH checkpoints (Refs #10372) #10387 spec(ml): train_hslm -- main() trains the whole 3-block HSLM with STE and LAMB, writes MSLH checkpoints (Refs #10372) | Created: 2026-10-18 | Updated: 2026-10-18 | 2 failing / 36 total
demo: claw/sarif alert on a spec that does not parse (DO NOT MERGE, Refs #10356) #10381 demo: claw/sarif alert on a spec that does not parse (DO NOT MERGE, Refs #10356) | Created: 2026-10-18 | Updated: 2026-10-18 | 6 failing / 33 total
spec(hslm): nn/hslm_tokenizer and ml/hslm_corpus -- the 729-token BPE and a pinned TinyStories token file (Refs #10372) #10380 spec(hslm): nn/hslm_tokenizer and ml/hslm_corpus -- the 729-token BPE and a pinned TinyStories token file (Refs #10372) | Created: 2026-10-18 | Updated: 2026-10-18 | 4 failing / 32 total
spec(port): land the remaining CR-CHAT ring batch -- 18 targets (Closes #10579; Refs #8883, #8884) #10175 spec(port): land the remaining CR-CHAT ring batch -- 18 targets (Closes #10579; Refs #8883, #8884) | Created: 2026-10-18 | Updated: 2026-10-18 | 29 failing / 37 total
spec(port): port specs/port/trios-railway/crates/trios-igla-race/src/bin/smoke_agent.t27 (Closes #9714) #10022 spec(port): port specs/port/trios-railway/crates/trios-igla-race/src/bin/smoke_agent.t27 (Closes #9714) | Created: 2026-10-17 | Updated: 2026-10-18 | 2 failing / 35 total
spec(port): port specs/port/trios-railway/crates/trios-igla-race/src/bin/debug_queue.t27 (Closes #9704) #10015 spec(port): port specs/port/trios-railway/crates/trios-igla-race/src/bin/debug_queue.t27 (Closes #9704) | Created: 2026-10-17 | Updated: 2026-10-18 | 2 failing / 35 total
t27b: repair crypto and rust_convert; distinguish PR ledger lag #9637 t27b: repair crypto and rust_convert; distinguish PR ledger lag | Created: 2026-10-15 | Updated: 2026-10-15 | 3 failing / 33 total
spec(port): share tree helpers across eight gen_w ports (Closes #9633) #9636 spec(port): share tree helpers across eight gen_w ports (Closes #9633) | Created: 2026-10-15 | Updated: 2026-10-17 | 3 failing / 33 total
Port fpga/verilog/gft_xorpercep_jtag.v (Verilog, 1 module) to specs/port/fpga/verilog/gft_xorpercep_jtag.t27 #9549 Port fpga/verilog/gft_xorpercep_jtag.v (Verilog, 1 module) to specs/port/fpga/verilog/gft_xorpercep_jtag.t27 | Created: 2026-10-14 | Updated: 2026-10-14 | 4 failing / 29 total
Port gHashTag/trios:crates/trios-git/src/stage.rs (Rust, 2 functions) to specs/port/trios/crates/trios-git/src/stage.t27 #9548 Port gHashTag/trios:crates/trios-git/src/stage.rs (Rust, 2 functions) to specs/port/trios/crates/trios-git/src/stage.t27 | Created: 2026-10-14 | Updated: 2026-10-14 | 4 failing / 29 total
Port gHashTag/trios:crates/trios-rainbow-bridge/src/bridge.rs (Rust, 5 functions) to specs/port/trios/crates/trios-rainb #9485 Port gHashTag/trios:crates/trios-rainbow-bridge/src/bridge.rs (Rust, 5 functions) to specs/port/trios/crates/trios-rainb | Created: 2026-10-14 | Updated: 2026-10-14 | 4 failing / 29 total
Port scripts/gen_w734.py (Python, 3 functions) to specs/port/scripts/gen_w734.t27 #9484 Port scripts/gen_w734.py (Python, 3 functions) to specs/port/scripts/gen_w734.t27 | Created: 2026-10-14 | Updated: 2026-10-14 | 4 failing / 29 total
Port scripts/gen_w726.py (Python, 3 functions) to specs/port/scripts/gen_w726.t27 #9463 Port scripts/gen_w726.py (Python, 3 functions) to specs/port/scripts/gen_w726.t27 | Created: 2026-10-14 | Updated: 2026-10-14 | 3 failing / 29 total
Port gHashTag/trinity:src/tri/sacred_alu.zig (Zig, 4 functions) to specs/port/trinity/src/tri/sacred_alu.t27 #9427 Port gHashTag/trinity:src/tri/sacred_alu.zig (Zig, 4 functions) to specs/port/trinity/src/tri/sacred_alu.t27 | Created: 2026-10-13 | Updated: 2026-10-13 | 5 failing / 29 total
Port gHashTag/trios:crates/trios-phd/src/bin/rag_search.rs (Rust, 3 functions) to specs/port/trios/crates/trios-phd/src/ #9426 Port gHashTag/trios:crates/trios-phd/src/bin/rag_search.rs (Rust, 3 functions) to specs/port/trios/crates/trios-phd/src/ | Created: 2026-10-13 | Updated: 2026-10-13 | 4 failing / 29 total
Port gHashTag/trinity:src/vibeec/spec_loader.zig (Zig, 2 functions) to specs/port/trinity/src/vibeec/spec_loader.t27 #9407 Port gHashTag/trinity:src/vibeec/spec_loader.zig (Zig, 2 functions) to specs/port/trinity/src/vibeec/spec_loader.t27 | Created: 2026-10-13 | Updated: 2026-10-13 | 4 failing / 29 total
Port gHashTag/trinity:src/background_agent/config.zig (Zig, 5 functions) to specs/port/trinity/src/background_agent/conf #9345 Port gHashTag/trinity:src/background_agent/config.zig (Zig, 5 functions) to specs/port/trinity/src/background_agent/conf | Created: 2026-10-13 | Updated: 2026-10-13 | 5 failing / 29 total

Summary

Status	Count
Total Open PRs	50
PRs with Failing Checks	50
PRs with All Checks Green	0
READY	0
FAILING	50
PENDING	0
NO CHECKS YET	0

Seal Status

⚠️ STALE -- sha256(compiler.rs)=fad12492937a != manifest seal=87e5cbd3ad94.
The committed NMSE numbers were certified against an older compiler.rs.
Run scripts/reseal-check.sh locally for the two-step reseal command (advisory; not a merge gate).

Ledger: keep reel_factory_plan row. Skill: keep the branch's fuller content-factory row. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

Ledger: keep the reel_beats row. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

gHashTag and others added 2 commits October 19, 2026 00:32

skills: t27f -- content factory row and its three traps (Closes #10561)

eb7a850

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

github-actions Bot mentioned this pull request Oct 18, 2026

t27o: rust_std.t27 function test coverage 88 % -> 100 % (Closes #10550) #10553

Merged

gHashTag mentioned this pull request Oct 18, 2026

t27f: reel_beats.t27 -- every reel an ordered open, main and close scene sequence, distinct across the course (R7 of #10560) #10584

Closed

github-actions Bot mentioned this pull request Oct 18, 2026

claw-refresh: survive HTML error pages, refresh only what the merger lands next, cap 5, stop above 150 queued runs (Closes #10545) #10559

Merged

This was referenced Oct 18, 2026

t27f: reel_beats.t27 -- every reel as open, main and close, no two the same sequence (Closes #10584) #10586

Merged

t27f: scene renderers for the 12 archetypes and the still anomaly gate (R3) #10592

Open

github-actions Bot mentioned this pull request Oct 18, 2026

t27c PTX backend: ternary x int8 GEMM kernel emitted by a .t27 spec (int8 mma.sync), ptx-run glue #10425

Open

github-actions Bot mentioned this pull request Oct 18, 2026

t27o --check: t27b test judges first, t27c test-report only when t27b cannot (Closes #10525) #10538

Merged

gHashTag enabled auto-merge (squash) October 18, 2026 18:30

github-actions Bot mentioned this pull request Oct 18, 2026

claw-sarif: ask for no token without a changed .t27, degrade to a step-summary note when the App cannot mint one (Closes #10501) #10568

Merged

gHashTag merged commit 480e8dc into master Oct 18, 2026
33 of 35 checks passed

gHashTag added a commit that referenced this pull request Oct 18, 2026

Merge master into claude/t27f-reel-beats (#10566 landed as a squash)

7236eba

Ledger: keep the reel_beats row. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

gHashTag mentioned this pull request Oct 18, 2026

claw: carry the TRI CLAW social-visual skill cards to master (#10574 merged into a dead branch) (Closes #10570) #10613

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t27f: reel_factory.t27 -- content features to a unique scene plan per item (Closes #10561) - #10566

t27f: reel_factory.t27 -- content features to a unique scene plan per item (Closes #10561)#10566
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gHashTag commented Oct 18, 2026

What

The plan for course 0 (lab: t27c gen + zig run of a scratch main; the spec itself keeps no main, see below)

Self-critique, recorded in the spec's NOT CLAIMED block

Checks (Railway lab)

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The plan for course 0 (lab: `t27c gen` + `zig run` of a scratch main; the spec itself keeps no main, see below)