The strongest rung rested on a sentence, and the link that raised the question had no door - #32
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The strongest rung rested on a sentence, and the link that raised the question had no door#32r3vs wants to merge 1 commit into
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… question had no door `observed` was the only strong rung in the verification ladder still resting on prose the agent wrote itself, while the decision ladder had already been given carriers the agent cannot forge. `observation.py` reads the artifact a run leaves behind — OTLP trace, JUnit, coverage, LCOV — and `ledger_record_observation` (ledger v0.34) refuses five ways before it writes. The property bought is contestability, not unforgeability: a later reader can open the file and disagree. `leads.py` is rung 0 of the knowledge ladder. A reel somebody sends is not a weak source competing with Context7 and the web; it is the thing that made you ask. So a lead is permanently `citable: False`, carries provenance but no confidence, interprets nothing, and names every channel it could not read. Installing yt-dlp to verify that door found a defect reading it had not. The Instagram extractor says `logged-in`, hyphenated, and the matcher looked for `login` and `logged in`, so it scored the most common real failure False. It now keys on the `--cookies` invariant that `raise_login_required` appends to every message it raises, which covers extractors nobody here has read. The field is renamed `needs_auth`: the common failure is a gated post, and calling it `rate_limited` stated something false. Both observed strings are pinned verbatim in the tests. `_SCENE_THRESHOLD` is measured rather than reasoned — real cuts score 0.69-1.00, a full-frame recolour 0.075. `screenshot-to-code` becomes user-invoked. The host skill listing is a shared budget and the two flagships need the characters back; the price is that a pasted mockup now reaches nothing unless the operator types the name, and `which-skill` states it rather than hiding it. open-gaps 44 and 45 register what was studied and deliberately not built: an `import keel` REPL surface, and prime-agent's self-refinement. Both were verified at the consuming function — one of four hosts holds interpreter state across tool calls, and it is Codex, whose tool-deferral behaviour has never been measured. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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One arc: the last strong rung that still rested on the agent's own prose now rests on a file a
later reader can open, and the link somebody sends you stops being a weak source and becomes rung 0.
What lands
observation.py+ledger_record_observation(ledger v0.34).observedwas the only strongrung in the verification ladder still resting on prose the agent wrote itself, while the decision
ladder had already been given carriers the agent cannot forge. The runtime reads the artifact a run
leaves behind — OTLP trace, JUnit, coverage, LCOV — and the tool refuses five ways before it writes.
The property bought is contestability, not unforgeability: a later reader can open the file and
disagree.
leads.py— rung 0 of the knowledge ladder. A reel somebody sends is not a weak sourcecompeting with Context7 and the web; it is the thing that made you ask. So a lead is permanently
citable: False, carries provenance but no confidence, interprets nothing, and names every channelit could not read.
A defect found by installing yt-dlp, which reading it had not. The Instagram extractor says
logged-in, hyphenated, and the matcher looked forloginandlogged in— so it scored the mostcommon real failure
False. It now keys on the--cookiesinvariant thatraise_login_requiredappends to every message it raises, which covers extractors nobody here has read. The field is
renamed
needs_auth: the common failure is a gated post, and calling itrate_limitedstatedsomething false. Both observed strings are pinned verbatim in the tests.
_SCENE_THRESHOLDismeasured rather than reasoned — real cuts score 0.69–1.00, a full-frame recolour 0.075.
screenshot-to-codebecomes user-invoked. The host's always-on skill listing is a shared budgetand the two flagships need the characters back. The price is stated rather than hidden: a pasted
mockup now reaches nothing unless the operator types the name, and
which-skillsays so.open-gaps §44 and §45 register what was studied and deliberately not built — an
import keelREPL surface, and prime-agent's self-refinement. Both were verified at the consuming function: one
of four hosts holds interpreter state across tool calls, and it is Codex, whose tool-deferral
behaviour has never been measured.
Verified on this branch
python -m unittest discover -s testsbuild.py --check,validate_manifests,check_consistency,check_description_budget,verify_pointers,check_hypotheses,check_schema_fields,check_stated_facts,check_tool_carriers,check_packaging_wire,verify_commands,run_evals --validateruff check .npm test(src/workflow) · MCP apps gateAnd as installed, not just as a repo: the built plugin copied into Claude Code's own plugin
cache answers
initializewithserverInfo: keel 0.17.0and serves 77 tools over stdio from a cwdoutside this repo — the version the server reports is its own now rather than FastMCP's, which only
shows up on a running host.
62 files, +4,111 / −127. Zero commits behind
main, so it fast-forwards.🤖 Generated with Claude Code