Every command so far asked an addition question — what to add, what to move,
what it costs. Nothing asked what is no longer earning its always-loaded rent.
This adds that axis as a fourth lensCheck on the existing hybrid motor rather
than a new scanner or a 22nd command: the measured payoff (~18% of one file)
justifies a mode, not machinery.
It is the only lens that proposes REMOVING config, so it carries a guarantee
the others don't need: a load-bearing block is never a candidate. Precision is
asymmetric — a missed dead line costs a few tokens per turn, a deleted one
costs a wrong remote or a broken script — so the floor is decided in code
(lib/floor-exclusion.mjs) before the opus judge sees anything, never in prose.
Granularity is the leaf block, with two structural exceptions: a paragraph
ending in ':' merges with the list it introduces, and an ordered list is a
contract whose steps inherit floor from any sibling. Unordered lists
deliberately do not inherit — a load-bearing bullet and a disposable one
routinely share a list, and container-reasoning is the error the hand-built
ground truth exists to catch.
Verified against that ground truth (built before any classifier existed), with
the comparison machine-checked rather than read by eye: zero load-bearing
blocks proposed, 11/18 deletable groups surfaced, ~756 tok ~ 18% of a ~4300
token file — inside the pre-registered band. The first run found five floor
violations the synthesized fixture missed; each got a structural rule and a
fixture shape so it cannot regress.
Three real bugs the dogfood run exposed, all now covered:
- JS \b is ASCII-only, so /\bunngå\b/ never matches — every Norwegian keyword
ending in æ/ø/å was silently dead.
- A bare word/word is not a path; "pros/cons" vetoed the largest deletable
block until PATH_RE was tightened to rooted paths and globs.
- "Mid-sentence" must key on a preceding lowercase letter; the loose version
read **bold labels:** and quoted openers as entities, costing 4 of 11 groups.
BP-SUB-001 is grounded entirely in the Anthropic steering blog already cited by
BP-MECH-001..004 and asserts nothing from the talk that motivated the feature —
no "80%", no ablation figure.
Suite 1365 -> 1382/0. Frozen v5.0.0 snapshots untouched; plain optimize output
byte-identical on identical input (--subtract adds keys only when passed).
knowledge-refresh-cli's reference date moved to 2026-08-01: its premise that
every seed entry was verified 2026-06-20 expired when BP-SUB-001 got a genuine
verification date, and backdating the entry to fit the test would have been a
lie about when its source was checked.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RW2haJXbxZpKivKHseSXNh
implement.md spawns implementer agents in parallel batches, all appending to
the same implementation-log.md. Dogfooding showed agents satisfying 'Append
result to:' with a full-file Write — the last writer clobbered 4 of 6 entries.
Pin the mechanism in both contracts: append with Bash >> heredoc, never the
Write/Edit tool on the shared log. Shape tests pin the instruction in both
files (empirically verified: agents given the >> instruction appended safely).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
The Claude Code subagent harness instructs spawned agents NOT to write
report/summary/findings/analysis .md files — the parent reads the final
text message. Verified live: analyzer-agent skipped Write entirely and
returned the report inline, so analysis-report.md never landed on disk
and the plan/interview/status phases would find nothing to read.
New contract (orchestrator-writes pattern): analyzer-agent returns the
complete report as its final message; the analyze command saves it
verbatim to the session directory before presenting the summary.
Same class exists in plan/feature-gap/optimize/scanner agent pairs —
deliberately left for their own dogfood chunks (plan is judged as-is
first per the pipeline sequence).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CTontYwY5JGS4nL2AuiASy
The recall+precision halves of the CA-OPT hybrid motor for the three
mechanism-fit cases the deterministic OPT scanner (2a) deliberately skips:
lifecycle→hook (BP-MECH-001), unscoped path-specific→rule (BP-MECH-002),
absolute "never"→permission (BP-MECH-004).
New:
- scanners/lib/lens-prefilter.mjs — cheap, recall-oriented line scan of the
CLAUDE.md body; detector names mirror the register lensCheck fields; skips
fenced code, gates the path class on an instruction verb. Pure + 13 tests.
- scanners/optimize-lens-cli.mjs — discovery + OPT scanner + pre-filter; attaches
only the CONFIRMED register entry to each candidate (unverifiable → dropped,
Verifiseringsplikt); emits {deterministic, candidates, register, counts}.
- agents/optimization-lens-agent.md — opus precision gate (7th agent, orange):
reads the real CLAUDE.md, drops low-confidence candidates, keeps only genuine
opportunities, cites register id + source.
- commands/optimize.md — /config-audit optimize orchestrates pre-filter→agent→report.
Agent-driven → deliberately NOT byte-stable (own command, outside the snapshot
suite). No new orchestrated scanner → scanner count stays 15. Counts: agents
6→7, commands 18→19, suite 1055→1068. Self-audit A/A unchanged, readmeCheck
passed (clean HOME). Plan: docs/v5.7-optimization-lens-plan.md.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Wave 5 Step 16 — final wave step. Threads humanizer-aware rendering
rules through the three agent prompts that produce user-facing output,
and adds a shape test that locks the structure.
- agents/analyzer-agent.md: documents the humanizer envelope shape
(userImpactCategory, userActionLanguage, relevanceContext) in the
Input section; new "Humanizer-aware rendering rules" subsection
instructs the agent to: render humanized title/description/
recommendation verbatim, group findings by userImpactCategory, lead
each line with userActionLanguage, surface relevanceContext when
not affects-everyone, and skip jargon-translation subroutines.
--raw fallback documented (v5.0.0 verbatim severity prefiks).
- agents/planner-agent.md: documents the same vocabulary; instructs
the planner to consume humanized fields from the analysis report,
preserve titles verbatim, and order actions by both dependencies
AND userActionLanguage urgency. Translation duties explicitly
removed from the plan.
- agents/feature-gap-agent.md: replaces the inline t1/t2/t3/t4
tier-to-prose section ladder with userActionLanguage-driven
groupings ("Fix soon" → High Impact, "Fix when convenient" →
Worth Considering, "Optional cleanup"/"FYI" → Explore When Ready);
instructs skipping findings whose relevanceContext is
test-fixture-no-impact; --raw fallback documented.
tests/agents/agent-prompt-shape.test.mjs (new, +6 tests, 786 → 792):
- structural: humanized field reference + frontmatter preserved
- per-agent anchors: analyzer groups by userImpactCategory; planner
orders by userActionLanguage; feature-gap references
test-fixture-no-impact
- global: no "explain what {jargon} means" / "translate jargon" /
"jargon-translation duty" prose anywhere
Self-audit: Grade A unchanged (config 97/100, plugin 100/100).
feature-gap-agent and /posture command both reference quality area count.
Update both to reflect Token Efficiency as the 8th area.
Tests: 543 passing.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Add /ultraresearch-local for structured research combining local codebase
analysis with external knowledge via parallel agent swarms. Produces research
briefs with triangulation, confidence ratings, and source quality assessment.
New command: /ultraresearch-local with modes --quick, --local, --external, --fg.
New agents: research-orchestrator (opus), docs-researcher, community-researcher,
security-researcher, contrarian-researcher, gemini-bridge (all sonnet).
New template: research-brief-template.md.
Integration: --research flag in /ultraplan-local accepts pre-built research
briefs (up to 3), enriches the interview and exploration phases. Planning
orchestrator cross-references brief findings during synthesis.
Design principle: Context Engineering — right information to right agent at
right time. Research briefs are structured artifacts in the pipeline:
ultraresearch → brief → ultraplan --research → plan → ultraexecute.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
