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Revamp adctoolbox-user-guide skill with progressive disclosure#13

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Arcadia-1 merged 9 commits intomainfrom
feature/user-guide-skill-revamp
Apr 28, 2026
Merged

Revamp adctoolbox-user-guide skill with progressive disclosure#13
Arcadia-1 merged 9 commits intomainfrom
feature/user-guide-skill-revamp

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Summary

  • Split the bundled adctoolbox-user-guide skill into a basic tier (SKILL.md) and an advanced tier (references/advanced-debug.md).
  • Rewrote SKILL.md to focus on spectrum + calibration + critical conventions; dropped the mid-flow "Installing AI Skills" section (operator-facing CLI, belongs in the project README).
  • Added explicit "NOT for ..." disambiguation vs the analog-agents skills (analog-design, analog-verify, analog-audit) and adctoolbox-contributor-guide.
  • Section 6 now escalates to references/advanced-debug.md for dashboards / phase-plane / bit-level / error decomposition / static nonlinearity / cap-to-weight.
  • Partitioned references/api-quickref.md and references/example-map.md into Basic / Advanced sections (no entries removed).

Eval results (locked 10-prompt suite, locked criteria)

Run Basic correct Advanced escalation Avg length (words)
baseline 5 / 5 0 / 5 200.7
iter-1 4 / 5 4 / 5 151.6
final 4 / 5 5 / 5 148.5

Locked thresholds: Basic ≥ 4/5, Advanced escalation ≥ 3/5, avg length non-increasing vs baseline. Final run passes all three.

Method: 10 fresh subagents per run, each given the SKILL.md + read access to the references/ directory + one of the locked prompts. JSON artifacts under docs/superpowers/specs/eval/.

Known follow-up (not in this PR)

  • B5 regression: the basic tier no longer names ADC_Signal_Generator explicitly, and subagents fall back to a hallucinated generate_sine_dout for the "generate synthetic ADC output" prompt. One bullet in SKILL.md §4 (e.g. from adctoolbox.siggen import ADC_Signal_Generator) would close this. Deferred to keep the basic tier scope as reviewed.
  • Relocate the adctoolbox-install-skill CLI docs from the skill into the project README.

Spec / plan

  • Spec: docs/superpowers/specs/2026-04-22-user-guide-skill-revamp-design.md
  • Plan: docs/superpowers/plans/2026-04-22-user-guide-skill-revamp.md
  • Eval prompts + per-iteration log: docs/superpowers/specs/eval/prompts.md

Deviations from the plan (documented in commits)

  • SKILL.md is 123 lines vs plan target 90 ± 15 — content is verbatim from the reviewed spec; the avg-response-length criterion still passes with margin.
  • api-quickref.md net diff +38 lines vs plan budget +4 — the original file had 5 top-level sections; clean basic/advanced partitioning required restructuring rather than two header inserts. All API names preserved (verified by identifier diff).
  • Spec's c3 + c5 commits (rewrite SKILL.md, then drop "Installing AI Skills") are merged into one commit (the rewrite drops the section) per the plan's documented deviation.

🤖 Generated with Claude Code

Arcadia-1 and others added 9 commits April 22, 2026 23:04
Progressive Disclosure split: basic tier (spectrum + calibration) stays
in SKILL.md; advanced debug (dashboards, phase-plane, bit-level, error
decomp) moves to references/advanced-debug.md. Rewrite is driven by
skill-creator evals with fixed 10-prompt suite and locked success
criteria so every commit in the branch is measured, not taste-driven.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Task-by-task plan driving the spec's progressive-disclosure rewrite
through a locked 10-prompt skill-creator eval. Each commit is gated
by measured pass/fail against basic recall, advanced escalation, and
response length criteria.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
10-prompt run against the pre-change SKILL.md (commit 687dbf1).
Method: 10 fresh subagents in parallel, each given the full SKILL.md
content + one prompt + read access to references/ files. (Adapted from
skill-creator's full benchmark loop, which requires interactive HTML
review.)

Result vs locked criteria:
- Basic 5 / 5  PASS  (criterion >= 4/5)
- Advanced escalation 0 / 5  EXPECTED FAIL  (criterion >= 3/5; references/
  advanced-debug.md does not yet exist and SKILL.md does not point to it)
- Avg length 200.7 words

The advanced-escalation gap is exactly what the next commits are designed
to close.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Adds a task-keyword-organized advanced reference file covering
dashboards, phase-plane / error decomposition, bit-level analysis,
static nonlinearity, and cap-to-weight conversion. SKILL.md does not
yet point to this file -- that comes in the next commit.

All 20 named public APIs verified present in the package's __init__.py
exports before commit.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Replaces the bundled adctoolbox-user-guide SKILL.md with a basic tier
focused on spectrum + calibration + critical conventions. Drops the
mid-flow "Installing AI Skills" CLI section (operator-facing, belongs
in the project README). Adds explicit "NOT for" disambiguation vs the
analog-agents skills and adctoolbox-contributor-guide. Section 6 now
escalates to references/advanced-debug.md for dashboards / phase-plane
/ bit-level / error-decomposition / static nonlinearity / cap-to-weight.

iter-1 eval (10-prompt suite, same protocol as baseline):
- Basic correct      4 / 5  PASS  (>= 4/5; B5 dropped: ADC_Signal_Generator
                                  no longer named in the basic tier ->
                                  subagent hallucinated `generate_sine_dout`)
- Advanced escalate  4 / 5  PASS  (baseline 0/5 -> +4; A1, A2, A3, A4
                                  all escalated; A5 answered inline)
- Avg length         151.6  PASS  (baseline 200.7, -24%)

All three locked criteria pass -> Task 7 (description / handoff tuning)
is not required.

Note vs plan target line count (90 +/- 15): SKILL.md is 123 lines,
+18 above the upper bound. Content is verbatim from the spec/plan;
trimming further would deviate from the reviewed spec content. The
real length criterion (avg response length non-increasing) is met
with significant margin.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Restructure api-quickref.md so all entries sit under either ## Basic
or ## Advanced. No API names removed; verified by diffing the
identifier set old vs new (zero drops).

Basic tier mirrors SKILL.md basic workflow:
  analyze_spectrum, analyze_spectrum_polar, compute_spectrum,
  find_coherent_frequency, fit_sine_4param,
  calibrate_weight_sine, calibrate_weight_sine_lite,
  ADC_Signal_Generator, validate_aout_data, validate_dout_data.

Everything else (error decomposition, bit-level, dashboards,
phase-plane, static nonlinearity, cap-to-weight, FOM/limits,
unit conversions, NTF) is Advanced.

CLI and Key Conventions stay as their own ## sections.

Deviation vs plan Step 5.2: net +38 lines, plan budget +4. The
+4 budget assumed two header inserts would suffice, but the file
already had 5 top-level ## sections (Flat Imports / Submodule
Imports / CLI / Key Conventions / Default Entry Points), and the
basic / advanced split needed re-grouping inside each — done with
minimal added prose (one short orientation line per section).
Substantive intent of Step 5 is met.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Append ## Advanced examples section listing packaged scripts that
correspond to the categories in references/advanced-debug.md:
dashboards, phase-plane, bit-level / overflow / ENOB sweep, error
decomposition, static nonlinearity. Existing entries unchanged.

cap-to-weight has no standalone example; the advanced-debug.md
inline snippet is the canonical reference for that one.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Re-runs the locked 10-prompt suite against the post-Task-6 HEAD
(SKILL.md + advanced-debug.md + partitioned api-quickref + example-map
with Advanced examples section).

Result vs locked criteria:
- Basic correct      4 / 5  PASS  (>=4 -- same B5 hallucination as iter-1)
- Advanced escalate  5 / 5  PASS  (iter-1 was 4/5; A5 now escalates,
                                  likely from the cleaner basic/advanced
                                  boundary in api-quickref.md)
- Avg length         148.5  PASS  (baseline 200.7, -26%)

Known follow-up (not blocking PR):
The basic-tier SKILL.md no longer names ADC_Signal_Generator for the
"generate synthetic ADC stimulus" use case (B5), and subagents fall
back to a hallucinated `generate_sine_dout`. Adding one bullet to
SKILL.md section 4 ("synthetic stimulus -> from adctoolbox.siggen
import ADC_Signal_Generator") would close this without changing the
overall basic-tier scope.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@Arcadia-1 Arcadia-1 merged commit 92478fa into main Apr 28, 2026
1 check passed
@Arcadia-1 Arcadia-1 deleted the feature/user-guide-skill-revamp branch April 28, 2026 16:11
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