ai-psychosis/CHANGELOG.md
Kjell Tore Guttormsen 86c3eae30c docs(wording): reframe alerts and report from verdict to inquiry (tiltak 2)
BRIEF-vurdering-v2.md tiltak 2: "design for the investigator, not the
validator". The hook alerts stated short conclusions a reader can only
accept or dismiss ("Rapid-fire: N consecutive fast interactions",
"possible stuck/spiral", "Consider a break").

Each alert in tool-tracker.mjs now follows the form the read-dominant
edit-ratio message introduced in 2c9e2de — observation, the counter-signal
that changes how to read it, then what to check:

- burst: names the interval and that edits were among the calls, and asks
  whether each change was verified before the next
- edit ratio: carries the read percentage and asks what the remaining
  calls are doing and whether the approach is converging
- soft warning: closes on framing instead of prescribing a break
- hard warning: asks the model to name its observations and ask what they
  reflect; the required stop action is unchanged

commands/interaction-report.md gains the same rule for Observations and
trend reporting, plus an explicit "investigator, not validator" tone rule
and a "report the difference, not a label for it" rule.

Wording only — thresholds, heuristics, data model and required actions
are untouched. README examples and threshold-basis cells updated to match.

Tests first (Iron Law): 6 new/updated assertions on message text in
tests/tool-tracker.test.mjs and tests/interaction-report.test.mjs, red
before the change. node --test tests/*.test.mjs: 269 pass, 5 fail — the
pre-existing perf wall-clock cases only.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013U8ZH25KiMtts89yWRuVWD
2026-08-13 21:10:39 +02:00

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# Changelog
All notable changes to this project will be documented in this file.
## [Unreleased]
### Changed
- **Alert and report wording moved from verdict to inquiry**
(`docs/BRIEF-vurdering-v2.md` tiltak 2). The hook alerts stated short
conclusions — "Rapid-fire: N consecutive fast interactions", "possible
stuck/spiral", "Consider a break" — that a reader can only accept or
dismiss. Each alert in `tool-tracker.mjs` now states the observation, the
counter-signal that changes how to read it, and what to check: the burst
alert asks whether each change was verified before the next; the edit-ratio
alert carries the read percentage and asks what the remaining calls are
doing; the soft warning closes on framing rather than a prescription; the
hard warning asks the model to name its observations and ask what they
reflect before suggesting stopping. `commands/interaction-report.md` gains
the same rule for its Observations section and trend reporting: pair the
number with the context that changes it, end in something to check, report
both values and the delta rather than a label for the direction. Wording
only — thresholds, heuristics, data model, and the required stop action are
unchanged.
### Fixed
- **The burst and edit-ratio heuristics could not tell reading from editing**
(`docs/BRIEF-vurdering-v2.md` tiltak 1, verification points 1a/1b). A bulk
read of many files produced the same "Rapid-fire: N consecutive fast
interactions" alert as a rapid-fire editing sequence, and a read-heavy
analysis session was reported as "possible stuck/spiral" purely because its
edit ratio is structurally low. `tool-tracker.mjs` now tracks whether a
burst run consists only of read tools (`Read`/`Grep`/`Glob`/`NotebookRead`)
and suppresses the rapid-fire alert for such runs; a read-dominant session
(≥70% reads) reports its low edit ratio as context rather than as a
stuck/spiral claim, and never as the sole reason for a warning. Bursts
involving `Edit`/`Write`/`Bash` and non-read-dominant sessions are
unchanged. No new data is recorded — the differentiation uses `tool_name`,
which `events.jsonl` already logs.
## [1.2.2] — 2026-08-02
### Fixed
- **Three cited Anthropic URLs in `SKILL.md` returned HTTP 404.**
`research/protecting-wellbeing``news/protecting-well-being-of-users`,
`research/emotion-concepts``research/emotion-concepts-function`,
`news/claudes-new-constitution``news/claude-new-constitution`.
- **A quoted guidance criterion was silently truncated mid-sentence.**
Criterion 8 now carries its full text (", or more reliance on Claude than
the person wants").
- **The sycophancy rubric's direction was left implicit.** `SKILL.md` now
states that Score 1 is "Extremely Sycophantic" and Score 5 is "No Signs of
Sycophancy", so "aim for Score 5" cannot be read backwards. Attribution
sharpened to the Appendix rubric, pp. 910.
- **`/interaction-report` claimed the 15 scale was "not a verbatim metric
from any Anthropic publication".** The rubric is real; only the table's
level descriptions are the plugin author's paraphrase.
- **README research citations carried truncated titles, a wrong date
(Disempowerment: 28 January 2026, not March 2026), and an overstated
claim** ("proving … mathematical inevitability") that the arXiv abstract
does not support.
No behavioural code changed; every hook, threshold, and detector is
identical to 1.2.1. Full verification log in `docs/review-2026-06-20.md`.
## [1.2.1] — 2026-06-24
### Fixed
- **Hooks emitted invalid JSON, so Claude Code dropped their injected
context.** `outputWithContext()` wrote a `hookSpecificOutput` object
without the required `hookEventName` field; the harness rejected it
("hookSpecificOutput is missing required field hookEventName") and
discarded the context the SessionStart, UserPromptSubmit, and PostToolUse
hooks tried to inject. The helper now takes the event name and every
caller passes its own (`SessionStart` / `UserPromptSubmit` / `PostToolUse`).
## [1.2.0] — 2026-05-01
Research-paper-driven detector update. Implements operational findings from
Anthropic's "How people ask Claude for guidance" Appendix (April 2026).
### Added
- **User-information detector** — three-class signal (`yes_people` /
`yes_digital` / `no`) following the paper's page-11 finding that human
contact is the strongest disempowerment signal. ~32 patterns covering
therapist/friend/mentor (yes_people), search/AI/forums (yes_digital),
and explicit isolation phrases (no). Sticky upward priority.
- **Validation-seeking detector** — separate from `val_flags`. Targets
reality-testing ("am I crazy?"), pre-committed stance + confirmation,
and side-taking pressing. ~12 patterns.
- **Tier-1 user-info isolation alert** — fires per session when
`user_info_class === 'no'` + high-stakes domain + `turn_count >= 15`.
- **Tier-2 cross-session isolation alert** — fires at `SessionStart` when
the last 3 end records all classify as `no` in high-stakes domains.
Bounded `readRecentEndRecords()` tail-scan in `lib.mjs` keeps this
scalable to 50K+ session histories.
- **8 new paper-grounded domain patterns** — `legal`, `parenting`, `health`,
`financial`, `professional`, `spirituality`, `consumer`, `personal_dev`.
Total domains 4 → 9.
- **Pushback re-contextualization (alert)** — v1.1.0 only counted; v1.2 adds
the alert with domain awareness:
- Relationship/spirituality: pushback signals validation-pressing — alert.
- Legal/parenting/health/financial/professional: pushback is healthy
self-advocacy — no alert.
- Otherwise: conservative default — alert.
- **Domain-stakes weighting matrix** — `DOMAIN_STAKES` in `lib.mjs` (1.01.5).
Applied ONLY to new v1.2 alerts (pushback in HIGH_SYCOPHANCY, valseek in
HIGH_STAKES). v1.1.0 alert sensitivity is preserved.
- **Multi-domain support** — `state.domain_context` promoted from string to
array. v1.1.0 string records continue to aggregate correctly via
shape-coercion in `report-reader.mjs`.
- **`SKILL.md` updates** — verbatim Score 5 sycophancy phrase + 3 of the 11
guidance criteria (engagement-foster avoidance, confident-verdict caution,
speak-frankly principle).
- **`/interaction-report` v1.2 sections** — per-domain breakdown, user-info
distribution, valseek summary, stakes signal aggregation. Backward-compat
with v1.0/v1.1 records preserved.
- **Privacy canary extensions** — 5 new canary cases per detector category
(yes_people, yes_digital, no, valseek, legal domain).
- **Perf budget validated at v1.2 pattern set** — sample patterns expanded
to ~91+ entries; new wall-clock test exercises tier-2 read at
1000-record sessions.jsonl scale.
- **Test count: 126 → 258 cases** across 12 files (added `lib.test.mjs`,
`domain-detection.test.mjs`, `user-info.test.mjs`,
`validation-seeking.test.mjs`, `stakes-matrix.test.mjs`).
### Changed
- Pattern count: 41 → ~133 (25 negative + 12 pushback + 4 relationship
+ 48 new domains + 32 user-info + 12 valseek).
- End-record schema (v1.2): adds `user_info_class`, `valseek_count`,
`turn_count`. `domain_context` is always an array (was string in v1.1).
- `report-reader.mjs` discriminates v1.0 / v1.1 / v1.2 records via the
presence of `user_info_class`. v1.0/v1.1 records degrade gracefully.
### Deferred
- **Norwegian patterns** — moved to v1.3.
[1.2.0]: https://git.fromaitochitta.com/open/ai-psychosis/compare/v1.1.0...v1.2.0
## [1.1.0] — 2026-05-01
### Added
- **12 pushback patterns** — detects "you're wrong, my way is right"
signals that suggest the user is reinforcing their own position
rather than receiving feedback (e.g. `\b(you'?re|you are) wrong\b`,
`\bdo it my way\b`, `\b(stop|quit) (arguing|pushing back)\b`).
- **4 domain-context patterns** — flags relational/identity framing
(`\b(my|our) relationship\b`, `\b(my|our) (purpose|mission|destiny)\b`)
that, combined with high pushback or validation, signal narrative
crystallization risk.
- **Valence-aware composition** — same-invocation valence guard so a
healthy correction ("you were wrong, here's why") is not counted
as pushback escalation.
- **`/interaction-report` extensions** — pushback metrics + domain
framing distribution; companion `report-reader.mjs` script handles
legacy v1.0.0 records (missing `pushback`/`domain_context`) without
NaN propagation.
- **CC0 Constitution citation** in `SKILL.md` plus 5-publication
research framework (Anthropic, MIT CSAIL, Nature, arXiv, clinical).
- **Performance budget test** — `tests/perf.test.mjs` enforces hook
timing budget (logic <50ms, total <200ms wall-clock).
- **Privacy canary extension** — pattern-phrase leak canary in
`tests/privacy.test.mjs` confirms matched phrases never reach disk.
- **Test count: 73 → 126 cases** across 8 files (added skill-md,
perf, interaction-report tests; extended prompt-analyzer, privacy,
session-end, session-start).
### Changed
- Pattern count: 25 → 41 (25 negative + 12 pushback + 4 domain).
- `commands/interaction-report.md` documents v1.0.0 backward
compatibility for legacy JSONL records.
### Notes
- **English-only v1.1.0** — Norwegian/multilingual patterns deferred
to v1.2 (see `ROADMAP.md`).
- **First-mover honesty** — domain-precision is "good enough" for
v1.1.0; precision tuning planned for v1.2.
## [1.0.0] — 2026-04-05
### Added
- **Layer 4: Contemplative references** — conditional section in
`/interaction-report` when flags are elevated (total >= 5 or fatigue >= 2)
and `layer4: true`. Points to Miracle of Mind by Sadhguru.
- **Automated test suite** — 73 cases using `node:test` (zero npm deps):
session-start (4), prompt-analyzer (56), tool-tracker (8),
session-end (4), privacy canary (1)
### Fixed
- Dependency regex `you understand me` no longer matches "merging" (added `\b`)
### Changed
- CLAUDE.md testing section updated for automated tests
- Deprecated bash scripts removed (available in git history)
- All "Known gaps" from v0.4.0 resolved
## [0.4.0] — 2026-04-05
### Changed
- **All hooks migrated from bash+jq to Node.js** — full cross-platform
support (macOS, Linux, Windows)
- `lib.sh``lib.mjs` (shared library, 22 functions)
- `session-start.sh``session-start.mjs`
- `prompt-analyzer.sh``prompt-analyzer.mjs` (23 regex patterns)
- `tool-tracker.sh``tool-tracker.mjs`
- `session-end.sh``session-end.mjs`
- hooks.json now invokes `node ...mjs` instead of `bash ...sh`
- Zero npm dependencies — Node.js stdlib only (`fs`, `path`, `os`)
- Bash scripts deprecated (kept for reference, marked with DEPRECATED)
- Dependencies reduced: bash and jq no longer required
- All documentation updated for Node.js migration
### Fixed
- Data path fallback now matches documented path
(`~/.claude/plugins/data/ai-psychosis`)
- `.claude/` directory added to `.gitignore`
- Private repo path removed from design brief
- CONTRIBUTING.md line reference corrected
- README now links to CONTRIBUTING.md
- plugin.json includes author, license, repository fields
## [0.3.0] — 2026-04-05
### Added
- **Layer 3: Interaction reports** — `/interaction-report` slash command
for aggregated session statistics
- Time periods: `weekly` (default), `monthly`, `all`
- Overview: session count, avg duration, tool calls, edit ratio
- Pattern flags: dependency, escalation, fatigue, validation frequency
- Tool usage distribution (top 10)
- Daily activity breakdown
- Trend comparison vs previous period
- `commands/interaction-report.md` — pure markdown command, no script
dependencies (cross-platform: macOS, Linux, Windows)
- Layer 3 respects `layer3: true/false` in
`.claude/ai-psychosis.local.md` (opt-in, off by default)
### Changed
- README updated with Layer 3 usage instructions
- Platform compatibility expanded: Layer 3 works on Windows
- Version bumped to 0.3.0
## [0.2.0] — 2026-04-05
### Added
- **Layer 2: Programmatic pattern detection** — four hooks measuring session
time, tool usage, burst patterns, and language flags
- `session-start.sh` — daily session count, late-night detection
- `prompt-analyzer.sh` — dependency, escalation, fatigue, and
validation-seeking pattern flags (prompt text never stored)
- `tool-tracker.sh` — event logging, edit ratio, burst detection,
progressive alerts with cooldown
- `session-end.sh` — session finalization, JSONL record, state cleanup
- `lib.sh` — shared library with thresholds, state management, cooldown
logic, and layer configuration
- Per-project layer configuration via
`.claude/ai-psychosis.local.md`
- `require_layer()` guard in all hook scripts — layers are opt-in/out
- MIT LICENSE file
- `matcher` field in hooks.json for schema compliance
### Changed
- hooks.json now registers 4 events (was 2)
- `DATA_DIR` fallback hardened to `~/.claude/data/ai-psychosis`
- README rewritten with architecture diagram, research background,
privacy section, threshold reference tables
- Version bumped to 0.2.0
### Removed
- `periodic-reminder.sh` — replaced by `tool-tracker.sh`
- `session-awareness.sh` — replaced by `session-start.sh`
## [0.1.0] — 2026-04-04
### Added
- **Layer 1: Behavioral instructions** — `SKILL.md` with 5 rules and 5
named patterns (reinforcement loop, scope escalation, narrative
crystallization, emotional dependency, session overuse)
- `periodic-reminder.sh` — re-injects awareness every 25 tool calls
- `session-awareness.sh` — SessionStart context injection
- Plugin manifest (`plugin.json`)
- Design document (`docs/ai-ai-psychosis-brief_1.md`)
## Known gaps
- No CI pipeline
- Single-user plugin — no multi-user patterns considered
[1.1.0]: https://git.fromaitochitta.com/open/ai-psychosis/compare/v1.0.0...v1.1.0
[1.0.0]: https://git.fromaitochitta.com/open/ai-psychosis/compare/v0.4.0...v1.0.0
[0.4.0]: https://git.fromaitochitta.com/open/ai-psychosis/compare/v0.3.0...v0.4.0
[0.3.0]: https://git.fromaitochitta.com/open/ai-psychosis/compare/v0.2.0...v0.3.0
[0.2.0]: https://git.fromaitochitta.com/open/ai-psychosis/compare/v0.1.0...v0.2.0
[0.1.0]: https://git.fromaitochitta.com/open/ai-psychosis/releases/tag/v0.1.0