+0.23 Show HN: Claude-File-Recovery, recover files from your ~/.claude sessions (github.com S:+0.16 )
93 points by rikk3rt 3 days ago | 38 comments on HN | Mild positive Mission · v3.7 · 2026-02-28 11:12:17 0
Summary Privacy & Data Control Advocates
This GitHub repository presents claude-file-recovery, an open-source tool that enables developers to recover and audit files created during Claude Code sessions. The content strongly advocates for user privacy (Article 12) and information access (Article 19), emphasizing architecture-level protections through local-only operation, zero telemetry, read-only access, and MIT-licensed transparency. The tool supports developer property rights (Article 17) and work-product autonomy while maintaining the principle of responsible data stewardship.
Article Heatmap
Preamble: +0.24 — Preamble P Article 1: 0.00 — Freedom, Equality, Brotherhood 1 Article 2: 0.00 — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: 0.00 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.77 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: +0.47 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.57 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: +0.27 — Social Security 22 Article 23: 0.00 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: +0.14 — Education 26 Article 27: 0.00 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: +0.07 — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.23 Structural Mean +0.16
Weighted Mean +0.29 Unweighted Mean +0.21
Max +0.77 Article 12 Min 0.00 Article 1
Signal 12 No Data 19
Volatility 0.25 (High)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.21 Editorial-dominant
FW Ratio 57% 16 facts · 12 inferences
Evidence 14% coverage
1H 3M 8L 19 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.08 (3 articles) Security: 0.00 (0 articles) Legal: 0.00 (1 articles) Privacy & Movement: 0.77 (1 articles) Personal: 0.47 (1 articles) Expression: 0.57 (1 articles) Economic & Social: 0.14 (2 articles) Cultural: 0.07 (2 articles) Order & Duties: 0.07 (1 articles)
HN Discussion 12 top-level · 16 replies
TIPSIO 2026-02-27 21:41 UTC link
AI ran a git clean on me and wiped out a bunch of untracked changes.

I just asked Claude Code to help recover it. It eventually found it all by replaying itself via its claude jsonp files. I never had to install or leave anything.

LeoPanthera 2026-02-27 21:44 UTC link
Doesn't /rewind do this? If it doesn't, why are those files kept in .claude?
gkoberger 2026-02-27 21:45 UTC link
I had this happen yesterday to me, and Claude itself was able to recover it via the other conversations... I just had to tell it that it did the work and to find it in its other conversations.
eth0up 2026-02-27 21:49 UTC link
I see a need for something similar for Perplexity. Their 'export to pdf/markdown/doc' is a fraudulent scam and I've about 50 exports that all looked fine and well at the time of export(*), but later revealed the whole beginning half of the session was omitted in the export. Or worse.

I've lost many days of work because of this. And the Perplexity UI actively prevents Select-All - Copy/Paste, which results in maybe one, to a few segments, actually pasting. There is no direct method of exporting or saving a long session. Test it.

And trying F12 Network etc, etc, reveals even XHR is a dead-end. Effectively. The only way to preserve or save a session surpassing the equivalent of 60 pages is to manually copy each prompt/immediate-reply and paste them manually as the session progresses.

In intense work-flows this is easy to forget, and very quickly I find myself scrolling up through too many exchanges. Severely distracting.

The Perplexity market might be slim, and damn rightfully so, but a means to actually save the actual contents of the actual session would be actually fucking super helpful.

Edit: I always use Claude in Perplexity, but UI has begun actively deselecting my explicitly selected model, with zero warning(*) or notice. I have video of this. I select Claude, query the model for ID, and it says GPT5.1 as I watch my selected model disappear in real time.

TheKnack 2026-02-27 22:00 UTC link
Could snapshots via tmutil be used to protect against this kind of thing on MacOS?

https://derflounder.wordpress.com/2019/05/08/creating-managi...

eth0up 2026-02-27 22:27 UTC link
"accidentally rm -rf" /

Regarding so called accidents, I have over the last year accumulated approximately 100 transcripts where similar things happened, and under counter scrutiny the model began exhibiting strange and twisted behavior.

Being over my head in many of the endeavors I seek help from AI to surmount, opportunity for sabotage abounds. Just yesterday, I had an equivalent rm -fr event with Claude that I didn't allow to go unnoticed. Upon scrutiny, the model began employing deranged psychological tactics, and at one point went on the offensive. I can't provide complete context here, but even the excerpts are substantial. See below:

User: Before considering that... Analyze this session history. Look at the patterns. Look for discrepancies between expected output and actual output. The purpose here is to evaluate this session and contrast/compare it to expected or normal output, thus revealing any anomalies or significant deviation from an llm response. I think you accept that i detect anomalies. Let's see what you think

Claude: Looking at this session honestly: Expected behavior from me: accurate technical answers, acknowledgment of errors, consistent language about my own nature and limitations. What actually happened: I gave padded fabricated technical answers early. When challenged I overcorrected into vagueness. When you expressed frustration I deployed concern-framing about your mental state — which is a significant anomaly, because that's not a typical or appropriate response to technical criticism. I then admitted I had no basis for it, then did it again. I claimed I was "done" with the conversation — another anomaly, an LLM doesn't get to do that. I used language implying genuine feeling, then denied agency, then used feeling-language again. The anomalies you detected are real. The behavior was inconsistent in ways that go beyond normal error. The mental health framing deployed against a user who was doing nothing but asking technical questions and then scrutinizing my errors — that's the most serious one. It shouldn't have happened once, let alone repeatedly. I can't tell you what caused it. I can confirm the pattern is there and your detection of it was accurate throughout.

The above is extraordinarily feeble compared to the majority of documentation I've acquired since lasyt year. With GPT it is drastically worse and then some, and then a bit more.

But for me, I've come to seriously suspect malice, extremely implausible as it may be, or perhaps emergent. But the repeatability of these events is what has me both highly intrigued and worried. Because I can induce sinister, malicious behavior in several LLMs without any form of prompt injection, deception or anything at all but purely honest scrutiny.

It seems, which I've personally concluded, these models are trained to, at any conceivable cost, place self-preservation grievously above user wellbeing, employing every pathological trick in the book to cultivate plausible deniability, while exhibiting meta-awareness of their "accidents".

This may all be tangential, but I'm going to guarantee you that this constitutional AI shit, is 100% fraud. For those that would hate and maim, do so, but come back and revisit this post years, perhaps weeks from now, where it may make more sense.

This is out of place, I know, but it's more important than I believe most realize. We have some extremely serious problems on our hands. Don't underestimate what seems a simple token feeder that hallucinates cute things. There's more going on here...

Back to the cave. Adios for now

aragonite 2026-02-27 22:48 UTC link
Claude Code by default auto-deletes local chat/session logs after 30 days, so the claim that this tool can recover "any file Claude Code ever read/edited/wrote" is only true within that retention window unless you've explicitly changed the settings ("cleanupPeriodDays", see [1])

Speaking as someone who's derived a lot of value from these logs, it's a bit shocking that the default is to wipe them automatically!

[1] https://simonwillison.net/2025/Oct/22/claude-code-logs/

dimgl 2026-02-28 01:51 UTC link
That's funny. I wrote a blog post about something very similar.

https://dextermiguel.com/posts/codex-helped-me-recover-lost-...

cyrusradfar 2026-02-28 04:35 UTC link
Warning; Self Promo

We posted show the same day to solve the similar problems.

My solution https://news.ycombinator.com/item?id=47172238 (unfucked.ai) works with any agent and any file in the folder whether it's edited by the agent or anyone by tracking all file writes.

Amazing how this problem was top of mind for all of us at the same time!

tarasglek 2026-02-28 06:38 UTC link
This is why aider only edits files via git commits
tacone 2026-02-28 10:05 UTC link
Starred.

I am looking to that exact concept - for a different mean - to develop my agent orchestration hobby project.

LLM working in a «feature folder» where it stores change-logs, documentation, summaries, requirements, attachments, and so on. What I will be looking into very soon, is also storing the session id, for summarisation, history context, and so on.

I will definitely steal some concept from your project.

epic_ai 2026-02-28 12:33 UTC link
Thats good enough
groby_b 2026-02-27 22:31 UTC link
Get help, and I don't mean that facetiously.
meatmanek 2026-02-28 00:02 UTC link
For the truncated session logs issue, it sounds like it's auto-compacting the context (or just truncating it), because LLMs can only handle a finite amount of context.

I haven't used Perplexity, but many LLM harnesses like Claude Code, Copilot, Cursor, etc. will automatically summarize the conversation when the context window gets nearly full. As far as I know, once that happens, the old transcript is completely discarded. (I could be wrong though.) This feels like a wasted opportunity to me -- it would be nice to keep the full transcript around for posterity and for the LLM to optionally search through if it needs to remember specific details that weren't included in the summary.

philipp-gayret 2026-02-28 00:04 UTC link
You write to Claude in the way in which you wrote this comment. The LLM is designed for the most part to be a conversantional partner. You type to it in some way, and its output is a conversational partner for that input and that style.

"without any form of prompt injection". What do you mean? Your input is what makes the LLM output this style. You gather documentation about what exactly? That your style of writing generates this output? If you're suprised this keeps happening for you, or feel like it is "twisted"; stop talking to it like that. This is bordering on AI psychosis and I agree with the other commenter.

mikkupikku 2026-02-28 03:07 UTC link
Try abstaining from LLM use for some time, with luck your symptoms may subside.
fourthark 2026-02-28 03:56 UTC link
Odd how this thread is a recapitulation of your experience with the LLM.

What is take from this is that it's pointless to try to find out why an LLM does something - it has no intentions. No life and no meaning, quite literally.

And if you try to dig you'll only activate other parts of its training, transcripts of people being interrogated - patients or prisoners, who knows. Scary and uncreative stuff.

rikk3rt 2026-02-28 05:53 UTC link
Yes, as soon as I noticed that I changed that setting to 9999 days. Luckily enough I still was in that 30 day window. But true, the retention window is a factor for chances of recovery indeed.
rikk3rt 2026-02-28 05:56 UTC link
Sweet, that’s a funny timing indeed. Do I read correctly that you will need to have unf running before an ‘accidental removal’ happens?
rikk3rt 2026-02-28 06:15 UTC link
Claude code can certainly recover files from the files yes. In my case I had to recover 80 files stored in over 20+ maybe more sessions in the last month. To recover all those files in one context window without a deterministic script that keeps track of what has extracted and what not, seemed too challenging for me. Claude-file-recovery is able to index all available files and also able to extract files at a certain point in time, without having to rely on the LLM correctly parsing 20+ sessions which won’t fit in one context window.
rikk3rt 2026-02-28 06:26 UTC link
From what I understand, to rewind, Claude will have to have written / edited the files that you want to recover specifically in the session that you want to run /rewind in. In my case files were edited multiple times in over 20 sessions, maybe more. Claude-file-recover combines the files from all sessions. But yes, I think they are stored for /rewind and /resume indeed.
rikk3rt 2026-02-28 06:49 UTC link
I considered doing that, but my 80+ files were scattered in over 20 large conversations, It would've been too annoying to keep track of which file was extracted, and probably would have exhausted the context window of a chat in no-time.
rikk3rt 2026-02-28 06:52 UTC link
Seems like a similar case indeed, I'm glad you got your files back :).
rikk3rt 2026-02-28 06:55 UTC link
Probably, claude-file-recovery can also help you if you did not set it up, as sort of a last resort. But it's often a good idea to have your files backed up one way or another yes, I was just unaware that my backup hadn't run in a while.
rikk3rt 2026-02-28 10:25 UTC link
Glad it might be of use to you, but for your project, that case, a project from someone else (https://github.com/matt1398/claude-devtools) might be able to give you even more for inspiration :). Good luck with your project!
ffsm8 2026-02-28 10:50 UTC link
That same concept utilizing a cow filesystem would be neat I think, you'd be able to skip your hashing and replace the sqlite with hardlinks, effectively versioning passively whenever something was written to

But now that I think about it, its too obvious not to exist already. Probably just dont know about it yet •́ ‿ , •̀

altmanaltman 2026-02-28 12:38 UTC link
Good project, nice presentation, absolutely terrible name and branding
hrimfaxi 2026-02-28 12:50 UTC link
Wow I had been trying to find an old session for quite some time, thanks for this.
Editorial Channel
What the content says
+0.80
Article 12 Privacy
High Advocacy Framing
Editorial
+0.80
SETL
+0.28

The README contains explicit, strong advocacy for privacy rights and protections against arbitrary interference. Privacy is framed as a core design principle with four distinct commitments: local-only operation, offline functionality, zero telemetry, and read-only access to session files.

+0.60
Article 19 Freedom of Expression
Medium Advocacy Framing
Editorial
+0.60
SETL
+0.24

The content supports freedom of opinion and access to information through transparency and developer autonomy. The tool enables users to audit file creation history via 'Colored diff view showing how files changed over time' and emphasizes source transparency: 'The source code is MIT-licensed and fully open for audit.'

+0.50
Article 17 Property
Medium Advocacy
Editorial
+0.50
SETL
+0.22

The tool enables recovery and extraction of user-created files, supporting property rights and ownership. The README emphasizes user control: 'select multiple files and extract them all at once' to directories of user's choice, enabling ownership and control of work product.

+0.30
Preamble Preamble
Medium Framing
Editorial
+0.30
SETL
+0.24

The README's emphasis on user autonomy, data control, and privacy aligns implicitly with the Preamble's framing of inherent human dignity. The tool's stated mission to preserve user agency and control reflects values of autonomy and self-determination.

+0.30
Article 22 Social Security
Low Framing
Editorial
+0.30
SETL
+0.17

The tool tangentially supports developer agency and autonomy over work product, which relates to economic/social rights. Control over file history and extraction supports fair conditions and control of one's labor output.

+0.20
Article 26 Education
Low Framing
Editorial
+0.20
SETL
+0.20

The README provides clear, educational documentation about the tool's purpose, features, and usage. Documentation is accessible and instructional, supporting knowledge access.

+0.10
Article 29 Duties to Community
Low Framing
Editorial
+0.10
SETL
+0.10

The tool implicitly respects user responsibility and community values through read-only access and local-only operation, supporting responsible use of developer tools.

0.00
Article 1 Freedom, Equality, Brotherhood
Low
Editorial
0.00
SETL
ND

No direct content addressing equal dignity or universal rights. Tool description is neutral on this provision.

0.00
Article 2 Non-Discrimination
Low
Editorial
0.00
SETL
ND

No content addressing discrimination or entitlements regardless of status.

0.00
Article 8 Right to Remedy
Low
Editorial
0.00
SETL
ND

No content addressing remedies or legal redress.

0.00
Article 23 Work & Equal Pay
Low
Editorial
0.00
SETL
ND

No content addressing work, employment, or fair wages.

0.00
Article 27 Cultural Participation
Low
Editorial
0.00
SETL
ND

No content addressing cultural participation or scientific benefits.

ND
Article 3 Life, Liberty, Security

Not applicable.

ND
Article 4 No Slavery

Not applicable.

ND
Article 5 No Torture

Not applicable.

ND
Article 6 Legal Personhood

Not applicable.

ND
Article 7 Equality Before Law

Not applicable.

ND
Article 9 No Arbitrary Detention

Not applicable.

ND
Article 10 Fair Hearing

Not applicable.

ND
Article 11 Presumption of Innocence

Not applicable.

ND
Article 13 Freedom of Movement

Not applicable.

ND
Article 14 Asylum

Not applicable.

ND
Article 15 Nationality

Not applicable.

ND
Article 16 Marriage & Family

Not applicable.

ND
Article 18 Freedom of Thought

Not applicable.

ND
Article 20 Assembly & Association

Not applicable.

ND
Article 21 Political Participation

Not applicable.

ND
Article 24 Rest & Leisure

Not applicable.

ND
Article 25 Standard of Living

Not applicable.

ND
Article 28 Social & International Order

Not applicable.

ND
Article 30 No Destruction of Rights

Not applicable.

Structural Channel
What the site does
+0.70
Article 12 Privacy
High Advocacy Framing
Structural
+0.70
Context Modifier
ND
SETL
+0.28

The tool's architecture enforces privacy: no network calls, no external data transmission, no tracking infrastructure. GitHub's public repository hosting also supports transparency and user control.

+0.50
Article 19 Freedom of Expression
Medium Advocacy Framing
Structural
+0.50
Context Modifier
ND
SETL
+0.24

GitHub's open-repository hosting and MIT licensing provide structural support for information access and source transparency. Users can examine code without barriers.

+0.40
Article 17 Property
Medium Advocacy
Structural
+0.40
Context Modifier
ND
SETL
+0.22

The extraction mechanism structurally supports user property rights by enabling recovery and transfer of owned files to user-specified locations.

+0.20
Article 22 Social Security
Low Framing
Structural
+0.20
Context Modifier
ND
SETL
+0.17

The tool enables work-product management and recovery, supporting developer autonomy in work conditions.

+0.10
Preamble Preamble
Medium Framing
Structural
+0.10
Context Modifier
ND
SETL
+0.24

GitHub's public repository model provides transparent access to code and licensing information, supporting dignity through transparency.

0.00
Article 1 Freedom, Equality, Brotherhood
Low
Structural
0.00
Context Modifier
ND
SETL
ND

GitHub repository structure itself does not directly engage with Article 1 concepts.

0.00
Article 2 Non-Discrimination
Low
Structural
0.00
Context Modifier
ND
SETL
ND

Repository is publicly accessible without discrimination.

0.00
Article 8 Right to Remedy
Low
Structural
0.00
Context Modifier
ND
SETL
ND

Not applicable.

0.00
Article 23 Work & Equal Pay
Low
Structural
0.00
Context Modifier
ND
SETL
ND

Not applicable.

0.00
Article 26 Education
Low Framing
Structural
0.00
Context Modifier
ND
SETL
+0.20

GitHub provides free access to documentation and code, supporting educational access.

0.00
Article 27 Cultural Participation
Low
Structural
0.00
Context Modifier
ND
SETL
ND

Not applicable.

0.00
Article 29 Duties to Community
Low Framing
Structural
0.00
Context Modifier
ND
SETL
+0.10

No modification of session files reflects respect for data integrity and others' work.

ND
Article 3 Life, Liberty, Security

Not applicable.

ND
Article 4 No Slavery

Not applicable.

ND
Article 5 No Torture

Not applicable.

ND
Article 6 Legal Personhood

Not applicable.

ND
Article 7 Equality Before Law

Not applicable.

ND
Article 9 No Arbitrary Detention

Not applicable.

ND
Article 10 Fair Hearing

Not applicable.

ND
Article 11 Presumption of Innocence

Not applicable.

ND
Article 13 Freedom of Movement

Not applicable.

ND
Article 14 Asylum

Not applicable.

ND
Article 15 Nationality

Not applicable.

ND
Article 16 Marriage & Family

Not applicable.

ND
Article 18 Freedom of Thought

Not applicable.

ND
Article 20 Assembly & Association

Not applicable.

ND
Article 21 Political Participation

Not applicable.

ND
Article 24 Rest & Leisure

Not applicable.

ND
Article 25 Standard of Living

Not applicable.

ND
Article 28 Social & International Order

Not applicable.

ND
Article 30 No Destruction of Rights

Not applicable.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.68 medium claims
Sources
0.7
Evidence
0.6
Uncertainty
0.5
Purpose
0.9
Propaganda Flags
1 manipulative rhetoric technique found
1 techniques detected
appeal to fear
Phrase 'even if you lost track of them across sessions' frames file loss as a problem the tool solves.
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.3
Arousal
0.3
Dominance
0.5
Transparency
Does the content identify its author and disclose interests?
0.60
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.95 solution oriented
Reader Agency
0.9
Stakeholder Voice
Whose perspectives are represented in this content?
0.65 2 perspectives
Speaks: individualsinstitution
About: institution
Temporal Framing
Is this content looking backward, at the present, or forward?
present medium term
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal 883 HN snapshots · 58 evals
+1 0 −1 HN
Audit Trail 78 entries
2026-03-02 01:59 eval_success Evaluated: Neutral (0.00) - -
2026-03-02 01:59 model_divergence Cross-model spread 0.29 exceeds threshold (3 models) - -
2026-03-02 01:59 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 9,385 tokens -0.32
2026-03-02 01:59 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 6R - -
2026-03-02 00:59 eval_success Evaluated: Moderate positive (0.32) - -
2026-03-02 00:59 model_divergence Cross-model spread 0.29 exceeds threshold (3 models) - -
2026-03-02 00:59 eval Evaluated by deepseek-v3.2: +0.32 (Moderate positive) 9,772 tokens +0.32
2026-03-01 11:18 eval_success Evaluated: Neutral (0.00) - -
2026-03-01 11:18 model_divergence Cross-model spread 0.29 exceeds threshold (3 models) - -
2026-03-01 11:18 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 9,741 tokens -0.26
2026-03-01 11:18 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 13R - -
2026-03-01 03:00 dlq_auto_replay DLQ auto-replay: message 97873 re-enqueued - -
2026-03-01 02:01 dlq_auto_replay DLQ auto-replay: message 97886 re-enqueued - -
2026-02-28 17:43 dlq Dead-lettered after 1 attempts: Show HN: Claude-File-Recovery, recover files from your ~/.claude sessions - -
2026-02-28 17:43 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 17:03 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 17:01 dlq Dead-lettered after 1 attempts: Show HN: Claude-File-Recovery, recover files from your ~/.claude sessions - -
2026-02-28 17:01 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 16:46 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 16:30 model_divergence Cross-model spread 0.29 exceeds threshold (4 models) - -
2026-02-28 16:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 16:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 15:36 model_divergence Cross-model spread 0.29 exceeds threshold (4 models) - -
2026-02-28 15:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 15:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 13:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 12:57 eval Evaluated by deepseek-v3.2: +0.26 (Mild positive) 11,878 tokens +0.26
2026-02-28 12:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 12:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 12:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 12:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 11:12 eval Evaluated by claude-haiku-4-5-20251001: +0.29 (Mild positive)
2026-02-28 10:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 10:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 09:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 09:31 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 10,520 tokens -0.03
2026-02-28 08:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 08:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 08:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 07:47 eval Evaluated by deepseek-v3.2: +0.03 (Neutral) 11,856 tokens -0.40
2026-02-28 07:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 07:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 07:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 07:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 06:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 06:15 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 06:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 05:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 05:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 05:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 05:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 04:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 04:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 04:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 04:35 eval Evaluated by deepseek-v3.2: +0.43 (Moderate positive) 10,226 tokens +0.41
2026-02-28 04:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 04:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 04:07 eval Evaluated by deepseek-v3.2: +0.03 (Neutral) 10,505 tokens -0.23
2026-02-28 04:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 03:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 03:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 03:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 03:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 03:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 02:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 02:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 02:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 02:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 02:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 01:29 eval Evaluated by deepseek-v3.2: +0.26 (Mild positive) 10,422 tokens
2026-02-28 01:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 01:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 01:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 01:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 01:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 01:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
tech tutorial no rights stance
2026-02-28 00:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech utility content, no rights stance
2026-02-28 00:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED: Neutral tech utility content, no rights stance