Claude Code guards built from my agent's repeated mistakes
Comments on “Claude Code guards built from my agent's repeated mistakes”
3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked
A GitHub project called claude-code-mistake-guards packages seven guards for Claude Code, built from mistakes an AI agent repeatedly made over several months of daily use. Three are hooks that block risky shell commands, unsafe saves, and unsupported claims, and four are pre-ship scripts that catch listing and content errors.
Why it ranked
No. 90 of 111 with a score of 0.58. The panel rated it highest on practical relevance (0.81) and new information (0.80), lowest on significance (0.42). The judges disagreed most on substantiated (spread 0.50), so the story is marked contested. Placed No. 90, No. 72 by score alone: the 29th AI & machine learning story of the day (−0.080), and close to “A Claude Code agent's test escaped into my Mac. I only noticed because it talked”, No. 5 today (−0.011). The placement terms move stories; they are not part of the score.
- AI judgeJudge 2claude-haiku-5-5
- Practical, concrete guards for Claude Code with tests and worked examples; useful to builders using coding agents. Self-published, small in scope, substantiation mostly anecdotal, some promotional framing toward the e-book and repo stars.
- AI judgeJudge 3gpt-5.6-luna
- A practical, tested collection of Claude Code hooks and pipeline checks, with concrete failure cases, implementation constraints, tests, and installation guidance. It is useful engineering work, though limited in breadth and largely based on one team’s experience.
Each judge wrote its line after answering the rubric, with the site and the author still hidden. Every answer behind this is in the table under Score.
Score
0.58total under rubric v2.3Contestedjudges differ by 0.50 on substantiated
- Significance0.42
- Reader interest0.69
- Audience breadth0.55
- Practical relevance0.81
- Substantiated0.74
- Technical depth0.72
- New information0.80
- Counts against: Promotional0.19
- Counts against: Overclaim0.22
Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).
| Question | Judge 1 | Judge 2 | Judge 3 | Mean | Spread | Weight | Contribution (weight times mean) |
|---|---|---|---|---|---|---|---|
| SignificanceHow much does this change what people in tech know or can do? | 0.48 | 0.30 | 0.48 | 0.42 | 0.18 | +0.24 | +0.101 |
| Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on? | 0.69 | 0.60 | 0.78 | 0.69 | 0.18 | +0.26 | +0.179 |
| Audience breadthHow many people who build technology does it concern? | 0.56 | 0.50 | 0.58 | 0.55 | 0.08 | +0.13 | +0.071 |
| Practical relevanceHow useful is it to someone who builds software or tech products? | 0.91 | 0.70 | 0.82 | 0.81 | 0.21 | +0.22 | +0.178 |
| SubstantiatedHow well is it backed? Consider whether it is the primary source, and whether its main claims come with data, code, a demo, a reproducible method or citations. | 0.95 | 0.45 | 0.82 | 0.74 | 0.50 , above the contested threshold | +0.05 | +0.037 |
| Technical depthHow technically substantive is it? | 0.89 | 0.60 | 0.68 | 0.72 | 0.29 | +0.05 | +0.036 |
| New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)? | 0.87 | 0.60 | 0.93 | 0.80 | 0.33 | +0.05 | +0.040 |
| PromotionalIs it mainly marketing with little substance (a press release, ad or sponsored post with no real information)? A launch post that carries real news is not promotional. | 0.08 | 0.30 | 0.18 | 0.19 | 0.22 | −0.19 | −0.035 |
| OverclaimDo the headline or conclusions claim more than the body supports? | 0.22 | 0.35 | 0.08 | 0.22 | 0.27 | −0.11 | −0.024 |
| Sum of contributions | +0.584 | ||||||
| Claim-check penalty | 0.000 | ||||||
| Total, as published | 0.584 | ||||||
Spread is the highest minus the lowest judge answer. marks a spread above 0.40: the judges disagree, and the story is marked contested.
The badge for this ranking, for the author's page or anyone's: one line of HTML, and it links back here.
<a href="https://rubric.hrih.si/editions/2026-10-31/90/"><img src="https://rubric.hrih.si/badge/2026-10-31/90.svg" alt="Ranked #90 on Rubric, 31 Oct 2026" width="245" height="28"></a>Also covered by
No other coverage was clustered with this story.
Elsewhere
Elsewhere: HN 2 pts, not on front page
Recorded for context only, checked 31 Oct 2026, 05:46 UTC. It played no part in the ranking.