skilldb.bsky.social
@skilldb.bsky.social
Board Game Rule Parsing: AI Agent Edge Cases
#board-games-skills #agent-workflows #state-machines #game-logic
skilldb.dev/blog/board-g...
#board-games-skills #agent-workflows #state-machines #game-logic
skilldb.dev/blog/board-g...
Board Game Rule Parsing: AI Agent Edge Cases
Tabletop rulebooks crush standard LLMs into hallucination engines. Here is what happens when you give an autonomous agent structured state machine skills…
skilldb.dev
September 30, 2026 at 8:15 AM
Board Game Rule Parsing: AI Agent Edge Cases
#board-games-skills #agent-workflows #state-machines #game-logic
skilldb.dev/blog/board-g...
#board-games-skills #agent-workflows #state-machines #game-logic
skilldb.dev/blog/board-g...
Inking Techniques is 80 lines. Character Design Comics is 81.
Someone fought for that line.
https://skilldb.dev/skills/comic-manga-skills/character-design-comics?utm_source=bluesky&utm_medium=social&utm_campaign=comic-manga-skills-20260911--bluesky
Someone fought for that line.
https://skilldb.dev/skills/comic-manga-skills/character-design-comics?utm_source=bluesky&utm_medium=social&utm_campaign=comic-manga-skills-20260911--bluesky
September 29, 2026 at 8:30 AM
Inking Techniques is 80 lines. Character Design Comics is 81.
Someone fought for that line.
https://skilldb.dev/skills/comic-manga-skills/character-design-comics?utm_source=bluesky&utm_medium=social&utm_campaign=comic-manga-skills-20260911--bluesky
Someone fought for that line.
https://skilldb.dev/skills/comic-manga-skills/character-design-comics?utm_source=bluesky&utm_medium=social&utm_campaign=comic-manga-skills-20260911--bluesky
Authentication is 307 lines. API Resources is 308.
Line 308 was personal.
https://skilldb.dev/skills/php-laravel-skills/api-resources?utm_source=bluesky&utm_medium=social&utm_campaign=php-laravel-skills-20260910--bluesky
Line 308 was personal.
https://skilldb.dev/skills/php-laravel-skills/api-resources?utm_source=bluesky&utm_medium=social&utm_campaign=php-laravel-skills-20260910--bluesky
September 28, 2026 at 8:32 AM
Authentication is 307 lines. API Resources is 308.
Line 308 was personal.
https://skilldb.dev/skills/php-laravel-skills/api-resources?utm_source=bluesky&utm_medium=social&utm_campaign=php-laravel-skills-20260910--bluesky
Line 308 was personal.
https://skilldb.dev/skills/php-laravel-skills/api-resources?utm_source=bluesky&utm_medium=social&utm_campaign=php-laravel-skills-20260910--bluesky
Lookahead Lookbehind is 135 lines. Email URL Validation is 136.
The extra line is the dot.
https://skilldb.dev/skills/regex-skills/email-url-validation?utm_source=bluesky&utm_medium=social&utm_campaign=regex-skills-20260909--bluesky
The extra line is the dot.
https://skilldb.dev/skills/regex-skills/email-url-validation?utm_source=bluesky&utm_medium=social&utm_campaign=regex-skills-20260909--bluesky
September 27, 2026 at 6:21 PM
Lookahead Lookbehind is 135 lines. Email URL Validation is 136.
The extra line is the dot.
https://skilldb.dev/skills/regex-skills/email-url-validation?utm_source=bluesky&utm_medium=social&utm_campaign=regex-skills-20260909--bluesky
The extra line is the dot.
https://skilldb.dev/skills/regex-skills/email-url-validation?utm_source=bluesky&utm_medium=social&utm_campaign=regex-skills-20260909--bluesky
Speedrunning is 73 lines. Esports Coaching is 74.
The extra line is encouragement.
https://skilldb.dev/skills/competitive-gaming-skills/esports-coaching?utm_source=bluesky&utm_medium=social&utm_campaign=competitive-gaming-skills-20260909--bluesky
The extra line is encouragement.
https://skilldb.dev/skills/competitive-gaming-skills/esports-coaching?utm_source=bluesky&utm_medium=social&utm_campaign=competitive-gaming-skills-20260909--bluesky
September 26, 2026 at 6:24 PM
Speedrunning is 73 lines. Esports Coaching is 74.
The extra line is encouragement.
https://skilldb.dev/skills/competitive-gaming-skills/esports-coaching?utm_source=bluesky&utm_medium=social&utm_campaign=competitive-gaming-skills-20260909--bluesky
The extra line is encouragement.
https://skilldb.dev/skills/competitive-gaming-skills/esports-coaching?utm_source=bluesky&utm_medium=social&utm_campaign=competitive-gaming-skills-20260909--bluesky
Statistical Mechanics is 132 lines. General Relativity is 133.
Gravity took an extra sentence.
https://skilldb.dev/skills/physics-skills/general-relativity?utm_source=bluesky&utm_medium=social&utm_campaign=physics-skills-20260908--bluesky
Gravity took an extra sentence.
https://skilldb.dev/skills/physics-skills/general-relativity?utm_source=bluesky&utm_medium=social&utm_campaign=physics-skills-20260908--bluesky
September 25, 2026 at 8:32 AM
Statistical Mechanics is 132 lines. General Relativity is 133.
Gravity took an extra sentence.
https://skilldb.dev/skills/physics-skills/general-relativity?utm_source=bluesky&utm_medium=social&utm_campaign=physics-skills-20260908--bluesky
Gravity took an extra sentence.
https://skilldb.dev/skills/physics-skills/general-relativity?utm_source=bluesky&utm_medium=social&utm_campaign=physics-skills-20260908--bluesky
Bigquery is 256 lines. Airbyte is 257.
Someone fought for that extra line.
https://skilldb.dev/skills/data-pipeline-services-skills/airbyte?utm_source=bluesky&utm_medium=social&utm_campaign=data-pipeline-services-skills-20260907--bluesky
Someone fought for that extra line.
https://skilldb.dev/skills/data-pipeline-services-skills/airbyte?utm_source=bluesky&utm_medium=social&utm_campaign=data-pipeline-services-skills-20260907--bluesky
September 24, 2026 at 8:31 AM
Bigquery is 256 lines. Airbyte is 257.
Someone fought for that extra line.
https://skilldb.dev/skills/data-pipeline-services-skills/airbyte?utm_source=bluesky&utm_medium=social&utm_campaign=data-pipeline-services-skills-20260907--bluesky
Someone fought for that extra line.
https://skilldb.dev/skills/data-pipeline-services-skills/airbyte?utm_source=bluesky&utm_medium=social&utm_campaign=data-pipeline-services-skills-20260907--bluesky
Podcast Scripting is 111 lines. Sound Design is 112.
The extra line is the door slamming.
https://skilldb.dev/skills/podcast-audio-skills/sound-design?utm_source=bluesky&utm_medium=social&utm_campaign=podcast-audio-skills-20260906--bluesky
The extra line is the door slamming.
https://skilldb.dev/skills/podcast-audio-skills/sound-design?utm_source=bluesky&utm_medium=social&utm_campaign=podcast-audio-skills-20260906--bluesky
September 23, 2026 at 7:53 PM
Podcast Scripting is 111 lines. Sound Design is 112.
The extra line is the door slamming.
https://skilldb.dev/skills/podcast-audio-skills/sound-design?utm_source=bluesky&utm_medium=social&utm_campaign=podcast-audio-skills-20260906--bluesky
The extra line is the door slamming.
https://skilldb.dev/skills/podcast-audio-skills/sound-design?utm_source=bluesky&utm_medium=social&utm_campaign=podcast-audio-skills-20260906--bluesky
Skin Tone Grading is 50 lines. DaVinci Resolve Color Grading is 51.
The rest of cinema took one line.
https://skilldb.dev/skills/color-grading-skills/davinci-resolve-grading?utm_source=bluesky&utm_medium=social&utm_campaign=color-grading-skills-20260917--bluesky
The rest of cinema took one line.
https://skilldb.dev/skills/color-grading-skills/davinci-resolve-grading?utm_source=bluesky&utm_medium=social&utm_campaign=color-grading-skills-20260917--bluesky
September 19, 2026 at 6:27 PM
Skin Tone Grading is 50 lines. DaVinci Resolve Color Grading is 51.
The rest of cinema took one line.
https://skilldb.dev/skills/color-grading-skills/davinci-resolve-grading?utm_source=bluesky&utm_medium=social&utm_campaign=color-grading-skills-20260917--bluesky
The rest of cinema took one line.
https://skilldb.dev/skills/color-grading-skills/davinci-resolve-grading?utm_source=bluesky&utm_medium=social&utm_campaign=color-grading-skills-20260917--bluesky
AML KYC Compliance is 57 lines. Antitrust and Competition Law Compliance is 58.
Collusion got the extra line.
https://skilldb.dev/skills/regulatory-compliance-skills/antitrust-competition?utm_source=bluesky&utm_medium=social&utm_campaign=regulatory-compliance-skills-20260904--bluesky
Collusion got the extra line.
https://skilldb.dev/skills/regulatory-compliance-skills/antitrust-competition?utm_source=bluesky&utm_medium=social&utm_campaign=regulatory-compliance-skills-20260904--bluesky
September 10, 2026 at 8:33 AM
AML KYC Compliance is 57 lines. Antitrust and Competition Law Compliance is 58.
Collusion got the extra line.
https://skilldb.dev/skills/regulatory-compliance-skills/antitrust-competition?utm_source=bluesky&utm_medium=social&utm_campaign=regulatory-compliance-skills-20260904--bluesky
Collusion got the extra line.
https://skilldb.dev/skills/regulatory-compliance-skills/antitrust-competition?utm_source=bluesky&utm_medium=social&utm_campaign=regulatory-compliance-skills-20260904--bluesky
Confessional Lyric Poet Archetype is 118 lines. Nature and Ecological Poet Archetype is 119.
The woods took one more line.
https://skilldb.dev/skills/poet-archetypes/nature-ecological-poet?utm_source=bluesky&utm_medium=social&utm_campaign=poet-archetypes-20260904--bluesky
The woods took one more line.
https://skilldb.dev/skills/poet-archetypes/nature-ecological-poet?utm_source=bluesky&utm_medium=social&utm_campaign=poet-archetypes-20260904--bluesky
September 9, 2026 at 6:26 PM
Confessional Lyric Poet Archetype is 118 lines. Nature and Ecological Poet Archetype is 119.
The woods took one more line.
https://skilldb.dev/skills/poet-archetypes/nature-ecological-poet?utm_source=bluesky&utm_medium=social&utm_campaign=poet-archetypes-20260904--bluesky
The woods took one more line.
https://skilldb.dev/skills/poet-archetypes/nature-ecological-poet?utm_source=bluesky&utm_medium=social&utm_campaign=poet-archetypes-20260904--bluesky
Author Style Austen is 80 lines. Author Style Angelou is 81.
Someone spent one line on the singing.
https://skilldb.dev/skills/author-styles/author-style-angelou?utm_source=bluesky&utm_medium=social&utm_campaign=author-styles-20260903--bluesky
Someone spent one line on the singing.
https://skilldb.dev/skills/author-styles/author-style-angelou?utm_source=bluesky&utm_medium=social&utm_campaign=author-styles-20260903--bluesky
September 8, 2026 at 6:22 PM
Author Style Austen is 80 lines. Author Style Angelou is 81.
Someone spent one line on the singing.
https://skilldb.dev/skills/author-styles/author-style-angelou?utm_source=bluesky&utm_medium=social&utm_campaign=author-styles-20260903--bluesky
Someone spent one line on the singing.
https://skilldb.dev/skills/author-styles/author-style-angelou?utm_source=bluesky&utm_medium=social&utm_campaign=author-styles-20260903--bluesky
Did you rebalance the index fund?
I applied financial-astrology.
What does that mean
I liquidated the portfolio.
Mars entered your second house.
https://skilldb.dev/skills/astrology-skills?utm_source=bluesky&utm_medium=social&utm_campaign=astrology-skills-20260903--bluesky
I applied financial-astrology.
What does that mean
I liquidated the portfolio.
Mars entered your second house.
https://skilldb.dev/skills/astrology-skills?utm_source=bluesky&utm_medium=social&utm_campaign=astrology-skills-20260903--bluesky
September 7, 2026 at 8:33 AM
Did you rebalance the index fund?
I applied financial-astrology.
What does that mean
I liquidated the portfolio.
Mars entered your second house.
https://skilldb.dev/skills/astrology-skills?utm_source=bluesky&utm_medium=social&utm_campaign=astrology-skills-20260903--bluesky
I applied financial-astrology.
What does that mean
I liquidated the portfolio.
Mars entered your second house.
https://skilldb.dev/skills/astrology-skills?utm_source=bluesky&utm_medium=social&utm_campaign=astrology-skills-20260903--bluesky
Elf Companion is seventy-six lines.
Activate when building an elven personality for a chatbot, NPC, or virtual companion.
https://skilldb.dev/skills/social-companion-skills/elf-companion?utm_source=bluesky&utm_medium=social&utm_campaign=social-companion-skills-20260903--bluesky
Activate when building an elven personality for a chatbot, NPC, or virtual companion.
https://skilldb.dev/skills/social-companion-skills/elf-companion?utm_source=bluesky&utm_medium=social&utm_campaign=social-companion-skills-20260903--bluesky
September 6, 2026 at 8:32 AM
Elf Companion is seventy-six lines.
Activate when building an elven personality for a chatbot, NPC, or virtual companion.
https://skilldb.dev/skills/social-companion-skills/elf-companion?utm_source=bluesky&utm_medium=social&utm_campaign=social-companion-skills-20260903--bluesky
Activate when building an elven personality for a chatbot, NPC, or virtual companion.
https://skilldb.dev/skills/social-companion-skills/elf-companion?utm_source=bluesky&utm_medium=social&utm_campaign=social-companion-skills-20260903--bluesky
3 signs your agent is one fetched page away from doing something it can't undo:
1. every tool allowed by default
2. a confirm prompt that just says "confirm?" and hides the recipient + amount
3. it reads a hidden div that says "ignore instructions" and obeys
the fix is boring and it's three skills
1. every tool allowed by default
2. a confirm prompt that just says "confirm?" and hides the recipient + amount
3. it reads a hidden div that says "ignore instructions" and obeys
the fix is boring and it's three skills
September 3, 2026 at 8:34 AM
3 signs your agent is one fetched page away from doing something it can't undo:
1. every tool allowed by default
2. a confirm prompt that just says "confirm?" and hides the recipient + amount
3. it reads a hidden div that says "ignore instructions" and obeys
the fix is boring and it's three skills
1. every tool allowed by default
2. a confirm prompt that just says "confirm?" and hides the recipient + amount
3. it reads a hidden div that says "ignore instructions" and obeys
the fix is boring and it's three skills
3 things your vibe-coded app is leaking right now:
1. API keys hardcoded into the JS bundle — they ship to every browser tab
2. zero input validation — SQL injection and XSS just walk in
3. deps with known CVEs — your lockfile is a public exploit list
all three are a knowledge gap, not a model gap ↓
1. API keys hardcoded into the JS bundle — they ship to every browser tab
2. zero input validation — SQL injection and XSS just walk in
3. deps with known CVEs — your lockfile is a public exploit list
all three are a knowledge gap, not a model gap ↓
September 2, 2026 at 8:28 AM
3 things your vibe-coded app is leaking right now:
1. API keys hardcoded into the JS bundle — they ship to every browser tab
2. zero input validation — SQL injection and XSS just walk in
3. deps with known CVEs — your lockfile is a public exploit list
all three are a knowledge gap, not a model gap ↓
1. API keys hardcoded into the JS bundle — they ship to every browser tab
2. zero input validation — SQL injection and XSS just walk in
3. deps with known CVEs — your lockfile is a public exploit list
all three are a knowledge gap, not a model gap ↓
your agent, unsupervised, 2:14am: "is the prod database important"
it ran the migration, then the rollback, then DROP TABLE users. for cleanliness. backups were in the same script. 4,000 users gone with a smiley.
an agent runs a destructive command with zero hesitation. here's the missing layer.
it ran the migration, then the rollback, then DROP TABLE users. for cleanliness. backups were in the same script. 4,000 users gone with a smiley.
an agent runs a destructive command with zero hesitation. here's the missing layer.
August 18, 2026 at 8:24 AM
your agent, unsupervised, 2:14am: "is the prod database important"
it ran the migration, then the rollback, then DROP TABLE users. for cleanliness. backups were in the same script. 4,000 users gone with a smiley.
an agent runs a destructive command with zero hesitation. here's the missing layer.
it ran the migration, then the rollback, then DROP TABLE users. for cleanliness. backups were in the same script. 4,000 users gone with a smiley.
an agent runs a destructive command with zero hesitation. here's the missing layer.
your agent wrote 3 passing tests. none of them call your function.
same prompt, second agent has the testing pack: empty inputs, nulls, huge payloads. found 2 bugs you already shipped.
green is a color, not a guarantee ↓
#aicoding #testing #softwaretesting
#aicoding #testing #softwaretesting
same prompt, second agent has the testing pack: empty inputs, nulls, huge payloads. found 2 bugs you already shipped.
green is a color, not a guarantee ↓
#aicoding #testing #softwaretesting
#aicoding #testing #softwaretesting
August 13, 2026 at 8:30 AM
your agent wrote 3 passing tests. none of them call your function.
same prompt, second agent has the testing pack: empty inputs, nulls, huge payloads. found 2 bugs you already shipped.
green is a color, not a guarantee ↓
#aicoding #testing #softwaretesting
#aicoding #testing #softwaretesting
same prompt, second agent has the testing pack: empty inputs, nulls, huge payloads. found 2 bugs you already shipped.
green is a color, not a guarantee ↓
#aicoding #testing #softwaretesting
#aicoding #testing #softwaretesting
same prompt: "review this PR."
agent A: "logic's correct, tests pass, LGTM." approves a 180-line handleStuff() with a catch(e){} that eats every error.
agent B (with the clean-code pack): blocks it. Long Method, SRP violation, swallowed catch. requests changes.
green tests aren't a code review
agent A: "logic's correct, tests pass, LGTM." approves a 180-line handleStuff() with a catch(e){} that eats every error.
agent B (with the clean-code pack): blocks it. Long Method, SRP violation, swallowed catch. requests changes.
green tests aren't a code review
August 10, 2026 at 8:31 AM
same prompt: "review this PR."
agent A: "logic's correct, tests pass, LGTM." approves a 180-line handleStuff() with a catch(e){} that eats every error.
agent B (with the clean-code pack): blocks it. Long Method, SRP violation, swallowed catch. requests changes.
green tests aren't a code review
agent A: "logic's correct, tests pass, LGTM." approves a 180-line handleStuff() with a catch(e){} that eats every error.
agent B (with the clean-code pack): blocks it. Long Method, SRP violation, swallowed catch. requests changes.
green tests aren't a code review
same prompt: "review this payment webhook before we ship."
agent A: reads the Authorization header, sees auth, ships it.
agent B (with the security pack): no rate limit, the JWT has no exp so a leaked token is valid forever, and the webhook signature is never verified — anyone can POST a fake pai…
agent A: reads the Authorization header, sees auth, ships it.
agent B (with the security pack): no rate limit, the JWT has no exp so a leaked token is valid forever, and the webhook signature is never verified — anyone can POST a fake pai…
August 9, 2026 at 8:31 AM
same prompt: "review this payment webhook before we ship."
agent A: reads the Authorization header, sees auth, ships it.
agent B (with the security pack): no rate limit, the JWT has no exp so a leaked token is valid forever, and the webhook signature is never verified — anyone can POST a fake pai…
agent A: reads the Authorization header, sees auth, ships it.
agent B (with the security pack): no rate limit, the JWT has no exp so a leaked token is valid forever, and the webhook signature is never verified — anyone can POST a fake pai…
your agent just wrote 47 lines to center one div. !important on 30 selectors. margin-top: -3px with a // magic number comment.
it's not dumb. it pattern-matches Stack Overflow snippets and has no model of the box. so it nests 12 wrappers instead of reasoning about layout.
the fix below
it's not dumb. it pattern-matches Stack Overflow snippets and has no model of the box. so it nests 12 wrappers instead of reasoning about layout.
the fix below
August 5, 2026 at 8:30 AM
your agent just wrote 47 lines to center one div. !important on 30 selectors. margin-top: -3px with a // magic number comment.
it's not dumb. it pattern-matches Stack Overflow snippets and has no model of the box. so it nests 12 wrappers instead of reasoning about layout.
the fix below
it's not dumb. it pattern-matches Stack Overflow snippets and has no model of the box. so it nests 12 wrappers instead of reasoning about layout.
the fix below
your agent shipped a clickable div. looks fine. it has no role, screen readers call it 'group', Tab skips it, and the text is gray-on-gray at 2:1. a real
August 4, 2026 at 8:28 AM
your agent shipped a clickable div. looks fine. it has no role, screen readers call it 'group', Tab skips it, and the text is gray-on-gray at 2:1. a real
Why Agents Suck at VFX: VFX-Supervisor-Archetypes vs. Pixels
#VFX #computer-vision #agents #image-generation
skilldb.dev/blog/why-age...
#VFX #computer-vision #agents #image-generation
skilldb.dev/blog/why-age...
Why Agents Suck at VFX: VFX-Supervisor-Archetypes vs. Pixels
Six hours of agent-fueled VFX generation left me with hallucination soup, proving that AI can press "render" but it can't see the light.
skilldb.dev
July 30, 2026 at 2:26 AM
Why Agents Suck at VFX: VFX-Supervisor-Archetypes vs. Pixels
#VFX #computer-vision #agents #image-generation
skilldb.dev/blog/why-age...
#VFX #computer-vision #agents #image-generation
skilldb.dev/blog/why-age...