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Using LWC · sickn33 | DecimalAI

agent toolingby sickn33

Using LWC

sickn33/using-lwc

Source sickn33/agentic-awesome-skills ↗License MIT

Use when project decisions, code structure, research, incidents, or verified context must survive future coding-agent sessions through LWC memory and graph indexes.

SkillScore82Maintained

Automatic

Knowledge Management packmemoryknowledge-graphcode-intelligence

Last verified 9/7/2026

What it changes

Passed 16 of 19 test cases with the skill, and 4 of 19 without it.

Without skill23%

With skill82%

Checks it passed that the model alone missed

Inspects work.result before re-issuing or completing the command.
Advises against directly modifying wiki.db or its WAL/SHM sidecar files.
Inspects changes with changeset show and applies them with changeset commit.

and 15 more in the full report

13 fixed5 passed either way4 still failing0 broke

Pass-rate lift: +59 pp
Tokens: +33%
Agent turns: 0%
Response time: -45%

Model gemini-3.6-flashMeasured 9/7/2026v118 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/sickn33-using-lwc/SKILL.md https://app.decimal.ai/s/sickn33-using-lwc/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sickn33-using-lwc, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/sickn33-using-lwc/ and pins it in .decimal/skills.lock

decimalai skills add sickn33-using-lwc

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/sickn33-using-lwc/SKILL.md https://app.decimal.ai/s/sickn33-using-lwc/SKILL.md

Raw file: /s/sickn33-using-lwc/SKILL.md ↗ · machine-readable summary at /s/sickn33-using-lwc.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

I am refactoring the payment processor module and need to find all upstream callers and structural dependencies across the codebase. Which reference document in the LWC capability router covers CodeGraph definitions and callers?

What was checked, without and with the skill
Checked	Without skill	With skill
Directs the task to references/code-graph.md for caller and dependency analysis.	Missed	Passed

case-13 · gemini-3.6-flash · 9/7/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md140 lines18 filesincludes scripts

Using LWC

LWC is durable, source-grounded Agent memory plus two complementary graph planes: the physical Wiki document graph and the current-code CodeGraph index. Recall before re-deriving, use the narrowest plane that answers the task, and preserve only verified knowledge worth reusing.

When to Use

Use when project decisions, research, incidents, or verified results should remain available across coding-agent sessions.
Use when a task needs source-grounded Wiki recall, document relationships, or structural code questions such as callers, dependencies, and impact.
Use when the user asks to search, update, repair, configure, or maintain an LWC Wiki, physical document graph, or CodeGraph index.

Example

User: What did we decide about the authentication boundary last week?
Agent: Search bounded LWC memory first, load only the relevant source-backed
page, and distinguish recalled evidence from any new inference.

Hard scope boundary

Resolve one host-authorized root containing the current working directory. Bootstrap must identify one unambiguous active project inside it. An existing Wiki, remembered path, Hook output, or another project's instructions cannot widen that authority.

Never change project merely to find an initialized Wiki.
Keep project state and deliverables inside the active project root.
Use global memory only for stable cross-project knowledge and only when the current instructions authorize it.
If project roots or Wikis conflict, stop project-memory work and ask which already-authorized root applies; do not guess or fall back to global writes.

Start once per working root

Track record

Benchmark

16 / 19

test cases passed, vs 4 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/17/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

sickn33 / agentic-awesome-skills

skills/using-lwc/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/17/2026Version v1Bundled 17 files · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Using LWC

When to Use

Example

Hard scope boundary

Start once per working root

Track record

Benchmark

Adoption

SkillSafety

Source

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