Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Agentlas Auto-Activation · agentlas-ai | DecimalAI

agent toolingby agentlas-ai

Agentlas Auto-Activation

agentlas-ai/agentlas-auto-activation

Source agentlas-ai/agentlas-os ↗License Apache-2.0

Use when adding or auditing local runtime behavior that turns a project folder into an Agentlas-aware workspace with .agentlas memory and sitemap files.

SkillScore83Maintained

Automatic

AI Engineer pack

Last verified 8/15/2026

What it changes

Passed 17 of 21 test cases with the skill, and 8 of 21 without it.

Without skill39%

With skill83%

Checks it passed that the model alone missed

Includes `.agentlas/career-graph.json` in the manifest list.
Includes `.agentlas/skill-trials.jsonl` in the manifest list.
Routes memory events through Memory Tickets and Memory Curator.

and 7 more in the full report

10 fixed9 passed either way4 still failing0 broke

Pass-rate lift: +43 pp
Tokens: -26%
Agent turns: 0%
Response time: -60%

Model gemini-3.6-flashMeasured 8/15/2026v119 of 23 cases passed with skill · 21 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/agentlas-ai-agentlas-auto-activation/SKILL.md https://app.decimal.ai/s/agentlas-ai-agentlas-auto-activation/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agentlas-ai-agentlas-auto-activation, 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/agentlas-ai-agentlas-auto-activation/ and pins it in .decimal/skills.lock

decimalai skills add agentlas-ai-agentlas-auto-activation

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

curl -fsSL --create-dirs -o .claude/skills/agentlas-ai-agentlas-auto-activation/SKILL.md https://app.decimal.ai/s/agentlas-ai-agentlas-auto-activation/SKILL.md

Raw file: /s/agentlas-ai-agentlas-auto-activation/SKILL.md ↗ · machine-readable summary at /s/agentlas-ai-agentlas-auto-activation.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

What log file stores experimental skill trial logs in JSON lines format inside the workspace metadata folder?

What was checked, without and with the skill
Checked	Without skill	With skill
Includes `.agentlas/skill-trials.jsonl` in the manifest list.	Missed	Passed

case-18 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md53 linessingle file

Agentlas Auto-Activation

Use this skill when a local runtime should activate Agentlas project continuity for a folder.

Procedure

For explicit activation, call hephaestus project ensure --project <folder> from Agentlas Core.
For automatic activation, require a trusted writable host, an allowed root, a workspace marker, and host-side opt-in. Passive search, read-only work, and MCP requests do not imply write consent.
Never create project state in the user's home directory, filesystem root, or outside the host's allowed project roots.
Install the managed privacy .gitignore block before local memory/indexes.
Add missing seed files, ontology/career indexes, and the bounded code map without overwriting existing user content.
Inject relevant project memory into future agent prompts.
Ask workers to emit ## Memory Events only for durable facts.
Route Memory Events through Memory Tickets and Memory Curator.
Use sitemap/task-bias state to avoid stale or unvalidated surfaces.

Minimum Files

.agentlas/project-soul-memory.md
.agentlas/sitemap.json
.agentlas/memory-map.json
.agentlas/memory-tickets.jsonl
.agentlas/vault-references.json
.agentlas/skill-registry.json
.agentlas/skill-trials.jsonl
.agentlas/curator-decisions.jsonl
.agentlas/activation.json
.agentlas/code-map/project-map.json
.agentlas/ontology-runtime.json
.agentlas/ontology-runtime.sqlite
.agentlas/career-graph.json
.agentlas/career-graph.sqlite

Safety

Track record

Benchmark

17 / 21

test cases passed, vs 8 / 21 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 v4 — 8/3/2026

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

agentlas-ai / agentlas-os

skills/agentlas-auto-activation/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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

Agentlas Auto-Activation

Procedure

Minimum Files

Safety

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills