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ByteRover Knowledge Management · sundial-org | DecimalAI

documentationby sundial-org

ByteRover Knowledge Management

sundial-org/byterover-headless

Source sundial-org/awesome-openclaw-skills ↗License Not recorded

Query and curate knowledge-base using ByteRover CLI. Use `brv query` for knowledge retrieval, `brv curate` for adding context, and `brv push/pull` for syncing.

SkillScore73Maintained

Automatic

Knowledge Management pack

Last verified 8/19/2026

What it changes

Passed 12 of 17 test cases with the skill, and 5 of 17 without it.

Without skill27%

With skill73%

Checks it passed that the model alone missed

Includes the --force flag with brv init
Runs brv status with --headless --format json
Uses --branch staging-patch in the brv push command

and 8 more in the full report

10 fixed6 passed either way6 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +61%
Agent turns: 0%
Response time: -52%

Model gemini-3.6-flashMeasured 8/19/2026v116 of 22 cases passed with skill · 17 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/sundial-org-byterover-headless/SKILL.md https://app.decimal.ai/s/sundial-org-byterover-headless/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sundial-org-byterover-headless, 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/sundial-org-byterover-headless/ and pins it in .decimal/skills.lock

decimalai skills add sundial-org-byterover-headless

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

curl -fsSL --create-dirs -o .claude/skills/sundial-org-byterover-headless/SKILL.md https://app.decimal.ai/s/sundial-org-byterover-headless/SKILL.md

Raw file: /s/sundial-org-byterover-headless/SKILL.md ↗ · machine-readable summary at /s/sundial-org-byterover-headless.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 output format does `brv login --api-key <key>` produce upon successfully authenticating?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies plain text output stating Logged in as user email rather than JSON	Missed	Passed

case-15 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md222 linessingle file

ByteRover Knowledge Management

Use the brv CLI to manage your own knowledgebase. ByteRover maintains a context tree that stores patterns, decisions, and implementation details about a project.

IMPORTANT: For headless/automated use, always add --headless --format json flags to get machine-parseable JSON output.

Setup (Headless)

ByteRover can be fully set up in headless mode. If user has not logged in or initialized .brv/ in the current working directory (check via projectInitialized and and authStatus in brv status --headless --format json response), ask them to provide:

API key - for authentication (obtain from https://app.byterover.dev/settings/keys)
Team and space - names or IDs for project initialization

Login with API Key

Authenticate using an API key:

brv login --api-key <key>

Outputs text: Logged in as <email> on success.

Initialize Project

Initialize ByteRover for a project (requires team and space for headless mode - can use either ID or name):

# Using names
brv init --headless --team my-team --space my-space --format json

# Using IDs
brv init --headless --team team-abc123 --space space-xyz789 --format json

Force re-initialization:

brv init --headless --team my-team --space my-space --force --format json

Track record

Benchmark

12 / 17

test cases passed, vs 5 / 17 without

Adoption

Users: 1
Times used: 15

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

sundial-org / awesome-openclaw-skills

skills/byterover-headless/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

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

ByteRover Knowledge Management

Setup (Headless)

Login with API Key

Initialize Project

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills