Borrowing it
Nothing to install: this file belongs to liuyingxuvka/Khaos-Brain. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/liuyingxuvka/Khaos-Brain/main/.agents/skills/kb-organization-contribute/SKILL.mdgit clone --depth 1 https://github.com/liuyingxuvka/Khaos-BrainWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/liuyingxuvka/khaos-brain/kb-organization-contribute)<a href="https://agentmods.dev/skills/liuyingxuvka/khaos-brain/kb-organization-contribute"><img src="https://agentmods.dev/badge/skills/liuyingxuvka/khaos-brain/kb-organization-contribute/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/liuyingxuvka/khaos-brain/kb-organization-contribute"><img src="https://agentmods.dev/badge/skills/liuyingxuvka/khaos-brain/kb-organization-contribute.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00051 | $0.01084 |
| Opus 5 | $0.00026 | $0.00542 |
| Sonnet 5 | $0.00010 | $0.00217 |
| Haiku 4.5 | $0.00005 | $0.00108 |
Grade A, and why
kb-organization-contribute scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
KB Organization Contribute
Run one organization contribution pass for this predictive KB repository.
The organization KB is a shared exchange layer. Export only reusable material that other local KBs may use directly from a synchronized snapshot; organization acceptance does not override each machine's local retrieval weighting or Sleep judgment.
Contribution writes only to the incoming lane under kb/imports//. It must never write directly to kb/main; organization maintenance is responsible for reviewing imports and moving accepted material into the main exchange surface. Local download/search reads organization cards from kb/main, not from kb/imports.
An organization card is an exchange projection, not local semantic authority.
Contribution derives it only from a current exact local LogicGuard binding and
must not export projection-only related_cards as relationship authority. A
receiving machine uses the source-qualified card directly; only outcome evidence
may later cause its local Sleep to change local weight or derive a distinct local
candidate. Contribution never writes a receiving machine's model or mesh.
Authority
Work from the repository root. Treat these files as authoritative before stateful contribution work:
- PROJECT_SPEC.md
- docs/organization_mode_plan.md
- .agents/skills/local-kb-retrieve/SKILL.md
Current user instructions still override repository files.
Execution Contract
- Use scripts/kb_org_outbox.py --automation as the entry point.
- The entry point must first read .local/khaos_brain_desktop_settings.json.
- If organization mode is not connected to a validated organization repository, exit successfully with a no-op result.
- Sync the validated organization mirror first so contribution compares against current organization
maincards andimportsbefore upload. Any retired layout must block this runtime and be handled by the versioned upgrader. - Run KB preflight against system/knowledge-library/organization before exporting any proposals.
- Export only shareable model or heuristic projections whose exact local LogicGuard binding is current, public, privacy-safe, and useful at organization scope.
- Do not export private cards, personal preferences, credentials, raw local paths, or raw machine identifiers.
- Use content hashes for duplicate prevention across exported/uploaded local proposals, current organization catalog cards, imports, and prior contribution receipts. Viewed/selected/used interactions are evidence events, not copies or download/adoption states.
- Put eligible local cards into the organization outbox, then automatically prepare and push an organization import branch under kb/imports// when proposals were created.
- After branch materialization and immediately before push, revalidate the exact changed files, card counts, content hashes, privacy checkpoint, shareability, Skill author/version/hash metadata, and rollback/base-branch information. A preflight result from before materialization cannot authorize the push.
- After a successful revalidation and push, open the organization PR when the repository is on GitHub; apply the
org-kb:auto-mergelabel only when the exact changed files and current checks allow it. On validation, push, PR, or label failure, report the concrete terminal and restore the local mirror rather than claiming a partial contribution. - Leave movement into organization
main, trust upgrades, merge approval, and final organization exchange decisions to organization maintenance and GitHub checks. - When a card depends on a local Skill, upload it as a card-bound Skill bundle with
bundle_id,content_hash,version_time,original_author,readonly_when_imported: true, andupdate_policy: original_author_only. - If several local cards point at the same
bundle_id, upload the local latest version for that bundle, not an older card-carried copy. - Include Skill dependencies only when card evidence explains when the Skill is useful, what outcome it predicts, and the current
unavailable_skill_guidance; otherwise omit the Skill bundle while preserving the card itself without pretending the Skill is available. - Run KB postflight after a non-skipped contribution pass and record the result as structured history.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 65 lines · 51 tokens per session scan A 04174b29b257
kb-organization-contribute is a skill published in the GitHub repository liuyingxuvka/Khaos-Brain (37 stars, last pushed 1mo ago), licensed MIT. It adds 51 tokens to every session and 1,084 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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