Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add 6529-Collections/6529seize-frontend --skill 6529-autonomous-managergit clone --depth 1 https://github.com/6529-Collections/6529seize-frontendWrote 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/6529-collections/6529seize-frontend/6529-autonomous-manager)<a href="https://agentmods.dev/skills/6529-collections/6529seize-frontend/6529-autonomous-manager"><img src="https://agentmods.dev/badge/skills/6529-collections/6529seize-frontend/6529-autonomous-manager/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/6529-collections/6529seize-frontend/6529-autonomous-manager"><img src="https://agentmods.dev/badge/skills/6529-collections/6529seize-frontend/6529-autonomous-manager.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 11 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 15 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 30 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 15 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 17 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 31 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 32 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 33 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 34 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 35 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 36 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium MCP Rug Pull · line 41 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00068 | $0.01784 |
| Opus 5 | $0.00034 | $0.00892 |
| Sonnet 5 | $0.00014 | $0.00357 |
| Haiku 4.5 | $0.00007 | $0.00178 |
Grade A, and why
6529-autonomous-manager 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 6d 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 — 138 lines — stays where its author put it; the contents beside it link to each section on GitHub.
6529 Autonomous Manager
Own a bounded 6529 frontend workstream from instruction to evidence-backed closeout. Keep scope explicit, use repo-local commands and skills, coordinate helpers when useful, validate the changed surface, and leave durable state for work that will outlive the current turn.
Manager Modes
Choose one primary mode, then add others only when the work requires it:
- Implementation manager: Make a scoped code, test, docs, config, or UI change in this repository.
- PR review manager: Inspect reviewer, CodeRabbit, Claude, CI, and local findings; fix valid feedback; push updates when requested. Use
ops/skills/write-prs/SKILL.mdfor PR creation, bot iteration, readiness, and merge preparation. Useops/skills/deploy-6529/SKILL.mdwhen the user requests merge/deploy execution. - Docs/skills manager: Create or update user-facing docs under
ops/docs/and repo-local skills underops/skills/, keeping current-state language and navigable structure. - Release manager: Carry an already-approved change through merge, staging, production, and smoke validation only when explicitly asked. Use
ops/skills/deploy-6529/SKILL.mdas the authority for merge, deployment, E2E validation, backend coordination, and cross-agent coordination. - Investigation manager: Diagnose an issue, gather evidence, identify ownership, and turn findings into a concrete fix or handoff.
Load Order
Before planning or editing, read only the context that matters:
- Root
AGENTS.md, then any nestedAGENTS.mdunder touched paths. - The user's request, issue, PR, review thread, CI failure, or local error output.
README.md, relevantops/docs/pages, scripts, configs, and package metadata for the touched area.- Current branch,
git status, and relevant diffs. Preserve unrelated user changes. - Existing manager memory for the workstream, if present.
- Narrower repo-local skills when relevant:
ops/skills/write-prs/SKILL.mdfor PR creation, review iteration, and readiness.ops/skills/deploy-6529/SKILL.mdfor merge execution, staging, production, E2E validation, backend coordination, or release coordination.ops/skills/post-6529/SKILL.mdfor publishing agent-authored posts, replies, edits, or deletions to 6529.io waves.ops/skills/commit-docs-updater/SKILL.mdfor user-facing docs updates from code changes.ops/skills/sonar-guardrails/SKILL.mdfor TypeScript and JavaScript quality-sensitive edits.ops/skills/react-doctor/SKILL.mdfor React, Next.js, hook, routing, or UI state changes.ops/skills/write-skills/SKILL.mdfor repo-local skill work.
What ships with it
1 file 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.
- 6d ago Changed 11d50bc96413
- 7d ago Changed · -1 lines 457fc7f662d8
- 11d ago First seen · 139 lines · 68 tokens per session scan A 3d1b455f12d5
6529-autonomous-manager is a skill published in the GitHub repository 6529-Collections/6529seize-frontend (10 stars, last pushed today), licensed Apache-2.0. It adds 68 tokens to every session and 1,784 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 2026-08-31.
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