fak: Skill for Claude Code

.agents/skills/bottleneck-map/SKILL.md

bottleneck-map is a skill for Claude Code, Codex from anthony-chaudhary/fak. It costs 48 tokens per session (258 once invoked), scanned A, original, Apache-2.0.

A diagnostic pass that maps what is currently slowing down an active group of coding agents and the open GitHub issue backlog. It records the main bottlenecks found in both areas.

In plain words
What is it for?
Use it to inspect agent-fleet constraints and triage GitHub issues. It is for deciding where engineering attention is most needed.
Why use it?
It brings system delays and unresolved work into one view. This helps identify which limitation should be addressed first.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions Codex; mentions OpenCode.

This is anthony-chaudhary/fak's own configuration. It tells Claude Code and Codex how to work on fak itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything fak configures →

Reuse

Borrowing it

Nothing to install: this file belongs to anthony-chaudhary/fak. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/anthony-chaudhary/fak/main/.agents/skills/bottleneck-map/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/anthony-chaudhary/fak

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for bottleneck-map

README.md
[![agentmods](https://agentmods.dev/badge/skills/anthony-chaudhary/fak/bottleneck-map/github.svg)](https://agentmods.dev/skills/anthony-chaudhary/fak/bottleneck-map)
Your own site
<a href="https://agentmods.dev/skills/anthony-chaudhary/fak/bottleneck-map"><img src="https://agentmods.dev/badge/skills/anthony-chaudhary/fak/bottleneck-map/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.

agentmods 80×15 button for bottleneck-map

Your own site · 80×15
<a href="https://agentmods.dev/skills/anthony-chaudhary/fak/bottleneck-map"><img src="https://agentmods.dev/badge/skills/anthony-chaudhary/fak/bottleneck-map.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 258 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 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 6
    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 11
    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.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00048 $0.00258
Opus 5 $0.00024 $0.00129
Sonnet 5 $0.00010 $0.00052
Haiku 4.5 $0.00005 $0.00026

Measured yesterday against content hash c67fdc176346, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

bottleneck-map 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 yesterday.

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.

.agents/skills/bottleneck-map/SKILL.md · 20 lines

What it actually says

Canonical project skill adapter

Load and follow ../../../.claude/skills/bottleneck-map/SKILL.md. This generated discovery adapter contains no maintained workflow body.

Portability contract

  • The linked canonical SKILL.md is the single semantic workflow body for Claude, Codex, and fak-native loaders.
  • This adapter changes discovery only; it must not fork, summarize, or translate the workflow.
  • Harness-native invocation, permissions, hooks, model routing, and worker launch remain typed adapters outside the semantic body.
Changes

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.

  1. yesterday Changed · +2 lines c67fdc176346
  2. 9d ago First seen · 18 lines · 48 tokens per session scan A 37c135ad397c

Subscribe to this mod's changes

bottleneck-map is a skill published in the GitHub repository anthony-chaudhary/fak (37 stars, last pushed yesterday), licensed Apache-2.0. It adds 48 tokens to every session and 258 once invoked, about $0.0002 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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