knowledge-mcp: Skill for Claude Code

.claude/skills/instrument-hazards/SKILL.md

instrument-hazards is a skill for Claude Code from fulminate-io/knowledge-mcp. It costs 55 tokens per session (1,435 once invoked), scanned C, original, Apache-2.0.

A rulebook for recognizing blind spots and misleading results in code-graph, shell, and measurement tools.

In plain words
What is it for?
It is for checking tool output before relying on graph reads, file locations, commands, or measurements.
Why use it?
It helps agents avoid stale locations, hidden data, incorrect projections, and other tool-related errors.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

This is fulminate-io/knowledge-mcp's own configuration. It tells Claude Code how to work on knowledge-mcp 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 knowledge-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to fulminate-io/knowledge-mcp. 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/fulminate-io/knowledge-mcp/main/.claude/skills/instrument-hazards/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/fulminate-io/knowledge-mcp

Made for: Claude Code.

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 instrument-hazards

README.md
[![agentmods](https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/instrument-hazards/github.svg)](https://agentmods.dev/skills/fulminate-io/knowledge-mcp/instrument-hazards)
Your own site
<a href="https://agentmods.dev/skills/fulminate-io/knowledge-mcp/instrument-hazards"><img src="https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/instrument-hazards/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 instrument-hazards

Your own site · 80×15
<a href="https://agentmods.dev/skills/fulminate-io/knowledge-mcp/instrument-hazards"><img src="https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/instrument-hazards.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,435 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00055 $0.01435
Opus 5.5 $0.00022 $0.00574
Sonnet 5.5 $0.00011 $0.00287
Haiku 4.5 $0.00006 $0.00144

Measured 1mo ago against content hash 692cc5204469, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

instrument-hazards scanned grade C with 1 finding 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 1mo 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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

<!-- Read at: before the first load-bearing Bash command or projected graph read of a session. Pure instrument knowledge; applies to every role. A line belongs here only when it is about the knowledge tools, the shell as
.claude/skills/instrument-hazards/SKILL.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

INSTRUMENT-HAZARDS — what the tools do to your measurements

Graph-read blind spots

  • THE CODE GRAPH IS A SNAPSHOT — line numbers rot immediately. Use search/file_symbols/traverse as locators; the file:line you write comes from having OPENED the file. Wrong ranges cluster in NAVIGATIONAL citations.
  • PLAN TREES CARRY NO METADATA: plan_tree omits metadata.command and truncates descriptions — it is an INDEX. Fetch criteria via query(ids:[...], fields:["metadata.command","description","name"]); a criteria review through a tree dump passes vacuously.
  • GRAPH NODE BODIES HIDE UNDER PROJECTION: thought/finding nodes body in content — mode:"examine" renders no body and a description projection returns "". Read them UNPROJECTED (bare query(id:...)) before asserting anything about their contents. Plan/phase/step/criterion nodes body in description.
  • AST ENCLOSING FIELDS ARE GRAPH-HYDRATED: file_path/lines are filesystem-true; enclosing_node_id/signature inherit index staleness. Establish containment structurally (contains_pattern) or by opening the file.
  • CODE-GRAPH READS AUTO-FILL A BRANCH OVERLAY from the local repo manifest whenever the checkout is on a branch. search and file_symbols name which graph answered in the result header's bracket ([repo@branch]); traverse renders no tell at all, so a pasted header is never its proof. Pass branch explicitly on every search/file_symbols/query/traverse read that yields a citation, and say so where the citation lands. Read and ast walk the filesystem and take no branch, so they are exempt.
  • A BATCHED file_symbols limit IS A TOTAL spent in request order, not a per-file cap: the last file can render its summary and zero symbols and read as "not indexed". Re-run that file alone before concluding the index is thin.
  • AN AST NAME CENSUS IS AN IDENTIFIER CENSUS: by_kind {identifier: N} is the tell. It matches no comment node, so an ast zero on a name means not-in-code, never not-in-tree. Comment text is grep's, with a same-run known-positive.
  • A PER-METADATA-KEY PROJECTION omits the key entirely when a node lacks it — "empty" and "never asked" are indistinguishable in the output; an arm that ignores the projection returns rows shaped as if you asked for nothing.
  • PREMISES NEED THE DEFINING ARTIFACT: a comment in file A about a fact defined in file B verifies nothing — go to the artifact that DEFINES it.
  • A DRY RUN IS A READ ON A DIFFERENT PATH, never evidence of what the real call does: a preview can resolve zero targets (it reads without tombstones) while the same call without dry_run deletes them. The reachability or effect of a write is proven only by the real call and a read-back, on a scratch target; a "would do nothing" preview is not a "cannot do it" finding.
  • A SEARCH IMMEDIATELY AFTER A COLLECT CAN RETURN ZERO while the index is still being fed, and a zero-result answer echoes the query, so a reader that greps the answer for its own term passes on the miss. Read the staleness line, bound the wait, key the reader on a rendered node or a rank, and prove the reader can fail.

Read the full file on GitHub · 104 lines

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. 1mo ago Changed · +22 lines scan A → C 692cc5204469
  2. 1mo ago First seen · 82 lines · 55 tokens per session scan A 9c4657351ad5

Subscribe to this mod's changes

instrument-hazards is a skill published in the GitHub repository fulminate-io/knowledge-mcp (1 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 55 tokens to every session and 1,435 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.

Related

Other skills, from other repositories

systematic-debugging

Use when debugging a failing test, build error, or runtime issue that isn't immediately obvious. Guides a 4-phase root cause analysis instead of random fix attempts.

open-metadata/OpenMetadata · 37 tokens

log-error-digest

Analyze log files to troubleshoot errors, identify peak error periods, and produce error clustering, frequency statistics, and time distribution reports. Supports JSON, syslog, and Nginx formats with automatic detection. Use when a user uploads a .log file and asks to analyze errors, find patterns, debug issues, or…

zebbern/claude-code-guide · 71 tokens

cwv-optimizer

Diagnose and fix Core Web Vitals issues on AEM Edge Delivery Services pages. Goes deeper than generic CWV advice by understanding EDS-specific performance patterns including the 100KB LCP budget, E-L-D loading phases, block rendering behavior, and third-party script impact. Produces specific fixes for LCP, CLS, and…

adobe/skills · 112 tokens

incident-response-incident-response

Coordinate production incident triage, mitigation, investigation, recovery, and follow-up. Use when responding to outages or other incidents that require structured operational coordination.

rmyndharis/antigravity-skills · 36 tokens

ci-fixer

CI failures - read error, minimal fix, verify.

sipyourdrink-ltd/bernstein · 15 tokens

diagnosing-missing-recordings

Diagnoses why a session recording is missing or was not captured. Use when a user asks why a session has no replay, why recordings aren't appearing, or wants to troubleshoot session replay capture issues for a specific session ID or across their project. Covers SDK diagnostic signals, project settings, sampling…

PostHog/posthog · 76 tokens