A code-intelligence skill for the pipeline tests of a software project. A pipeline is a sequence of processing stages, and this skill covers tests for parsing, orchestration, summaries, profiles, and graceful failure handling.

It is for working on pipeline-related tests, including execution, tree-sitter parsing, test fixtures, phase orchestration, provider behavior, and validation.

It gives the agent focused context when changing or debugging pipeline behavior and its unit tests.

How vohongtho/code-intel-platform configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to vohongtho/code-intel-platform. 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/vohongtho/code-intel-platform/main/.claude/skills/code-intel/pipeline-2/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/vohongtho/code-intel-platform

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/vohongtho/code-intel-platform/pipeline-2/github.svg)](https://agentmods.dev/skills/vohongtho/code-intel-platform/pipeline-2)

Your own site

<a href="https://agentmods.dev/skills/vohongtho/code-intel-platform/pipeline-2"><img src="https://agentmods.dev/badge/skills/vohongtho/code-intel-platform/pipeline-2/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/vohongtho/code-intel-platform/pipeline-2"><img src="https://agentmods.dev/badge/skills/vohongtho/code-intel-platform/pipeline-2.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 899 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.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00054	$0.00899
Opus 5.5	$0.00022	$0.00360
Sonnet 5.5	$0.00011	$0.00180
Haiku 4.5	$0.00005	$0.00090

Measured 1mo ago against content hash 2d20df9f49b1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pipeline-2 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 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.

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.

.claude/skills/code-intel/pipeline-2/SKILL.md · 68 lines

How it starts

The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.

pipeline

26 symbols | 9 files | path: code-intel/core/tests/unit/pipeline/ | call density: 0.2/sym

When to Use

Load this skill when:

The task involves code in code-intel/core/tests/unit/pipeline/
The user mentions execute, extractWithTreeSitter, rawReq or asks how they work
Adding, modifying, or debugging pipeline-related functionality
Tracing call chains that pass through the pipeline layer

Key Files

File	Symbols	Notes
`code-intel/core/tests/unit/pipeline/parser-corpus.test.ts`	`ExpectedSymbol`, `GoldenFile`, `ExtractedSymbol`, `captureKind` +(5)	internal
`code-intel/core/tests/unit/pipeline/graceful-degradation.test.ts`	`rawReq`, `summarize`, `execute`	internal
`code-intel/core/tests/unit/pipeline/orchestrator.test.ts`	`makeContext`, `makePhase`, `execute`	internal
`code-intel/core/tests/unit/pipeline/profile.test.ts`	`makeContext`, `makePhase`, `execute`	internal
`code-intel/core/tests/unit/pipeline/summarize-phase.test.ts`	`makeContext`, `makeFakeProvider`, `runPhaseWithProvider`	internal
`code-intel/core/tests/unit/pipeline/dag-validator.test.ts`	`makePhase`, `execute`	internal
`code-intel/core/tests/unit/pipeline/incremental-indexer.test.ts`	`makeGraph`	internal
`code-intel/core/tests/unit/pipeline/phases.test.ts`	`makeContext`	internal
`code-intel/core/tests/unit/pipeline/worker-pool.test.ts`	`runOnce`	internal

Hot Symbols

Sorted by call graph degree (changing these has the highest blast radius):

Symbol	Kind	In ←	→ Out	File
`execute`	method	12	0	`pipeline/profile.test.ts`
`extractWithTreeSitter`	function	1	9	`pipeline/parser-corpus.test.ts`
`rawReq`	function	1	4	`pipeline/graceful-degradation.test.ts`
`extractWithRegex`	function	1	3	`pipeline/parser-corpus.test.ts`
`runOnce`	function	1	3	`pipeline/worker-pool.test.ts`
`extractSymbols`	function	1	2	`pipeline/parser-corpus.test.ts`
`runPhaseWithProvider`	function	1	2	`pipeline/summarize-phase.test.ts`
`makeGraph`	function	1	1	`pipeline/incremental-indexer.test.ts`
`makeContext`	function	1	1	`pipeline/orchestrator.test.ts`
`loadGoldenFiles`	function	1	1	`pipeline/parser-corpus.test.ts`
`makeContext`	function	1	1	`pipeline/phases.test.ts`
`makeContext`	function	1	1	`pipeline/profile.test.ts`

Read the full file on GitHub · 68 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.

1mo ago First seen · 68 lines · 54 tokens per session scan A 2d20df9f49b1

Subscribe to this mod's changes

pipeline-2 is a skill published in the GitHub repository vohongtho/code-intel-platform (3 stars, last pushed yesterday), licensed MIT. It adds 54 tokens to every session and 899 once invoked, about $0.0002 per session on Opus 5.5. 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.

Testing

research-engineer

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.

davila7/claude-code-templates · 43 tokens

tika-eval-compare

Compare extracts from two Tika builds over a corpus to detect regressions in content, encoding, exceptions, and embedded-document handling. Use for "compare before/after extracts", "eval this change against the corpus".

apache/tika · 50 tokens

cua-driver

Use Cua Driver for desktop or browser tasks that are awkward or unavailable through Bash/APIs, or when the user explicitly wants GUI interaction: app testing, visual bug reproduction, form filling, calendar entry, screenshots, and demo recording. Also covers Cua setup; not OpenAI Codex Computer Use or web research.

davidondrej/skills · 68 tokens

code-intel-platform: Skill for Claude Code