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 dsheard/cobol-o-matic --skill cobol-source-lookupgit clone --depth 1 https://github.com/dsheard/cobol-o-maticWrote 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/dsheard/cobol-o-matic/cobol-source-lookup)<a href="https://agentmods.dev/skills/dsheard/cobol-o-matic/cobol-source-lookup"><img src="https://agentmods.dev/badge/skills/dsheard/cobol-o-matic/cobol-source-lookup/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/dsheard/cobol-o-matic/cobol-source-lookup"><img src="https://agentmods.dev/badge/skills/dsheard/cobol-o-matic/cobol-source-lookup.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 | $0.00057 | $0.01506 |
| Opus 5 | $0.00028 | $0.00753 |
| Sonnet 5 | $0.00011 | $0.00301 |
| Haiku 4.5 | $0.00006 | $0.00151 |
Grade A, and why
cobol-source-lookup 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 11d 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 — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.
COBOL Source Lookup Recipes
Use these recipes to find factual metadata in COBOL source. Each recipe gives the grep pattern, where to look, and common pitfalls.
Transaction ID
The transaction ID is the 4-character identifier for the program (CICS or IMS).
Where to look:
-
Any variable with TRANID or TRANSID in its name, with a VALUE clause in WORKING-STORAGE:
Grep pattern: "TRANID|TRANSID" on the source fileThe VALUE clause contains the actual transaction ID (e.g.,
VALUE 'XXXX'). Common names:LIT-THISTRANID,WS-TRANID,LIT-TRANID,WS-TRANSACTION-ID. -
EXEC CICS RETURN TRANSID(x)in PROCEDURE DIVISION:Grep pattern: "RETURN.*TRANSID" on the source fileResolve the variable
xby looking up its VALUE in DATA DIVISION. -
CSD definition files (
.csd):Grep pattern: "DEFINE TRANSACTION" in CSD filesMaps transaction ID to program name authoritatively.
Pitfalls:
- Do NOT infer transaction ID from SEND MAP or RECEIVE MAP -- those are screen operations, not transaction identifiers.
- Some programs reference multiple transaction IDs (e.g., menu programs that START other transactions). The program's OWN transaction ID is typically in a variable with "THIS" in the name (e.g.,
LIT-THISTRANID). - Variables like
*NEXTTRANIDor*RETURNTRANIDare NOT this program's transaction -- they reference the next program to invoke.
File / Dataset Names
CICS programs:
Grep pattern: "EXEC CICS.*(READ|WRITE|REWRITE|DELETE)" on the source file
Then find FILE(x) or DATASET(x) in the same EXEC CICS block. Resolve x
against DATA DIVISION if it's a variable name (e.g., FILE(LIT-ACCTFILENAME) --
look up LIT-ACCTFILENAME VALUE to get ACCTDAT).
Batch programs:
Grep pattern: "OPEN (INPUT|OUTPUT|I-O|EXTEND)" on the source file
The file name follows the OPEN keyword. Cross-reference with SELECT ... ASSIGN TO
in ENVIRONMENT DIVISION for physical file mapping.
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.
- 11d ago First seen · 181 lines · 57 tokens per session scan A 68b8579642e9
cobol-source-lookup is a skill published in the GitHub repository dsheard/cobol-o-matic (5 stars, last pushed 5mo ago), licensed MIT. It adds 57 tokens to every session and 1,506 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.
Other skills, from other repositories
ile-cobol-docs
IBM ILE COBOL 7.4/7.5 — language structure, four divisions, data description, file handling, DB2, debugging.
mk:confluence-spec-analyst
Deep spec analysis on a Confluence page. Reads page (+ children) via the confluence-as wrapper, produces a structured Spec Research Report with requirements, acceptance criteria, gaps, ambiguities, and suggested user stories for human review. Read-only — does NOT create Jira tickets. Triggers: 'analyze spec for…
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…