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 5.5 | $0.00023 | $0.00602 |
| Sonnet 5.5 | $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 2mo 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.
- 2mo 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 (6 stars, last pushed 7mo ago), licensed MIT. It adds 57 tokens to every session and 1,506 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.
cobol-source-lookup compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| cobol-source-lookupdsheard/cobol-o-matic | Skill | 6 | 7mo ago | MIT | A | 57 | Claude Code |
| ile-cobol-docspledgeandgrow/pledge-skills | Skill | 10 | 3mo ago | MIT | A | 38 | Claude Code, Codex |
| mk:confluence-spec-analystngocsangyem/MeowKit | Skill | 15 | 6d ago | MIT | A | 112 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |