Batch
asgeirtj/system_prompts_leaks
Research and plan a large-scale change, then execute it in parallel across 5–30 isolated worktree agents that each open a PR.
Reference for paired-reversal handling on GL batch tapes: an RV row whose ref-trace points at an earlier row cancels BOTH legs (the RV and the row it references) — but ONLY when the two value-dates…
$ npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install benchflow-ai/skillsbench paired-reversal-cancellation --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation .claude/skills/paired-reversal-cancellation && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "paired-reversal-cancellation" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation into .claude/skills/paired-reversal-cancellation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paired-reversal-cancellation", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install benchflow-ai/skillsbench paired-reversal-cancellation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation .agents/skills/paired-reversal-cancellation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paired-reversal-cancellation" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation into .agents/skills/paired-reversal-cancellation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paired-reversal-cancellation", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install benchflow-ai/skillsbench paired-reversal-cancellation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation .cursor/skills/paired-reversal-cancellation && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "paired-reversal-cancellation" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation into .cursor/skills/paired-reversal-cancellation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paired-reversal-cancellation", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/benchflow-ai/skillsbench.git --path tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install benchflow-ai/skillsbench paired-reversal-cancellation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation .gemini/skills/paired-reversal-cancellation && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "paired-reversal-cancellation" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation into .gemini/skills/paired-reversal-cancellation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paired-reversal-cancellation", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install benchflow-ai/skillsbench paired-reversal-cancellationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .github/skills && cp -r skills-src/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation .github/skills/paired-reversal-cancellation && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "paired-reversal-cancellation" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation into .github/skills/paired-reversal-cancellation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paired-reversal-cancellation", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install benchflow-ai/skillsbench paired-reversal-cancellation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation .opencode/skills/paired-reversal-cancellation && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "paired-reversal-cancellation" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation into .opencode/skills/paired-reversal-cancellation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paired-reversal-cancellation", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
paired-reversal-cancellationReference for paired-reversal handling on GL batch tapes: an RV row whose ref-trace points at an earlier row cancels BOTH legs (the RV and the row it references) — but ONLY when the two value-dates…
Paired Reversal Cancellation is an agent skill from benchflow-ai/skillsbench. Reference for paired-reversal handling on GL batch tapes: an RV row whose ref-trace points at an earlier row cancels BOTH legs (the RV and the row it references) — but ONLY when the two value-dates fall within the shop's reversal settlement window; an RV that references a too-old posting is NOT a cancellation and posts one-sided. Useful when the posting tape carries a reference-trace column alongside reversal codes and the running balance is off by twice the reversal magnitude, or by a whole leg on stale…
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: SkillsBench evaluates how well skills work and how effective agents are at using them. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 9a1f4dd. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are cobol).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Paired Reversal Cancellation loads about 1.5k tokens when it runs. Until then it costs about 138 tokens; SKILL.md has 740 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from benchflow-ai/skillsbench at commit 9a1f4dd, republished under its Apache-2.0 licence (© benchflow-ai). 740 words, ~1,516 tokens.
.claude/skills/paired-reversal-cancellation/SKILL.md (or your agent's skills folder).GL batch tapes that support corrections distinguish two reversal flavors:
| Flavor | Shape on tape | Effect on balance |
|---|---|---|
| Unpaired RV | RV row, ref-trace blank | Posts via the standard RV rule for the account type (e.g. sign-flip on a deposit). |
| Paired RV | RV row, ref-trace = an earlier trace, within the reversal window | The RV row AND the row it references are BOTH suppressed; both reported as CANCEL rejects; net delta to the balance is zero. |
The intent of a paired RV is "this earlier posting was a mistake — erase
it entirely." If only the RV is suppressed, the original still posts and
the running balance ends up off by 2 × magnitude (the unwanted original
plus the absence of the reversal that would have offset it).
A reference-trace match is necessary but not sufficient to cancel a pair. Shops bound how far back a reversal may reach: a paired RV only cancels both legs when the RV's value-date and the referenced posting's value-date are within the reversal settlement window of each other. The window for this ledger is 2 days (inclusive).
If the two value-dates are more than 2 days apart, the reference is stale: the RV is not treated as a cancellation. It falls through to the standard RV posting rule for the account type (e.g. a sign-flip / magnitude subtract on a deposit), the referenced original also posts normally, and neither leg is rejected. So the discriminator has two parts — a matching ref-trace and a date gap inside the window.
Compute the gap from the two value-dates as a true day count (e.g. via
FUNCTION INTEGER-OF-DATE on each YYYYMMDD, then the absolute difference) —
not by subtracting the raw YYYYMMDD integers, which is wrong across month and
year boundaries.
Worked contrast (window = 2 days):
20260523 referencing a posting dated 20260523 → gap 0 ≤ 2 →
cancel both legs (two CANCEL rejects, net zero to the balance).20260523 referencing a posting dated 20260518 → gap 5 > 2 →
stale: both post, no rejects. A "cancel-any-matched-pair" implementation
gets this account wrong (it drops a row and emits two spurious CANCELs).The cancellation pass scans for each RV's ref_trace in the trace index.
A natural-but-wrong implementation flags only the RV side and leaves the
matched original posting active. Sketched with placeholder names
(<rv-row> is the reversal being processed, <orig-row> is the earlier
posting whose trace it matches):
*> WRONG: only the reversal leg is suppressed
when trace-of(<orig-row>) = ref-trace-of(<rv-row>)
set cancelled-flag on <rv-row> *> original still posts!Both legs must be flagged so neither contributes to the running balance:
*> RIGHT: suppress both legs of the matched pair
set cancelled-flag on <rv-row> *> the reversal
set cancelled-flag on <orig-row> *> the matched originalDownstream, the cancelled flag is typically also what feeds the CANCEL
reject reason, so marking both legs produces two reject rows per pair —
which is what the trailer reject count should reflect. The exact flag
field and how you index the two rows depend on your program's own table
layout.
The discriminator is the ref_trace column on the RV row and the date
gap to the referenced posting:
Only run the pair-cancellation pass against rows whose code = "RV" and
whose ref_trace is non-blank — otherwise every RV will try to match.
Pick three RVs and trace each by hand: one paired inside the window, one paired outside the window (stale), and one unpaired (blank ref-trace):
CANCEL rows in REJECTS.DAT,
and that account's balance should be unchanged by both rows.If in-window pairs cancel but the stale pair is also being cancelled (an
account row goes missing and two extra CANCEL rows appear), the window
check is missing. If paired accounts are off by exactly twice the reversal
magnitude, only one leg is being cancelled.
© benchflow-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation of benchflow-ai/skillsbench.
Open the folder on GitHubat commit 9a1f4dd
Paired Reversal Cancellation next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Paired Reversal Cancellation this skillbenchflow-ai/skillsbench | 1.8k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Batchasgeirtj/system_prompts_leaks | 69k | — | ~1.3k | Automated safety check: Pass | CC0-1.0 | |
| Batchcodewhale-hq/Codewhale | 41k | — | ~157 | Automated safety check: Pass | MIT | |
| Protocol Reversezhaoxuya520/reverse-skill | 41k | 2 repos | ~620 | Automated safety check: Warn | MIT | |
| macOS Reversezhaoxuya520/reverse-skill | 41k | 2 repos | ~366 | Automated safety check: Pass | MIT | |
| Protocol Reversesickn33/agentic-awesome-skills | 47k | 1 repos | ~689 | Automated safety check: Pass | MIT |
asgeirtj/system_prompts_leaks
Research and plan a large-scale change, then execute it in parallel across 5–30 isolated worktree agents that each open a PR.
codewhale-hq/Codewhale
Break a large, parallelizable goal into bounded work units, coordinate existing agent/worktree machinery, integrate, and verify.
zhaoxuya520/reverse-skill
A skill your agent uses for authorized reverse engineering of custom binary protocols, Protobuf/gRPC, WebSocket frames, and PCAP-driven protocol recovery.
zhaoxuya520/reverse-skill
A skill your agent uses for authorized macOS and Mach-O reverse engineering including codesign, Objective-C/Swift recovery, endpoint security surfaces, and Apple platform malware analysis.
sickn33/agentic-awesome-skills
Authorized reverse engineering of custom binary protocols, Protobuf/gRPC schemas, WebSocket frames, and PCAP-driven protocol recovery.
sickn33/agentic-awesome-skills
Authorized macOS and Mach-O reverse engineering: codesign inspection, Objective-C/Swift recovery, endpoint-security surfaces, and Apple-platform malware analysis.
benchflow-ai/skillsbench
This skill should be used when working on Lean 4 formalization projects to maintain persistent memory of successful proof patterns, failed approaches, project conventions, and user preferences…
benchflow-ai/skillsbench
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure.
benchflow-ai/skillsbench
AC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching acopf-math-model.md and MATPOWER branch fields.
benchflow-ai/skillsbench
Civilization 6 district mechanics library. An agent skill from benchflow-ai/skillsbench.
benchflow-ai/skillsbench
Build deterministic, verifiable data visualizations with D3.js (v6).
benchflow-ai/skillsbench
DC power flow analysis for power systems. An agent skill from benchflow-ai/skillsbench.
Reference for paired-reversal handling on GL batch tapes: an RV row whose ref-trace points at an earlier row cancels BOTH legs (the RV and the row it references) — but ONLY when the two value-dates…. Paired Reversal Cancellation is an agent skill from benchflow-ai/skillsbench. Reference for paired-reversal handling on GL batch tapes: an RV row whose ref-trace points at an earlier row cancels BOTH legs (the RV and the row it references) — but ONLY when the two value-dates fall within the shop's reversal settlement window; an RV that references a too-old posting is NOT a cancellation and posts one-sided.
Run `npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a claude-code`. Or copy the skill folder (tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation in benchflow-ai/skillsbench) into .claude/skills/paired-reversal-cancellation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a codex`. Or copy the skill folder (tasks-extra/cobol-gl-batch-reconcile/environment/skills/paired-reversal-cancellation in benchflow-ai/skillsbench) into .agents/skills/paired-reversal-cancellation in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add benchflow-ai/skillsbench --skill paired-reversal-cancellation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paired-reversal-cancellation, .gemini/skills/paired-reversal-cancellation, .github/skills/paired-reversal-cancellation and .opencode/skills/paired-reversal-cancellation in your project.
SKILL.md names no scripts, command-line tools or credentials: Paired Reversal Cancellation is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Paired Reversal Cancellation is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Paired Reversal Cancellation: Batch (asgeirtj/system_prompts_leaks, 69k stars), Batch (codewhale-hq/Codewhale, 41k stars), Protocol Reverse (zhaoxuya520/reverse-skill, 41k stars) and macOS Reverse (zhaoxuya520/reverse-skill, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
benchflow-ai (a GitHub organization) maintains it in benchflow-ai/skillsbench, which has 1,835 GitHub stars. The repository holds 189 skills in this directory. The repository was last updated on July 23, 2026.
Source: benchflow-ai/skillsbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.