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 byx-darwin/gitflow-cli --skill gf-walkthroughgit clone --depth 1 https://github.com/byx-darwin/gitflow-cliWrote 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/byx-darwin/gitflow-cli/gf-walkthrough)<a href="https://agentmods.dev/skills/byx-darwin/gitflow-cli/gf-walkthrough"><img src="https://agentmods.dev/badge/skills/byx-darwin/gitflow-cli/gf-walkthrough/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/byx-darwin/gitflow-cli/gf-walkthrough"><img src="https://agentmods.dev/badge/skills/byx-darwin/gitflow-cli/gf-walkthrough.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 | $0.00068 | $0.01242 |
| Opus 5.5 | $0.00027 | $0.00497 |
| Sonnet 5.5 | $0.00014 | $0.00248 |
| Haiku 4.5 | $0.00007 | $0.00124 |
Grade A, and why
gf-walkthrough 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 29d 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 — 150 lines — stays where its author put it; the contents beside it link to each section on GitHub.
gf-walkthrough — Delivery Walkthrough & Evidence Grading
Offline package: narrative, summary, graded evidence, review gate.
Anchored on a <base>...<head> diff; PR data enriches when present.
Never issues a verdict — gf-review does.
Preconditions
- Read access to
git log/diff/merge-base - Report template at
docs/superpowers/templates/walkthrough-report-template.md
When to Use
| English | 中文 | Context |
|---|---|---|
| delivery walkthrough | 交付走查 | non-engineer reader |
| evidence grading | 证据分级 | verification level per claim |
When NOT to Use
| Scenario | Why Not | Use Instead |
|---|---|---|
| Approve / request-changes verdict | No verdicts | /gf-review |
| Six-dimension PR assessment | Narrates only | /gf-pr-review |
| Detecting code smells | Different problem | /gf-smell |
Evidence Grading
| Tier | Meaning | Hard rule |
|---|---|---|
Measured |
Command run this session | No output → downgrade to Inferred. |
Inferred |
Read from code/config/diff | Must cite path:line. |
Unverified |
Not verified this run | Must state why; never omitted. |
Reused from gf-smell. Failed re-run → Unverified, never Inferred.
Failing Tests
| 失败用例 | 最后修改 commit | 是否 base 祖先 |
|---|
Missing commit hash together with unrelated → forbidden. Wording fixed:
"先于本次交付存在" (ancestry ⇒ file predates base, not ⇒ failure unrelated).
Algorithm: docs/superpowers/templates/walkthrough-report-template.md.
Language Detection
Reuse gf-quality/references/detector.md; no language layer here.
Re-run Allowlist
One read-only re-run fills gaps, else Unverified:
| Allowed | Forbidden |
|---|---|
git log / diff / merge-base / show |
anything writing files |
gf pr view / gf pr diff / gf pipeline status |
pushing or changing branch state |
| read-only Gate Commands | installing dependencies |
Failed re-run → Unverified with reason and workaround.
Responsibility
✅ In Scope
- Narrate the change for a non-engineer reader
- Summarize the diff and PR metadata when present
- Grade every claim
Measured/Inferred/Unverified - Assemble the failing-test ancestry table
- Write the report from the template
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.
- 29d ago First seen · 150 lines · 68 tokens per session scan A 8d073427fb25
gf-walkthrough is a skill published in the GitHub repository byx-darwin/gitflow-cli (3 stars, last pushed 22d ago), licensed MIT. It adds 68 tokens to every session and 1,242 once invoked, about $0.0003 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 2026-09-17.
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