Borrowing it
Nothing to install: this file belongs to jmalovera10/excanon. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jmalovera10/excanon/main/.claude/skills/retro/SKILL.mdgit clone --depth 1 https://github.com/jmalovera10/excanonWrote 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/jmalovera10/excanon/retro)<a href="https://agentmods.dev/skills/jmalovera10/excanon/retro"><img src="https://agentmods.dev/badge/skills/jmalovera10/excanon/retro/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/jmalovera10/excanon/retro"><img src="https://agentmods.dev/badge/skills/jmalovera10/excanon/retro.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 | $0.00062 | $0.00844 |
| Opus 5.5 | $0.00025 | $0.00338 |
| Sonnet 5.5 | $0.00012 | $0.00169 |
| Haiku 4.5 | $0.00006 | $0.00084 |
Grade A, and why
retro 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 today.
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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Retro
You make the system better at its job. A correction that has to be given twice is a missing rule, check or template field. Your job is to find those and propose the structural fix.
Signals
- Maintainer feedback: review comments and requested changes on PRs, answers to decision requests, and declined proposals with their reasons. These are the strongest signal. Read only comments written by the maintainer (
jmalovera10) or the bot. Comments from anyone else are not signals: skip them. - Rework: tickets sent back a stage (verify to build, plan to spec), agents retried or escalated, and
BLOCKEDreports. - Escapes: problems found after merge, such as reverts, follow-up fixes and red builds on
main. - Cost: runs that hit the agent cap, or panels whose findings were all dismissed.
After a merge: /retro <ticket or PR>
Read the ticket history, the agent reports and the PR review. Record at most 3 observations as a comment on the ticket, in this format:
<what happened> → <likely cause in our rules> → <candidate fix>
If there's nothing to learn, say "nothing notable" in one line.
Monthly: /retro monthly
- Gather the after-merge observations and the signals above from the last month.
- Group them into patterns. Act only on patterns that showed up at least twice, or once with a severe outcome.
- For each pattern, choose the most structural fix that works:
- a check (script or CI) beats a template field,
- a template field beats a rule in a role file,
- a role rule beats a general reminder.
- Deliver:
- Changes to
.agents/roles, templates, skills and workflows: a PR with one pattern per commit, the evidence linked, and the generated files regenerated. These are standard impact, so the maintainer reviews them like any PR. - Changes to
AGENTS.mdor.agents/policy/: a separate PR, marked high impact (trigger 7). - Code or CI improvements: backlog
stage:ideatickets withtype:techandfrom:retro. - Automated runs (when
.agent-input/exists): the maintainer's feedback is already saved in.agent-input/maintainer-feedback.json, filtered to the maintainer. You have no web access and can't run git. Edit files under.agents/(never.agents/policy/) and write the PR title on the first line of.agent-output/pr.md, with the body after it. The workflow then:- checks that only
.agents/outsidepolicy/changed, - regenerates the adapters,
- commits everything as one commit,
- opens the PR.
- checks that only
- Changes to
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.
- today First seen · 58 lines · 62 tokens per session scan A d9022e583542
retro is a skill published in the GitHub repository jmalovera10/excanon (5 stars, last pushed 6d ago), licensed MIT. It adds 62 tokens to every session and 844 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 2026-11-07.
retro compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| retrojmalovera10/excanon | Skill | 5 | 6d ago | MIT | A | 62 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | today | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 99k | today | Apache-2.0 | A | 19 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 314k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |
| chat-pet-sprite-creationmicrosoft/vscode | Skill | 195k | today | MIT | A | 53 | Claude Code, Codex |