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 agentmods add skills/nikiforovall/claude-code-rules/reflect-solutionnpx skills add NikiforovAll/claude-code-rules --skill reflect-solutiongit clone --depth 1 https://github.com/NikiforovAll/claude-code-rulesWhat 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 | $0.00102 | $0.03665 |
| Opus 5 | $0.00051 | $0.01833 |
| Sonnet 5 | $0.00020 | $0.00733 |
| Haiku 4.5 | $0.00010 | $0.00366 |
Grade A, and why
reflect-solution 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 3d 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 — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/reflect-solution — solution recap deck
Produce a single-file HTML slide deck summarizing the outcome of a Claude Code session: what shipped, why, and how it was verified. Audience: someone who wants the elevator pitch, not the journey.
Sibling to /reflect. Where /reflect looks at wrong turns, this skill looks at what was delivered. Tool-call churn, retries, dead-ends, and reversals are excluded unless they shaped a final decision.
Self-contained. This skill ships its own working starter (assets/template.html) — fonts, CSS tokens, all six content blocks, IntersectionObserver, keyboard nav, theme toggle. The agent's job is to fill the template with extracted content, not to rebuild the scaffolding from scratch.
When to use
- User invokes
/reflect-solution(no args) → recap the current session from the in-context conversation. Do not re-read the session JSONL — work from the agent's own memory of what was built. - User invokes
/reflect-solution <session-id>or/reflect-solution <path-to-jsonl>→ recap a different session. Runscripts/analyze_session.py <path>directly (this skill runs forked —context: fork— so the compressed transcript can enter your context safely). The script outputs a compact markdown transcript; you then extract the solution.
Session JSONLs live under: ~/.claude/projects/<encoded-cwd>/<session-id>.jsonl
What to extract (menu, not template)
Outcome-focused. Drop the journey. An item belongs in the deck only if it would matter in a PR description.
The deck structure should fit the session — not the other way around. Pick from the menu below; skip what's irrelevant; add what isn't listed if the session calls for it. A 3-slide deck is fine. So is 8. Don't pad to hit a count, don't force a section just because it's in the list.
Common sections (use what fits):
- Title — one-line elevator pitch of the shipped solution. Always include.
- Problem / Goal — what the user brought. Skip if obvious from title.
- Solution shipped — components, modules, behaviors. The what, not the steps.
- Artifacts — concrete files created/modified. Skip if there's only one file or the file list is trivial.
- Key decisions & tradeoffs — locked-in choices + rejected alternatives. Skip if the session was straightforward (no real branch points).
- Verification / evidence — tests, builds, manual checks. If absent, say so — never invent.
- Followups / known gaps — TODOs, deferred work. Skip if there are none.
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 3d ago First seen · 216 lines · 0 tokens per session scan A 7dca35ad70b4
reflect-solution is a skill published in the GitHub repository NikiforovAll/claude-code-rules (141 stars, last pushed 4d ago), licensed Apache-2.0. It adds 102 tokens to every session and 3,665 once invoked, about $0.0005 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 2026-08-30.
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