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.
git clone --depth 1 https://github.com/MatrixFounder/Agentic-developmentWrote 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/commands/matrixfounder/agentic-development/run-feedback)<a href="https://agentmods.dev/commands/matrixfounder/agentic-development/run-feedback"><img src="https://agentmods.dev/badge/commands/matrixfounder/agentic-development/run-feedback/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/commands/matrixfounder/agentic-development/run-feedback"><img src="https://agentmods.dev/badge/commands/matrixfounder/agentic-development/run-feedback.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 | $0.00000 | $0.00250 |
| Opus 5.5 | $0.00000 | $0.00100 |
| Sonnet 5.5 | $0.00000 | $0.00050 |
| Haiku 4.5 | $0.00000 | $0.00025 |
Grade A, and why
run-feedback 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.
What it actually says
Read and apply the skill defined in .agent/skills/run-feedback/SKILL.md in ad-hoc mode
(§7 "Ad-hoc" — no claim/release):
- If the scope hint below contains
mine, first run the transcript miner (python3 .agent/skills/run-feedback/scripts/run_feedback.py mine --dry-run, review the candidate yield with the user, then re-run without--dry-runif approved). - Gather friction signals from the CURRENT session — failed commands, retries, exhausted gates,
escalations — plus
active_blockersfrom.agent/sessions/latest.yaml, scoped by the hint. - Ask the one retro question ("Что прошло НЕ гладко?") with observed candidates pre-listed,
then
collect→triage→ classify →file --dry-run→file, per the skill's §7 Triage protocol. - Finish with a one-line report: filed IDs, dismissed count, journal path.
Apply all Global Protocols (skill-session-state). This command is non-blocking feedback collection — it never modifies existing issues or code.
Scope hint (optional): $ARGUMENTS
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 · 19 lines · 0 tokens per session scan A bf2c9a64635c
run-feedback is a command published in the GitHub repository MatrixFounder/Agentic-development (7 stars, last pushed 5d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 250 tokens. 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 2026-09-03.
run-feedback compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| run-feedbackMatrixFounder/Agentic-development | Command | 7 | 5d ago | Apache-2.0 | A | 0 | Claude Code |
| hatch3r-bug-pipelinehatch3r/hatch3r | Command | 26 | 1mo ago | MIT | A | 41 | Claude Code |
| tddruvnet/flow-nexus | Command | 106 | 1y ago | none | A | 0 | Claude Code |
| milestone-listthixpin/pitway | Command | 20 | 16d ago | MIT | A | 0 | Claude Code |
| learn-story-flowIntai/story-flow | Command | 16 | 2d ago | MIT | A | 10 | Claude Code |
| tddcfrs2005/claude-init | Command | 1.4k | 7mo ago | MIT | A | 37 | Claude Code |
| tdd-featurehculap/better-code | Command | 2 | 28d ago | MIT | A | 9 | Claude Code |